diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3898d760499f16fc71802d01220ba5e49cfbb2af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7934, "bytes_utf8": 7934, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 677, "bytes_utf8": 677, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14431, "cached_input_tokens": 13696, "output_tokens": 507, "reasoning_output_tokens": 302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..281cd992ad0ee0b3ec177b46e1fab2e066d1a74c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_0218be838c624cd4", + "api_calls": 0, + "input_tokens": 14431, + "cached_input_tokens": 13696, + "output_tokens": 507, + "total_tokens": 14938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13950.58, + "sql_execution_elapsed_ms_total": 37.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..632b2ad040638e96441b235a002fdc25607ba0cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:18.192674+00:00", + "ended_at": "2026-05-19T15:40:32.143297+00:00", + "elapsed_ms": 13950.58, + "prompt_metrics": { + "chars": 7934, + "bytes_utf8": 7934, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1040, + "bytes_utf8": 1040, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 677, + "bytes_utf8": 677, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14431, + "cached_input_tokens": 13696, + "output_tokens": 507, + "reasoning_output_tokens": 302 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faded20f30a54dc6cf73d681f3cb6e392231dc4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ROLE_ROLLUP_1, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad78c21a24967560dd767f683f39997821411419 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-20ab-7d92-b2b8-fa6499c0dcde"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n SUM(CASE WHEN \\\"ACTION\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ACTION\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n)\\nSELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each ROLE_ROLLUP_1 group, the ratio of rows with ACTION='1' to rows with ACTION='0'. Uses NULLIF to avoid division by zero when a group has no ACTION='0' rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14431,"cached_input_tokens":13696,"output_tokens":507,"reasoning_output_tokens":302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be4a427466d40538d94b0513979d14afc67e4bc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"ROLE_ROLLUP_1\",\n SUM(CASE WHEN \"ACTION\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ACTION\" = '0' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c9\"\n GROUP BY \"ROLE_ROLLUP_1\"\n)\nSELECT\n \"ROLE_ROLLUP_1\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes, for each ROLE_ROLLUP_1 group, the ratio of rows with ACTION='1' to rows with ACTION='0'. Uses NULLIF to avoid division by zero when a group has no ACTION='0' rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56d99d3cbe73773aaa39dcfba5fc015e6dd21648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7314, "bytes_utf8": 7314, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2021, "bytes_utf8": 2021, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14258, "cached_input_tokens": 12032, "output_tokens": 2750, "reasoning_output_tokens": 2064}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..39ba549b923ed0a34ef8dc63cff2838ad587d1d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_02c33d9132bcb8e6", + "api_calls": 0, + "input_tokens": 14258, + "cached_input_tokens": 12032, + "output_tokens": 2750, + "total_tokens": 17008, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37319.57, + "sql_execution_elapsed_ms_total": 119.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c77ee4480591b5795694c8aaa47a502753acd9c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:24.529978+00:00", + "ended_at": "2026-05-19T16:01:01.849589+00:00", + "elapsed_ms": 37319.57, + "prompt_metrics": { + "chars": 7314, + "bytes_utf8": 7314, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2687, + "bytes_utf8": 2687, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2021, + "bytes_utf8": 2021, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14258, + "cached_input_tokens": 12032, + "output_tokens": 2750, + "reasoning_output_tokens": 2064 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f64ec8c61ec8410775ddaff03744871ec088f46e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_TITLE", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0830ddd7b8dab3462983bc8af5fd0aedb92be9dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-88ce-7a00-ba96-a25ecc362712"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ROLE_DEPTNAME\\\" AS \\\"group_col\\\",\\n CAST(\\\"ROLE_TITLE\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_DEPTNAME\\\"\\n ORDER BY CAST(\\\"ROLE_TITLE\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_DEPTNAME\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n AND \\\"ROLE_TITLE\\\" IS NOT NULL\\n),\\n\\\"group_stats\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"p\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) = CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"group_stats\\\".\\\"group_col\\\",\\n \\\"group_stats\\\".\\\"p\\\",\\n MAX(CASE WHEN \\\"ranked\\\".\\\"rn\\\" = \\\"group_stats\\\".\\\"lo_rn\\\" THEN \\\"ranked\\\".\\\"measure_val\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"ranked\\\".\\\"rn\\\" = \\\"group_stats\\\".\\\"hi_rn\\\" THEN \\\"ranked\\\".\\\"measure_val\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"group_stats\\\"\\n JOIN \\\"ranked\\\"\\n ON \\\"ranked\\\".\\\"group_col\\\" = \\\"group_stats\\\".\\\"group_col\\\"\\n GROUP BY\\n \\\"group_stats\\\".\\\"group_col\\\",\\n \\\"group_stats\\\".\\\"p\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ROLE_DEPTNAME\\\",\\n CASE\\n WHEN \\\"lo_val\\\" IS NULL THEN NULL\\n WHEN \\\"hi_val\\\" IS NULL THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"p\\\" - CAST(\\\"p\\\" AS INTEGER)) * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ROLE_DEPTNAME\\\";\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.9) using window functions and linear interpolation over CAST(\\\"ROLE_TITLE\\\" AS REAL), grouped by \\\"ROLE_DEPTNAME\\\" and limited to groups with at least 5 rows from the provided bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14258,"cached_input_tokens":12032,"output_tokens":2750,"reasoning_output_tokens":2064}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bdb2a5d1d8ddae109fae236d796fc233c02f231 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ROLE_DEPTNAME\" AS \"group_col\",\n CAST(\"ROLE_TITLE\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_DEPTNAME\"\n ORDER BY CAST(\"ROLE_TITLE\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_DEPTNAME\"\n ) AS \"cnt\"\n FROM \"c9\"\n WHERE \"ROLE_DEPTNAME\" IS NOT NULL\n AND \"ROLE_TITLE\" IS NOT NULL\n),\n\"group_stats\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"p\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (0.9 * (\"cnt\" - 1) + 1.0) = CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) THEN CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n ELSE CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n \"group_stats\".\"group_col\",\n \"group_stats\".\"p\",\n MAX(CASE WHEN \"ranked\".\"rn\" = \"group_stats\".\"lo_rn\" THEN \"ranked\".\"measure_val\" END) AS \"lo_val\",\n MAX(CASE WHEN \"ranked\".\"rn\" = \"group_stats\".\"hi_rn\" THEN \"ranked\".\"measure_val\" END) AS \"hi_val\"\n FROM \"group_stats\"\n JOIN \"ranked\"\n ON \"ranked\".\"group_col\" = \"group_stats\".\"group_col\"\n GROUP BY\n \"group_stats\".\"group_col\",\n \"group_stats\".\"p\"\n)\nSELECT\n \"group_col\" AS \"ROLE_DEPTNAME\",\n CASE\n WHEN \"lo_val\" IS NULL THEN NULL\n WHEN \"hi_val\" IS NULL THEN \"lo_val\"\n ELSE \"lo_val\" + (\"p\" - CAST(\"p\" AS INTEGER)) * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"ROLE_DEPTNAME\";","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.9) using window functions and linear interpolation over CAST(\"ROLE_TITLE\" AS REAL), grouped by \"ROLE_DEPTNAME\" and limited to groups with at least 5 rows from the provided bindings."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_02c33d9132bcb8e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6aa4e7dc2c76f29d10a7a63cfafceadc5bb3520 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7404, "bytes_utf8": 7404, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14291, "cached_input_tokens": 12032, "output_tokens": 402, "reasoning_output_tokens": 284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1d1ca97f428db918eabd3d031ffb0a498de8d865 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_04dea3b833db58f1", + "api_calls": 0, + "input_tokens": 14291, + "cached_input_tokens": 12032, + "output_tokens": 402, + "total_tokens": 14693, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9691.58, + "sql_execution_elapsed_ms_total": 38.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9acc40dec978c1179b8504560d58ed936f788b55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:53.546796+00:00", + "ended_at": "2026-05-19T16:03:03.238408+00:00", + "elapsed_ms": 9691.58, + "prompt_metrics": { + "chars": 7404, + "bytes_utf8": 7404, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 747, + "bytes_utf8": 747, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 392, + "bytes_utf8": 392, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14291, + "cached_input_tokens": 12032, + "output_tokens": 402, + "reasoning_output_tokens": 284 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe20434beea28c0a287e02b51ea0ab933efb3a11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ROLE_ROLLUP_2, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "condition_col": "ROLE_FAMILY", + "condition_value": "290919", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f28843a7d91fb1674c671f035c14638a822981e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-cef3-7010-b504-9fdaf7fba478"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ROLE_ROLLUP_2\\\",\\n AVG(CASE WHEN \\\"ROLE_FAMILY\\\" = '290919' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"ROLE_ROLLUP_2\\\" and condition_col=\\\"ROLE_FAMILY\\\", using condition_value '290919'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14291,"cached_input_tokens":12032,"output_tokens":402,"reasoning_output_tokens":284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..454164302bdf8561e7dc05a527ef7a3352663b4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ROLE_ROLLUP_2\",\n AVG(CASE WHEN \"ROLE_FAMILY\" = '290919' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"ROLE_ROLLUP_2\" and condition_col=\"ROLE_FAMILY\", using condition_value '290919'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_04dea3b833db58f1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db3bfd6984871cc0fc2d59aa7a40cbf7d437330d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:52.141017+00:00", + "ended_at": "2026-05-19T16:09:54.908241+00:00", + "elapsed_ms": 2767.2, + "returncode": 1, + "prompt_metrics": { + "chars": 7201, + "bytes_utf8": 7201, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c51f73c0a42a38ae0cbb4780a2ec7b38b9b98032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:55.909849+00:00", + "ended_at": "2026-05-19T16:10:00.076924+00:00", + "elapsed_ms": 4167.04, + "returncode": 1, + "prompt_metrics": { + "chars": 7201, + "bytes_utf8": 7201, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..615936d072ce99c7862237bf49fb44a78d70d773 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_CODE, measure_col=MGR_ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "MGR_ID", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..615936d072ce99c7862237bf49fb44a78d70d773 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_CODE, measure_col=MGR_ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "MGR_ID", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c273c867299f797d9b0286ed17d822b2c5d00d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-31fe-7c42-a25f-47427138067f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1090278c015119c439a73a467f4bdcb32abdb57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-31fe-7c42-a25f-47427138067f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b07ac7ce97f048699cf6878f0e32b83120ef15d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-40b9-7850-8cf0-e2411593d0bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6bf97c2b09d9beafa9a8e6fcfebea14d206ff36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-40b9-7850-8cf0-e2411593d0bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0752c3ad7c250b10/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eca1d9b03fc24227b2d1e36ce8b2d5c2cb3b1b2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:50.384849+00:00", + "ended_at": "2026-05-19T16:04:53.356210+00:00", + "elapsed_ms": 2971.33, + "returncode": 1, + "prompt_metrics": { + "chars": 7365, + "bytes_utf8": 7365, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b9cc34aaa44c2c9660c4406c211b53f93b87c1bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:54.358868+00:00", + "ended_at": "2026-05-19T16:04:57.611425+00:00", + "elapsed_ms": 3252.5, + "returncode": 1, + "prompt_metrics": { + "chars": 7365, + "bytes_utf8": 7365, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd7adf01094b66b5b1e485d6e1204726c7e1f6c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_1, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd7adf01094b66b5b1e485d6e1204726c7e1f6c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_1, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47be3c4ca3301cec67899611ec97a7db297e72c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-976c-7870-a813-45a0e14f4976"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb599d939119a871d1d137a7ac7dafd430329b55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-976c-7870-a813-45a0e14f4976"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24a0427462cf569d6d759700e514b755ee2851fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-a6d3-7560-94f1-f95c5bf3affd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f668aee873021004c44375a756bfc7218cb4dd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-a6d3-7560-94f1-f95c5bf3affd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67435f607c52690eb977433760dc51bd5dcb6c1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7534, "bytes_utf8": 7534, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 614, "bytes_utf8": 614, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14343, "cached_input_tokens": 12032, "output_tokens": 708, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9fa73cd43a28e2d1b0a02c70563218083a8e9f1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_095c9c6645a92420", + "api_calls": 0, + "input_tokens": 14343, + "cached_input_tokens": 12032, + "output_tokens": 708, + "total_tokens": 15051, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14502.77, + "sql_execution_elapsed_ms_total": 54.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5934eef311823dfddbad5ee4d04099bf3d232ae4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:32.977089+00:00", + "ended_at": "2026-05-19T15:34:47.479893+00:00", + "elapsed_ms": 14502.77, + "prompt_metrics": { + "chars": 7534, + "bytes_utf8": 7534, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 996, + "bytes_utf8": 996, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 614, + "bytes_utf8": 614, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14343, + "cached_input_tokens": 12032, + "output_tokens": 708, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94c39508587d094f6ccefae38cf2b09381112023 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=MGR_ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "MGR_ID", + "item_col": "ROLE_CODE", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..927822bcd8b1875fb01eda91580cec2201787a75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-dc1c-7463-a569-c94303e0c565"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n \\\"ROLE_CODE\\\",\\n SUM(CAST(\\\"MGR_ID\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MGR_ID\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MGR_ID\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_ROLLUP_1\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_CODE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested Within-Group Share of Total template with group_col=\\\"ROLE_ROLLUP_1\\\", item_col=\\\"ROLE_CODE\\\", and measure_col=\\\"MGR_ID\\\". CAST to REAL is applied because the schema stores all fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14343,"cached_input_tokens":12032,"output_tokens":708,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d324b43994e45e231bf1a2e36fe31491dcbe047c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_ROLLUP_1\",\n \"ROLE_CODE\",\n SUM(CAST(\"MGR_ID\" AS REAL)) AS total_measure,\n SUM(CAST(\"MGR_ID\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MGR_ID\" AS REAL))) OVER (PARTITION BY \"ROLE_ROLLUP_1\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\", \"ROLE_CODE\"\nORDER BY share_within_group DESC;","notes":"Used the requested Within-Group Share of Total template with group_col=\"ROLE_ROLLUP_1\", item_col=\"ROLE_CODE\", and measure_col=\"MGR_ID\". CAST to REAL is applied because the schema stores all fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095c9c6645a92420/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca8cca7137f526c16e751d6c8b8bd747a8a30a8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:51.449472+00:00", + "ended_at": "2026-05-19T16:07:54.109698+00:00", + "elapsed_ms": 2660.2, + "returncode": 1, + "prompt_metrics": { + "chars": 7114, + "bytes_utf8": 7114, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b744e4e197497e2370bd9beebc0889d47556b00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:55.111555+00:00", + "ended_at": "2026-05-19T16:07:58.304173+00:00", + "elapsed_ms": 3192.59, + "returncode": 1, + "prompt_metrics": { + "chars": 7114, + "bytes_utf8": 7114, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e311d1915b4610812d7dba62db026de82cd092f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_CODE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_CODE", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e311d1915b4610812d7dba62db026de82cd092f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_CODE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_CODE", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e0a1f9a75ba16b9960f32bdd771ec9e0c598f66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5aa6-7832-90dd-cd53e2856bf8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b061ac3c9a250c77fc0396d840a60bc0296501e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5aa6-7832-90dd-cd53e2856bf8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcad598d9c1dbb2bf4b2f0903d99cbf36ee02f33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-68e3-76e1-b4d5-a0bdde8cde5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..31bb7aefd410299c3633b2b9fbac7b44022f53c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-68e3-76e1-b4d5-a0bdde8cde5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0b005fc25af43c8b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb4359b3647d6b111bce71d82c0aaa654e29fa15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7389, "bytes_utf8": 7389, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14281, "cached_input_tokens": 12032, "output_tokens": 268, "reasoning_output_tokens": 149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b92bad581c6b539b6f2eaff26666704e4e5c59e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_0c0d324dcd91061f", + "api_calls": 0, + "input_tokens": 14281, + "cached_input_tokens": 12032, + "output_tokens": 268, + "total_tokens": 14549, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9740.71, + "sql_execution_elapsed_ms_total": 13.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89b1466dd55a4865a77d6be4fb972fbc3d809465 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:16.502104+00:00", + "ended_at": "2026-05-19T16:02:26.242847+00:00", + "elapsed_ms": 9740.71, + "prompt_metrics": { + "chars": 7389, + "bytes_utf8": 7389, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 451, + "bytes_utf8": 451, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14281, + "cached_input_tokens": 12032, + "output_tokens": 268, + "reasoning_output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d48f73181e9897029ea2b7dab9a4518a971114fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ACTION, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ACTION", + "condition_col": "ROLE_FAMILY", + "condition_value": "290919", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec6fac901a610fe3695b9bb4c4bb66aa49a7a885 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-3e45-7a90-96c2-b200cc02da62"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ACTION\\\",\\n AVG(CASE WHEN \\\"ROLE_FAMILY\\\" = '290919' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"ACTION\\\" and condition_col=\\\"ROLE_FAMILY\\\" using condition_value '290919'. The schema types are TEXT, so the condition value is quoted as a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14281,"cached_input_tokens":12032,"output_tokens":268,"reasoning_output_tokens":149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a20da36848482d9f39b9ad7f1727fb9e9e0bd3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ACTION\",\n AVG(CASE WHEN \"ROLE_FAMILY\" = '290919' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c9\"\nGROUP BY \"ACTION\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"ACTION\" and condition_col=\"ROLE_FAMILY\" using condition_value '290919'. The schema types are TEXT, so the condition value is quoted as a string literal."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0c0d324dcd91061f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4427e16c2375292ed8f6f76bb00d67f11f774121 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7546, "bytes_utf8": 7546, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 639, "bytes_utf8": 639, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14339, "cached_input_tokens": 12032, "output_tokens": 861, "reasoning_output_tokens": 675}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..086e64e77b8f5cc7f01ecc7c5e2f3310af240636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_107a27a3fa9b587b", + "api_calls": 0, + "input_tokens": 14339, + "cached_input_tokens": 12032, + "output_tokens": 861, + "total_tokens": 15200, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16259.17, + "sql_execution_elapsed_ms_total": 31.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df5f48073b27fa8afe300fa82688e9f6c506e5c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:11.607137+00:00", + "ended_at": "2026-05-19T15:37:27.866336+00:00", + "elapsed_ms": 16259.17, + "prompt_metrics": { + "chars": 7546, + "bytes_utf8": 7546, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1021, + "bytes_utf8": 1021, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 639, + "bytes_utf8": 639, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14339, + "cached_input_tokens": 12032, + "output_tokens": 861, + "reasoning_output_tokens": 675 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..339b4afd5d66512fcd98d95ccd3a5f52d1b6e0c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ROLE_CODE, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "ROLE_TITLE", + "item_col": "ROLE_ROLLUP_2", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118890.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82bc4a3a5d5948a630954bc06e09851eb2cca4c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-47ca-7011-873a-18bac80bdfae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_CODE\\\",\\n \\\"ROLE_ROLLUP_2\\\",\\n SUM(CAST(\\\"ROLE_TITLE\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ROLE_TITLE\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ROLE_TITLE\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_CODE\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_CODE\\\", \\\"ROLE_ROLLUP_2\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"ROLE_CODE\\\", item_col=\\\"ROLE_ROLLUP_2\\\", and measure_col=\\\"ROLE_TITLE\\\". Because the schema stores values as TEXT, the measure is cast to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14339,"cached_input_tokens":12032,"output_tokens":861,"reasoning_output_tokens":675}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..300c4c57d8a260828d18e27b5b51d7c8e3c067b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_CODE\",\n \"ROLE_ROLLUP_2\",\n SUM(CAST(\"ROLE_TITLE\" AS REAL)) AS total_measure,\n SUM(CAST(\"ROLE_TITLE\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ROLE_TITLE\" AS REAL))) OVER (PARTITION BY \"ROLE_CODE\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_CODE\", \"ROLE_ROLLUP_2\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"ROLE_CODE\", item_col=\"ROLE_ROLLUP_2\", and measure_col=\"ROLE_TITLE\". Because the schema stores values as TEXT, the measure is cast to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_107a27a3fa9b587b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc052def3286559291de0022a364ac73121548e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7694, "bytes_utf8": 7694, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 799, "bytes_utf8": 799, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14358, "cached_input_tokens": 12032, "output_tokens": 559, "reasoning_output_tokens": 351}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e305b666fc9efcc6d9667bf88e2ee76c2dbb5562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_11cc3562f7c8851f", + "api_calls": 0, + "input_tokens": 14358, + "cached_input_tokens": 12032, + "output_tokens": 559, + "total_tokens": 14917, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11354.49, + "sql_execution_elapsed_ms_total": 42.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d989d56a8b76ed5c2fe3f5f0a1bdcfa9d5ef930d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:23.615102+00:00", + "ended_at": "2026-05-19T15:49:34.969630+00:00", + "elapsed_ms": 11354.49, + "prompt_metrics": { + "chars": 7694, + "bytes_utf8": 7694, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1180, + "bytes_utf8": 1180, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 799, + "bytes_utf8": 799, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14358, + "cached_input_tokens": 12032, + "output_tokens": 559, + "reasoning_output_tokens": 351 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46b63088b0366d79b63ad6a0d5bd0201be92ea91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ROLE_TITLE, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_TITLE", + "measure_col": "ROLE_DEPTNAME", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119993.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..151de18800e7a60cbbb4a90843189613144ebbcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-732e-70b2-ac5f-cb9d26ba20c1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"ROLE_TITLE\\\", SUM(CAST(\\\"ROLE_DEPTNAME\\\" AS REAL)) AS group_value\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_TITLE\\\" IS NOT NULL\\n AND \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n GROUP BY \\\"ROLE_TITLE\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ROLE_TITLE\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"ROLE_TITLE\\\" and measure_col=\\\"ROLE_DEPTNAME\\\". Cast \\\"ROLE_DEPTNAME\\\" from TEXT to REAL so SQLite SUM aggregates numeric values correctly, and filtered NULLs for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14358,"cached_input_tokens":12032,"output_tokens":559,"reasoning_output_tokens":351}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae751e3c36b9651876dad1a149d8e0d7b3c5e148 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"ROLE_TITLE\", SUM(CAST(\"ROLE_DEPTNAME\" AS REAL)) AS group_value\n FROM \"c9\"\n WHERE \"ROLE_TITLE\" IS NOT NULL\n AND \"ROLE_DEPTNAME\" IS NOT NULL\n GROUP BY \"ROLE_TITLE\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ROLE_TITLE\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\"ROLE_TITLE\" and measure_col=\"ROLE_DEPTNAME\". Cast \"ROLE_DEPTNAME\" from TEXT to REAL so SQLite SUM aggregates numeric values correctly, and filtered NULLs for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_11cc3562f7c8851f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71f86991264e0b9e2b1c23faa511d595f7060c11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7314, "bytes_utf8": 7314, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7314, "bytes_utf8": 7314, "lines": 216, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1022, "bytes_utf8": 1022, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14262, "cached_input_tokens": 13696, "output_tokens": 1170, "reasoning_output_tokens": 852}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2662b82e7362f35211faa6a935eff7d1d0392ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_131f1d185cdea04d", + "api_calls": 0, + "input_tokens": 14262, + "cached_input_tokens": 13696, + "output_tokens": 1170, + "total_tokens": 15432, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24234.08, + "sql_execution_elapsed_ms_total": 78.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9ef4d589531f5d97154fb3b3c5b34b6cba8a9c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:53.744155+00:00", + "ended_at": "2026-05-19T15:52:57.179232+00:00", + "elapsed_ms": 3435.05, + "returncode": 1, + "prompt_metrics": { + "chars": 7314, + "bytes_utf8": 7314, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3974bb9f3bb2e0ccd7b814bc294294d86d0c6651 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:58.181242+00:00", + "ended_at": "2026-05-19T15:53:18.980318+00:00", + "elapsed_ms": 20799.03, + "prompt_metrics": { + "chars": 7314, + "bytes_utf8": 7314, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1473, + "bytes_utf8": 1473, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1022, + "bytes_utf8": 1022, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14262, + "cached_input_tokens": 13696, + "output_tokens": 1170, + "reasoning_output_tokens": 852 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa1d4ec5f3c4b904b80f9eafdd609403afbfec7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_TITLE", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa1d4ec5f3c4b904b80f9eafdd609403afbfec7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_TITLE", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..721dc91d53dc9ecf6f883894f070bce43bdc6460 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-a7f7-79b3-8b0a-914fe02121a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6462a92e90ce5b628ae1af85edbb2f05df2193e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-a7f7-79b3-8b0a-914fe02121a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c6738150abd2919816a2325acecf844f76164ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-b96b-7b92-9c8d-9381883d010a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n CAST(\\\"ROLE_TITLE\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_1\\\"\\n ORDER BY CAST(\\\"ROLE_TITLE\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n AND \\\"ROLE_TITLE\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n)\\nSELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n MAX(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 90th percentile within each ROLE_ROLLUP_1 group. ROLE_TITLE is cast from TEXT to REAL before ordering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14262,"cached_input_tokens":13696,"output_tokens":1170,"reasoning_output_tokens":852}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2d8fedca112ead298d98526cb3d49c0c330a7d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ROLE_ROLLUP_1\",\n CAST(\"ROLE_TITLE\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_ROLLUP_1\"\n ORDER BY CAST(\"ROLE_TITLE\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_ROLLUP_1\"\n ) AS \"cnt\"\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_1\" IS NOT NULL\n AND \"ROLE_TITLE\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"ROLE_ROLLUP_1\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n)\nSELECT\n \"ROLE_ROLLUP_1\",\n MAX(\"measure_value\") AS \"percentile_measure\"\nFROM \"picked\"\nGROUP BY \"ROLE_ROLLUP_1\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 90th percentile within each ROLE_ROLLUP_1 group. ROLE_TITLE is cast from TEXT to REAL before ordering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_131f1d185cdea04d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e34adb397b81be951654a180de1a7c0513788c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:11.603082+00:00", + "ended_at": "2026-05-19T15:56:14.932354+00:00", + "elapsed_ms": 3329.24, + "returncode": 1, + "prompt_metrics": { + "chars": 7316, + "bytes_utf8": 7316, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6bfef0bd3c929bb0bfb03a6ed2bfedfd4d9599b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:15.934415+00:00", + "ended_at": "2026-05-19T15:56:19.016605+00:00", + "elapsed_ms": 3082.16, + "returncode": 1, + "prompt_metrics": { + "chars": 7316, + "bytes_utf8": 7316, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a26cfdb1f4d7d92febb1de0b8aa03b0f0eac9daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_CODE", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118813.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a26cfdb1f4d7d92febb1de0b8aa03b0f0eac9daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_CODE", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118813.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5100fab186bea768c3291a6ccf12e3cf8dff5fdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-accc-7a51-a85c-3d7c2cc69be2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff47efa6c25f9758c439034d6bec3f81f2a17773 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-accc-7a51-a85c-3d7c2cc69be2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37436b4084a1bcef039362bec97b9872429d8659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-bdd9-7532-a1d5-b8f17cd62275"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..829d0892fda4aa38150b618e59df1156a43de494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-bdd9-7532-a1d5-b8f17cd62275"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_143a229557ad4684/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b1ec09d9b0bb9cde859a261176bc859d14b85fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:43.555906+00:00", + "ended_at": "2026-05-19T16:06:46.765620+00:00", + "elapsed_ms": 3209.69, + "returncode": 1, + "prompt_metrics": { + "chars": 7123, + "bytes_utf8": 7123, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b21c11bd896855c6f3bab0010f60747ca5b3e671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:47.767340+00:00", + "ended_at": "2026-05-19T16:06:50.370345+00:00", + "elapsed_ms": 2602.96, + "returncode": 1, + "prompt_metrics": { + "chars": 7123, + "bytes_utf8": 7123, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec7c19062d431cf7b885add2e9236a0ac8f92cb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec7c19062d431cf7b885add2e9236a0ac8f92cb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9eb4cbc4a2caab7d2e60fbbe480914bda1bb57c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5164-7533-a9f1-9c11b13e241e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72c63ae7f03e53f50b62f780e9cb33e1ad557a1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-5164-7533-a9f1-9c11b13e241e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83a3fd021efcc2e62488b944c4e0e5f5748d2557 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-61d0-7343-9b33-d2c36a7c36b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..421719a4328d0eca281841443f308f9ed6149660 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-61d0-7343-9b33-d2c36a7c36b8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1449ba3278f79020/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..677570bb3f852c4f72f351b8473ebf6ee580b0a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7134, "bytes_utf8": 7134, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14224, "cached_input_tokens": 12032, "output_tokens": 380, "reasoning_output_tokens": 262}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..46ab6f99017627ef2e138d0570830895b0e09b13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_14ce03727974b4c6", + "api_calls": 0, + "input_tokens": 14224, + "cached_input_tokens": 12032, + "output_tokens": 380, + "total_tokens": 14604, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10135.3, + "sql_execution_elapsed_ms_total": 17.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee7c2cd3fb5c4ee560fcb646d3a73fa2bb56d5bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:23.666348+00:00", + "ended_at": "2026-05-19T15:31:33.801677+00:00", + "elapsed_ms": 10135.3, + "prompt_metrics": { + "chars": 7134, + "bytes_utf8": 7134, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 392, + "bytes_utf8": 392, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14224, + "cached_input_tokens": 12032, + "output_tokens": 380, + "reasoning_output_tokens": 262 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc41e64cae7b9f7a75ef53cfc3b764804b65a0ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_CODE", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..633951617731f9b99066c3f12f2f1cadb7512129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-f89e-79c2-8b5b-92d905199cf3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_ROLLUP_1\\\", SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"ROLE_ROLLUP_1\\\" and measure_col=\\\"ROLE_CODE\\\". Cast \\\"ROLE_CODE\\\" to NUMERIC because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14224,"cached_input_tokens":12032,"output_tokens":380,"reasoning_output_tokens":262}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9834bcd01005729befc76471a051229d4097572d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ROLE_ROLLUP_1\", SUM(CAST(\"ROLE_CODE\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"ROLE_ROLLUP_1\" and measure_col=\"ROLE_CODE\". Cast \"ROLE_CODE\" to NUMERIC because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_14ce03727974b4c6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11d4ccdd4bc46a858ab8452b858d7fc4bda01317 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7691, "bytes_utf8": 7691, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 631, "bytes_utf8": 631, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14360, "cached_input_tokens": 13696, "output_tokens": 697, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..514879f163c2fb1d6e0d8767731fa18ea2fc2f8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_159492ac11e6dedb", + "api_calls": 0, + "input_tokens": 14360, + "cached_input_tokens": 13696, + "output_tokens": 697, + "total_tokens": 15057, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25760.38, + "sql_execution_elapsed_ms_total": 15.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8b6978805a93e95aff9ad5e0c28f1969b4ed808 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:38.456222+00:00", + "ended_at": "2026-05-19T15:51:04.216633+00:00", + "elapsed_ms": 25760.38, + "prompt_metrics": { + "chars": 7691, + "bytes_utf8": 7691, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1667, + "bytes_utf8": 1667, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 631, + "bytes_utf8": 631, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14360, + "cached_input_tokens": 13696, + "output_tokens": 697, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1927cd26146d62c4ca1a2ed33cf7579b1b75750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_CODE", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118813.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f8b277749a49d3cca6a3f16506d2331b25b0e94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ee-9785-7651-8139-fa8374ac447a"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987055, Requested 14995. Please try again in 61ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14995. Please try again in 449ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"ROLE_ROLLUP_1\\\", SUM(CAST(\\\"ROLE_CODE\\\" AS REAL)) AS group_value\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ROLE_ROLLUP_1\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"ROLE_ROLLUP_1\\\" and measure_col=\\\"ROLE_CODE\\\". Cast \\\"ROLE_CODE\\\" from TEXT to REAL so SUM is SQLite-compatible on this schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14360,"cached_input_tokens":13696,"output_tokens":697,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7d703ee41b5375945457bbba1182252e70ded04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"ROLE_ROLLUP_1\", SUM(CAST(\"ROLE_CODE\" AS REAL)) AS group_value\n FROM \"c9\"\n GROUP BY \"ROLE_ROLLUP_1\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ROLE_ROLLUP_1\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the requested template with group_col=\"ROLE_ROLLUP_1\" and measure_col=\"ROLE_CODE\". Cast \"ROLE_CODE\" from TEXT to REAL so SUM is SQLite-compatible on this schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_159492ac11e6dedb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e02009bffd51a2feb80912553240e19b06d9c63e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7042, "bytes_utf8": 7042, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 272, "bytes_utf8": 272, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14197, "cached_input_tokens": 13696, "output_tokens": 218, "reasoning_output_tokens": 133}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f69b08a2319b78298a4cbdff51438ae562867dd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_19ba09887e3d6efd", + "api_calls": 0, + "input_tokens": 14197, + "cached_input_tokens": 13696, + "output_tokens": 218, + "total_tokens": 14415, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12952.13, + "sql_execution_elapsed_ms_total": 15.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48446a54a16669cf06b759b5b8dfabc81a0f8e71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:46.026933+00:00", + "ended_at": "2026-05-19T15:33:58.979087+00:00", + "elapsed_ms": 12952.13, + "prompt_metrics": { + "chars": 7042, + "bytes_utf8": 7042, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 955, + "bytes_utf8": 955, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 272, + "bytes_utf8": 272, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14197, + "cached_input_tokens": 13696, + "output_tokens": 218, + "reasoning_output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c90b79c9c76d2ff299288a819717ccd8a59788d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..083c952dc092399274b7747d58cdc630e14b38e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40df-24c0-7a50-ab1e-076e95361fc7"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1992031, Requested 14832. Please try again in 205ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ROLE_ROLLUP_1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the Grouped Count by Category template with group_col bound to ROLE_ROLLUP_1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14197,"cached_input_tokens":13696,"output_tokens":218,"reasoning_output_tokens":133}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a4a79d0993c818a4176d39454fbd169a298371f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ROLE_ROLLUP_1\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\"\nORDER BY \"row_count\" DESC;","notes":"Applied the Grouped Count by Category template with group_col bound to ROLE_ROLLUP_1."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_19ba09887e3d6efd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60ef44b7eb0721cc6371af1045b9441fb46bad74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7449, "bytes_utf8": 7449, "lines": 220, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14321, "cached_input_tokens": 13696, "output_tokens": 656, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4dd0c19782127d28cb953d8f16ab0871b4512da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_1a99f4b81d34e3f5", + "api_calls": 0, + "input_tokens": 14321, + "cached_input_tokens": 13696, + "output_tokens": 656, + "total_tokens": 14977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20696.83, + "sql_execution_elapsed_ms_total": 10.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..333f03ac8ee3f2a6da9803eca3b3af73965050d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:25.411939+00:00", + "ended_at": "2026-05-19T15:43:46.108818+00:00", + "elapsed_ms": 20696.83, + "prompt_metrics": { + "chars": 7449, + "bytes_utf8": 7449, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1178, + "bytes_utf8": 1178, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 481, + "bytes_utf8": 481, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14321, + "cached_input_tokens": 13696, + "output_tokens": 656, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e24081baa4e2d3e60ab34465aa297d7e40a88123 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_1, group_col_2=ROLE_TITLE.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "group_col_2": "ROLE_TITLE", + "predicate_col": "MGR_ID", + "predicate_op": ">=", + "predicate_value": 42034.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9a87b99d72c9bc0a475dc60c1eaa28c79ec088b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-fbf8-7532-95b9-13c6817c37a2"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1994079, Requested 14956. Please try again in 271ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_TITLE\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nWHERE CAST(\\\"MGR_ID\\\" AS REAL) >= 42034.0\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_TITLE\\\"\\nORDER BY \\\"row_count\\\" DESC\\nLIMIT 12;\",\"notes\":\"Used the planned two-dimensional grouped count template with group columns ROLE_ROLLUP_1 and ROLE_TITLE. CAST on MGR_ID is applied because the schema stores it as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14321,"cached_input_tokens":13696,"output_tokens":656,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cebbe547c2b6a11804c8f606806487aad93ed200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"ROLE_ROLLUP_1\", \"ROLE_TITLE\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nWHERE CAST(\"MGR_ID\" AS REAL) >= 42034.0\nGROUP BY \"ROLE_ROLLUP_1\", \"ROLE_TITLE\"\nORDER BY \"row_count\" DESC\nLIMIT 12;","notes":"Used the planned two-dimensional grouped count template with group columns ROLE_ROLLUP_1 and ROLE_TITLE. CAST on MGR_ID is applied because the schema stores it as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1a99f4b81d34e3f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b5b749350b9ab6ca52dd4e596aa8d3f932abd06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7357, "bytes_utf8": 7357, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7357, "bytes_utf8": 7357, "lines": 219, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14275, "cached_input_tokens": 12032, "output_tokens": 327, "reasoning_output_tokens": 210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f17fbe0cb72d5fa572f1c93ec0c628b4adbe44a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_1e3b1a40e6f72762", + "api_calls": 0, + "input_tokens": 14275, + "cached_input_tokens": 12032, + "output_tokens": 327, + "total_tokens": 14602, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14745.25, + "sql_execution_elapsed_ms_total": 40.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ddfc8971609f9a166bf924228bd818f1ede3636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:05.782922+00:00", + "ended_at": "2026-05-19T16:04:09.079855+00:00", + "elapsed_ms": 3296.89, + "returncode": 1, + "prompt_metrics": { + "chars": 7357, + "bytes_utf8": 7357, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5ca48ad5f80b79df81fe843e3533cc8939c07de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:10.082045+00:00", + "ended_at": "2026-05-19T16:04:21.530450+00:00", + "elapsed_ms": 11448.36, + "prompt_metrics": { + "chars": 7357, + "bytes_utf8": 7357, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 802, + "bytes_utf8": 802, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14275, + "cached_input_tokens": 12032, + "output_tokens": 327, + "reasoning_output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5136b97788af1094033d24aa02fba0c849380057 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ROLE_CODE, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_CODE", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5136b97788af1094033d24aa02fba0c849380057 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ROLE_CODE, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_CODE", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fb31d7ea3d7d19e969d951ab77a16d98861bf74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-e91d-7f53-b018-ce40447f82a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..478955cd84579ce2330cab513319fd5ce371b94f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-e91d-7f53-b018-ce40447f82a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a12ab6b0fd747afb8520d25fdb887a4ced7ac84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-f9d9-7712-9494-1485e0978020"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ROLE_CODE\\\",\\n AVG(CASE WHEN \\\"ACTION\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_CODE\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"ROLE_CODE\\\" and condition_col=\\\"ACTION\\\". Compared against '1' because the schema snapshot shows these fields are stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14275,"cached_input_tokens":12032,"output_tokens":327,"reasoning_output_tokens":210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7b5c3ce1c59dce0880c5c5a30b668abd52b5b4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ROLE_CODE\",\n AVG(CASE WHEN \"ACTION\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c9\"\nGROUP BY \"ROLE_CODE\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"ROLE_CODE\" and condition_col=\"ACTION\". Compared against '1' because the schema snapshot shows these fields are stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1e3b1a40e6f72762/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..324f21d1dead6db86106e755967a47f24e5072c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7116, "bytes_utf8": 7116, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 319, "bytes_utf8": 319, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14227, "cached_input_tokens": 12032, "output_tokens": 255, "reasoning_output_tokens": 164}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc315be2bc2c1d9bd7029ff013e3d2319924e2b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_1efbf232cde605fc", + "api_calls": 0, + "input_tokens": 14227, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 14482, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7860.18, + "sql_execution_elapsed_ms_total": 13.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5d4745172318b55b891841fe70906c340c9576c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:30.408351+00:00", + "ended_at": "2026-05-19T16:07:38.268553+00:00", + "elapsed_ms": 7860.18, + "prompt_metrics": { + "chars": 7116, + "bytes_utf8": 7116, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 668, + "bytes_utf8": 668, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 319, + "bytes_utf8": 319, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14227, + "cached_input_tokens": 12032, + "output_tokens": 255, + "reasoning_output_tokens": 164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47e00b25c85146e03b212c0c009e91abed2520ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ROLE_TITLE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_TITLE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9d739767beb27794f88a4ec3012c7e42aaf5839 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-0864-7242-904a-5e836116b835"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"ROLE_TITLE\\\",\\n COUNT(*) AS support\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_TITLE\\\"\\nORDER BY support ASC, \\\"ROLE_TITLE\\\"\\nLIMIT 14;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to ROLE_TITLE and top_k set to 14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14227,"cached_input_tokens":12032,"output_tokens":255,"reasoning_output_tokens":164}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b9bba50027c9b2594d7593cfac78f003e9973f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"ROLE_TITLE\",\n COUNT(*) AS support\nFROM \"c9\"\nGROUP BY \"ROLE_TITLE\"\nORDER BY support ASC, \"ROLE_TITLE\"\nLIMIT 14;","notes":"Used the provided Low-Support Group Count template with group_col bound to ROLE_TITLE and top_k set to 14."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1efbf232cde605fc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f58712679cb132609a49cb49bef84d226346b6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7042, "bytes_utf8": 7042, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 303, "bytes_utf8": 303, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14193, "cached_input_tokens": 13696, "output_tokens": 175, "reasoning_output_tokens": 93}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c3bc5448d0cc17d769e76ed41b20e3e7e65bc1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_1f485cc125ac3b4c", + "api_calls": 0, + "input_tokens": 14193, + "cached_input_tokens": 13696, + "output_tokens": 175, + "total_tokens": 14368, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9364.93, + "sql_execution_elapsed_ms_total": 15.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66d5c1057369f08c5bde873344d7ce683d878f72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:00.268508+00:00", + "ended_at": "2026-05-19T15:33:09.633470+00:00", + "elapsed_ms": 9364.93, + "prompt_metrics": { + "chars": 7042, + "bytes_utf8": 7042, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 652, + "bytes_utf8": 652, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 303, + "bytes_utf8": 303, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14193, + "cached_input_tokens": 13696, + "output_tokens": 175, + "reasoning_output_tokens": 93 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ad80eb2adb473e83e323beaa2fcdee5fc8f14c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bde59b2bfec44d0535a81a3c0895a211e690df3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-71f7-7c91-91b7-728ba4281322"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ROLE_DEPTNAME\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_DEPTNAME\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to ROLE_DEPTNAME to inspect subgroup size distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14193,"cached_input_tokens":13696,"output_tokens":175,"reasoning_output_tokens":93}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dea29e5000a86ab38366509a44cb04e80fd8ac0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ROLE_DEPTNAME\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nGROUP BY \"ROLE_DEPTNAME\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned grouped-count template with group_col bound to ROLE_DEPTNAME to inspect subgroup size distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1f485cc125ac3b4c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2e25b5155352596ef61f2c2198d93da9a6e2889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7529, "bytes_utf8": 7529, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 609, "bytes_utf8": 609, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14331, "cached_input_tokens": 12032, "output_tokens": 650, "reasoning_output_tokens": 483}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..352e828a281f830fff7a5834740f9e7d514d7220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_2071811f200d7640", + "api_calls": 0, + "input_tokens": 14331, + "cached_input_tokens": 12032, + "output_tokens": 650, + "total_tokens": 14981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12128.52, + "sql_execution_elapsed_ms_total": 28.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0a4e2e3bbf2fcf05fec48cf68460c5917b4f830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:20.813785+00:00", + "ended_at": "2026-05-19T15:34:32.942329+00:00", + "elapsed_ms": 12128.52, + "prompt_metrics": { + "chars": 7529, + "bytes_utf8": 7529, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1005, + "bytes_utf8": 1005, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 609, + "bytes_utf8": 609, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14331, + "cached_input_tokens": 12032, + "output_tokens": 650, + "reasoning_output_tokens": 483 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef0a8a3288df13a46b282ff7ab4c41abb7634fcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ACTION, measure_col=RESOURCE.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ACTION", + "measure_col": "RESOURCE", + "item_col": "ROLE_FAMILY", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 43174.88, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52212066937abfcfae901332fc9bfe9f67402a16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-ac83-77a1-a739-07ab5125d6b0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ACTION\\\", \\\"ROLE_FAMILY\\\",\\n SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"RESOURCE\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RESOURCE\\\" AS REAL))) OVER (PARTITION BY \\\"ACTION\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\", \\\"ROLE_FAMILY\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ACTION\\\", item_col=\\\"ROLE_FAMILY\\\", and measure_col=\\\"RESOURCE\\\". Cast \\\"RESOURCE\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14331,"cached_input_tokens":12032,"output_tokens":650,"reasoning_output_tokens":483}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66c77012bf718475970757813fa6e36072dda1e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"ACTION\", \"ROLE_FAMILY\",\n SUM(CAST(\"RESOURCE\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"RESOURCE\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"RESOURCE\" AS REAL))) OVER (PARTITION BY \"ACTION\") AS \"share_within_group\"\nFROM \"c9\"\nGROUP BY \"ACTION\", \"ROLE_FAMILY\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"ACTION\", item_col=\"ROLE_FAMILY\", and measure_col=\"RESOURCE\". Cast \"RESOURCE\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2071811f200d7640/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a838c0d9f4e0d6201bfb4ffc3dc4554af47ac47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7395, "bytes_utf8": 7395, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7395, "bytes_utf8": 7395, "lines": 219, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14282, "cached_input_tokens": 12032, "output_tokens": 428, "reasoning_output_tokens": 306}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1e3b5ed10e732e41c1458fba45290d51394bc58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_21eb436d84123c7e", + "api_calls": 0, + "input_tokens": 14282, + "cached_input_tokens": 12032, + "output_tokens": 428, + "total_tokens": 14710, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15248.77, + "sql_execution_elapsed_ms_total": 27.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74213c1c421a8025429341ab6e2d14da90e0c850 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:49.494943+00:00", + "ended_at": "2026-05-19T16:03:53.384623+00:00", + "elapsed_ms": 3889.65, + "returncode": 1, + "prompt_metrics": { + "chars": 7395, + "bytes_utf8": 7395, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8110cfaa8bd47ea63ad4e928316dbf40f01857e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:54.386653+00:00", + "ended_at": "2026-05-19T16:04:05.745821+00:00", + "elapsed_ms": 11359.12, + "prompt_metrics": { + "chars": 7395, + "bytes_utf8": 7395, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14282, + "cached_input_tokens": 12032, + "output_tokens": 428, + "reasoning_output_tokens": 306 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9286ab1ea1904a1336f9fe014bb6ef9ca12636a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_TITLE, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_TITLE", + "condition_col": "ROLE_FAMILY", + "condition_value": "118424", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9286ab1ea1904a1336f9fe014bb6ef9ca12636a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_TITLE, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_TITLE", + "condition_col": "ROLE_FAMILY", + "condition_value": "118424", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cc0834f715fe7e778662a7e255e37647518b2eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-a981-74b2-a636-8a4f0b6d6b12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..003b283201bf47188c2159f03d9c2eddf8f01b27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-a981-74b2-a636-8a4f0b6d6b12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..caede30913bec67265727143ca778fcfb5a1df20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-bca2-7750-b6e5-8a71bb64f60d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"ROLE_TITLE\\\",\\n AVG(CASE WHEN \\\"ROLE_FAMILY\\\" = '118424' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_TITLE\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"ROLE_TITLE\\\" and condition_col=\\\"ROLE_FAMILY\\\", using condition_value '118424' as a text literal to match the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14282,"cached_input_tokens":12032,"output_tokens":428,"reasoning_output_tokens":306}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9908284b823e7e4ba799fbdbe93cce38bde6b23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT\n \"ROLE_TITLE\",\n AVG(CASE WHEN \"ROLE_FAMILY\" = '118424' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c9\"\nGROUP BY \"ROLE_TITLE\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"ROLE_TITLE\" and condition_col=\"ROLE_FAMILY\", using condition_value '118424' as a text literal to match the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_21eb436d84123c7e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f235d49aa57e1c7256b3949cffae6722de4941f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7548, "bytes_utf8": 7548, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 636, "bytes_utf8": 636, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14342, "cached_input_tokens": 13696, "output_tokens": 574, "reasoning_output_tokens": 391}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4674b82428608e1113ee3aaf75a5bfe254182ce0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_227bec089522af07", + "api_calls": 0, + "input_tokens": 14342, + "cached_input_tokens": 13696, + "output_tokens": 574, + "total_tokens": 14916, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12419.0, + "sql_execution_elapsed_ms_total": 36.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2888cbe041c41fc5a364fce371a8ff5fe9cba1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:39.574925+00:00", + "ended_at": "2026-05-19T15:38:51.993955+00:00", + "elapsed_ms": 12419.0, + "prompt_metrics": { + "chars": 7548, + "bytes_utf8": 7548, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1016, + "bytes_utf8": 1016, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 636, + "bytes_utf8": 636, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14342, + "cached_input_tokens": 13696, + "output_tokens": 574, + "reasoning_output_tokens": 391 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..383b6198ba869761a570d52bb7d9bbfe7fdec7a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=RESOURCE.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "RESOURCE", + "item_col": "ROLE_FAMILY_DESC", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 43174.88, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7151c15d0aeb05f5238ac616c6b969124ef2c51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-9f76-7ac3-bec7-0065e8a7c73b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_FAMILY_DESC\\\",\\n SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"RESOURCE\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RESOURCE\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_ROLLUP_2\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_FAMILY_DESC\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ROLE_ROLLUP_2\\\", item_col=\\\"ROLE_FAMILY_DESC\\\", and measure_col=\\\"RESOURCE\\\". Cast RESOURCE to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14342,"cached_input_tokens":13696,"output_tokens":574,"reasoning_output_tokens":391}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6911d7845676019db3a56d6c0d9543311f4b4bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"ROLE_ROLLUP_2\", \"ROLE_FAMILY_DESC\",\n SUM(CAST(\"RESOURCE\" AS REAL)) AS total_measure,\n SUM(CAST(\"RESOURCE\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"RESOURCE\" AS REAL))) OVER (PARTITION BY \"ROLE_ROLLUP_2\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\", \"ROLE_FAMILY_DESC\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"ROLE_ROLLUP_2\", item_col=\"ROLE_FAMILY_DESC\", and measure_col=\"RESOURCE\". Cast RESOURCE to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_227bec089522af07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e58eccf2b26bb2be4035e352980f4ab5a22bb6e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7304, "bytes_utf8": 7304, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 595, "bytes_utf8": 595, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14273, "cached_input_tokens": 12032, "output_tokens": 595, "reasoning_output_tokens": 432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..110f1db12a4da40fa77564514165b420bc0ae574 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_27191a63b71ef9ec", + "api_calls": 0, + "input_tokens": 14273, + "cached_input_tokens": 12032, + "output_tokens": 595, + "total_tokens": 14868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13983.05, + "sql_execution_elapsed_ms_total": 46.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a61f7ee023f2d70a39c0f2c4f770c45c4daad36c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:52.238205+00:00", + "ended_at": "2026-05-19T15:47:06.221302+00:00", + "elapsed_ms": 13983.05, + "prompt_metrics": { + "chars": 7304, + "bytes_utf8": 7304, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 956, + "bytes_utf8": 956, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 595, + "bytes_utf8": 595, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14273, + "cached_input_tokens": 12032, + "output_tokens": 595, + "reasoning_output_tokens": 432 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f9cd7956e824381de7bd62d225d9cf3bf7c51f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "ROLE_DEPTNAME", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aad5c064cc797b3f6952f74604b4a8bfcd56938 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-2466-7a62-bf05-729916d400ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"ROLE_DEPTNAME\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ROLE_DEPTNAME\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n)\\nSELECT \\\"ROLE_DEPTNAME\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"ROLE_DEPTNAME\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to ROLE_DEPTNAME and num_tiles=10. CAST is used because ROLE_DEPTNAME is stored as TEXT in SQLite schema but represents numeric discrete values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14273,"cached_input_tokens":12032,"output_tokens":595,"reasoning_output_tokens":432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1b7c27fcac2195bc3d4a5bd280ee64c9b470530 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"ROLE_DEPTNAME\",\n NTILE(10) OVER (ORDER BY CAST(\"ROLE_DEPTNAME\" AS INTEGER) DESC) AS tail_bucket\n FROM \"c9\"\n WHERE \"ROLE_DEPTNAME\" IS NOT NULL\n)\nSELECT \"ROLE_DEPTNAME\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"ROLE_DEPTNAME\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to ROLE_DEPTNAME and num_tiles=10. CAST is used because ROLE_DEPTNAME is stored as TEXT in SQLite schema but represents numeric discrete values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27191a63b71ef9ec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fe7601bc3359bb9607262c4fa2be7e07d88aadb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7692, "bytes_utf8": 7692, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 778, "bytes_utf8": 778, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14356, "cached_input_tokens": 13696, "output_tokens": 657, "reasoning_output_tokens": 449}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa86caa78ba902ea3cc721585782ce3489f6c40f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_27b4ac3aedcf7445", + "api_calls": 0, + "input_tokens": 14356, + "cached_input_tokens": 13696, + "output_tokens": 657, + "total_tokens": 15013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13777.64, + "sql_execution_elapsed_ms_total": 12.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..816023d79705feafaf285dd15e17cfb77e390bfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:11.735229+00:00", + "ended_at": "2026-05-19T15:50:25.512896+00:00", + "elapsed_ms": 13777.64, + "prompt_metrics": { + "chars": 7692, + "bytes_utf8": 7692, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1166, + "bytes_utf8": 1166, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14356, + "cached_input_tokens": 13696, + "output_tokens": 657, + "reasoning_output_tokens": 449 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83ccfb243aa58bbd36845d026aa6a6e8de5c79e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ACTION, measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 164523.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93193f82241b416c91809b6698c73400ad7e8841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-2f1e-7d31-8b9a-b0a0257bee6b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"ACTION\\\",\\n SUM(CAST(\\\"ROLE_FAMILY_DESC\\\" AS REAL)) AS group_value\\n FROM \\\"c9\\\"\\n WHERE \\\"ACTION\\\" IS NOT NULL\\n AND \\\"ROLE_FAMILY_DESC\\\" IS NOT NULL\\n AND \\\"ROLE_FAMILY_DESC\\\" <> ''\\n GROUP BY \\\"ACTION\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ACTION\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the planned relative-to-total threshold template with group_col=\\\"ACTION\\\" and measure_col=\\\"ROLE_FAMILY_DESC\\\". \\\"ROLE_FAMILY_DESC\\\" is cast to REAL because the schema stores it as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14356,"cached_input_tokens":13696,"output_tokens":657,"reasoning_output_tokens":449}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddde2f5fba48d4f727e2fdbaa3ab6eb8c66d5430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"ACTION\",\n SUM(CAST(\"ROLE_FAMILY_DESC\" AS REAL)) AS group_value\n FROM \"c9\"\n WHERE \"ACTION\" IS NOT NULL\n AND \"ROLE_FAMILY_DESC\" IS NOT NULL\n AND \"ROLE_FAMILY_DESC\" <> ''\n GROUP BY \"ACTION\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ACTION\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the planned relative-to-total threshold template with group_col=\"ACTION\" and measure_col=\"ROLE_FAMILY_DESC\". \"ROLE_FAMILY_DESC\" is cast to REAL because the schema stores it as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_27b4ac3aedcf7445/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..860dea6c97625423188d3be0493b048be9293177 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7700, "bytes_utf8": 7700, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 857, "bytes_utf8": 857, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14370, "cached_input_tokens": 13696, "output_tokens": 940, "reasoning_output_tokens": 678}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f16c8a549ac5e5eca7c4335e6dc71fe190e14fa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_29f53f67245873cf", + "api_calls": 0, + "input_tokens": 14370, + "cached_input_tokens": 13696, + "output_tokens": 940, + "total_tokens": 15310, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16747.57, + "sql_execution_elapsed_ms_total": 20.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..625a96b601350fa07418c8741777ac9ab747b6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:16.774288+00:00", + "ended_at": "2026-05-19T15:48:33.521880+00:00", + "elapsed_ms": 16747.57, + "prompt_metrics": { + "chars": 7700, + "bytes_utf8": 7700, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1287, + "bytes_utf8": 1287, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 857, + "bytes_utf8": 857, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14370, + "cached_input_tokens": 13696, + "output_tokens": 940, + "reasoning_output_tokens": 678 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bc2c9da812ff6638f14b55882ed837ea2aa05cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_ROLLUP_1", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f110c53893cfccb5991560e8223765ad74421507 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-6e08-7ab0-9a8b-9e66e2e2daf8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_2\\\" IS NOT NULL\\n AND \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n GROUP BY \\\"ROLE_ROLLUP_2\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"ROLE_ROLLUP_2\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the required template with group_col=\\\"ROLE_ROLLUP_2\\\" and measure_col=\\\"ROLE_ROLLUP_1\\\". Cast the measure to REAL because the SQLite schema stores these fields as TEXT, and filtered NULLs for a more stable grouped aggregate view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14370,"cached_input_tokens":13696,"output_tokens":940,"reasoning_output_tokens":678}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da1fd226fcd8e2c7cd3f44017bc40f97e5b73f2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"ROLE_ROLLUP_2\",\n SUM(CAST(\"ROLE_ROLLUP_1\" AS REAL)) AS \"group_value\"\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_2\" IS NOT NULL\n AND \"ROLE_ROLLUP_1\" IS NOT NULL\n GROUP BY \"ROLE_ROLLUP_2\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"ROLE_ROLLUP_2\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Applied the required template with group_col=\"ROLE_ROLLUP_2\" and measure_col=\"ROLE_ROLLUP_1\". Cast the measure to REAL because the SQLite schema stores these fields as TEXT, and filtered NULLs for a more stable grouped aggregate view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_29f53f67245873cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c0e6f64e3f8833b351611aee940416ddafc85aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7304, "bytes_utf8": 7304, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14273, "cached_input_tokens": 13696, "output_tokens": 584, "reasoning_output_tokens": 413}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6c0681c9aaf952d4931127b3238efdfa63fbcec6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_2a873a0515865cc3", + "api_calls": 0, + "input_tokens": 14273, + "cached_input_tokens": 13696, + "output_tokens": 584, + "total_tokens": 14857, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11640.83, + "sql_execution_elapsed_ms_total": 85.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2bdb7586dbf729df0788e2bd86dbe95736084eaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:49.995750+00:00", + "ended_at": "2026-05-19T15:45:01.636607+00:00", + "elapsed_ms": 11640.83, + "prompt_metrics": { + "chars": 7304, + "bytes_utf8": 7304, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 943, + "bytes_utf8": 943, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 566, + "bytes_utf8": 566, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14273, + "cached_input_tokens": 13696, + "output_tokens": 584, + "reasoning_output_tokens": 413 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f034a2b9c8c37dadeb86798b783b3b3f515e23f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "ROLE_DEPTNAME", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..613c5be1114643744c82969626d059cff30f80b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-4663-7902-9bdf-dd729dd3b020"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"ROLE_DEPTNAME\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ROLE_DEPTNAME\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n)\\nSELECT \\\"ROLE_DEPTNAME\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"ROLE_DEPTNAME\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to ROLE_DEPTNAME and num_tiles=10. CAST to REAL is used for ordering because ROLE_DEPTNAME is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14273,"cached_input_tokens":13696,"output_tokens":584,"reasoning_output_tokens":413}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9ef166c2f5c8566da20d6f7f65705eebe7edd4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"ROLE_DEPTNAME\",\n NTILE(10) OVER (ORDER BY CAST(\"ROLE_DEPTNAME\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"c9\"\n WHERE \"ROLE_DEPTNAME\" IS NOT NULL\n)\nSELECT \"ROLE_DEPTNAME\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"ROLE_DEPTNAME\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to ROLE_DEPTNAME and num_tiles=10. CAST to REAL is used for ordering because ROLE_DEPTNAME is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2a873a0515865cc3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82f72513b4d10842e07716c95fbffe550a4c92b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:00.080956+00:00", + "ended_at": "2026-05-19T16:10:02.918302+00:00", + "elapsed_ms": 2837.32, + "returncode": 1, + "prompt_metrics": { + "chars": 7207, + "bytes_utf8": 7207, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23c5dd4f2eb5f94cd9495638ab7a44ee413890d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:03.920241+00:00", + "ended_at": "2026-05-19T16:10:07.210540+00:00", + "elapsed_ms": 3290.25, + "returncode": 1, + "prompt_metrics": { + "chars": 7207, + "bytes_utf8": 7207, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ee40f0e6050152f6b280da60e76451149abbd73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_CODE, measure_col=MGR_ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "MGR_ID", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20807.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ee40f0e6050152f6b280da60e76451149abbd73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_CODE, measure_col=MGR_ID.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "MGR_ID", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20807.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..635d83083d5f2009b543e2e7e44b1f6be1481f77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5114-7223-b80b-30f8ba7c1341"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdcbdc7aeb548960af7316a977535e503ae497de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-5114-7223-b80b-30f8ba7c1341"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0358fb27a06513c1b8e34fd63bd49107d73fba8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6018-7850-9441-2db7e6b3e607"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cb7282b9a218363146d0c4023a7ef380d4b0359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6018-7850-9441-2db7e6b3e607"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2b6d3ff3fa56a63b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6d4fb60c9b14acc1160e18fb8c2481b5c60a037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:21.845463+00:00", + "ended_at": "2026-05-19T16:09:25.231440+00:00", + "elapsed_ms": 3385.95, + "returncode": 1, + "prompt_metrics": { + "chars": 7216, + "bytes_utf8": 7216, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c2e860e335b5575e0276384b24ba619ef1aa9be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:26.233184+00:00", + "ended_at": "2026-05-19T16:09:29.010068+00:00", + "elapsed_ms": 2776.85, + "returncode": 1, + "prompt_metrics": { + "chars": 7216, + "bytes_utf8": 7216, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e48585056fc031d0d8b1c20cf1dd928a2a5ae858 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_CODE", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e48585056fc031d0d8b1c20cf1dd928a2a5ae858 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_CODE", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4536fbd8ce22062df4fa40768c4a4321ef5dbfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-bbc9-7c82-9eb2-150d96eff4e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ad9eade3cf20e0e7c43124247e1279c46bcbf64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-bbc9-7c82-9eb2-150d96eff4e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76d16314b2457efb14bfedac4ad02e0796d8b465 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ccd0-75d3-8d9f-8468f29f0058"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..daf22b4c91cc0ee9d24da085c54d491f60cb42ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-ccd0-75d3-8d9f-8468f29f0058"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2bbcd5cf5b42a44c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e0a0b12abb09dd3fa18819f8c8471dbe0daace6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7364, "bytes_utf8": 7364, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 12032, "output_tokens": 490, "reasoning_output_tokens": 360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eeb6084746669e0e9bc513a3a56ad965115cb453 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_2f137d8bbe93c41c", + "api_calls": 0, + "input_tokens": 14283, + "cached_input_tokens": 12032, + "output_tokens": 490, + "total_tokens": 14773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11696.43, + "sql_execution_elapsed_ms_total": 16.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d0f6c0aab940634b08305307aa7d5b16c031d04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:35.257628+00:00", + "ended_at": "2026-05-19T16:02:46.954093+00:00", + "elapsed_ms": 11696.43, + "prompt_metrics": { + "chars": 7364, + "bytes_utf8": 7364, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 794, + "bytes_utf8": 794, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14283, + "cached_input_tokens": 12032, + "output_tokens": 490, + "reasoning_output_tokens": 360 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ebee548282dc38955d98076d68b083094e581d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_1, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e4a937f9a78febc3531eade730f37f5094be389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-87a4-7c60-ba01-6b617ff7d0a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ROLE_ROLLUP_1\\\",\\n AVG(CASE WHEN \\\"ACTION\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applies the Grouped Condition Rate template with group_col=\\\"ROLE_ROLLUP_1\\\" and condition_col=\\\"ACTION\\\", measuring the share of rows where ACTION='1' within each ROLE_ROLLUP_1 group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14283,"cached_input_tokens":12032,"output_tokens":490,"reasoning_output_tokens":360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee99595d85c8f8becdb20a69bfc78ca41fd047b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ROLE_ROLLUP_1\",\n AVG(CASE WHEN \"ACTION\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\"\nORDER BY \"condition_rate\" DESC;","notes":"Applies the Grouped Condition Rate template with group_col=\"ROLE_ROLLUP_1\" and condition_col=\"ACTION\", measuring the share of rows where ACTION='1' within each ROLE_ROLLUP_1 group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f137d8bbe93c41c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6d89f66c9a1897583c9960b58d481d2d0a27f33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7549, "bytes_utf8": 7549, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14342, "cached_input_tokens": 13696, "output_tokens": 708, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4259dd20610d582a2c17f25fc37fe8744cc6da0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_2f6f30d6520ea8fb", + "api_calls": 0, + "input_tokens": 14342, + "cached_input_tokens": 13696, + "output_tokens": 708, + "total_tokens": 15050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14180.86, + "sql_execution_elapsed_ms_total": 50.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..673f37312978d4476a4fd33086dac656f2559999 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:40.727015+00:00", + "ended_at": "2026-05-19T15:36:54.907910+00:00", + "elapsed_ms": 14180.86, + "prompt_metrics": { + "chars": 7549, + "bytes_utf8": 7549, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1026, + "bytes_utf8": 1026, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14342, + "cached_input_tokens": 13696, + "output_tokens": 708, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0056a70707fd04afcf3fb89008050a7601c602f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_TITLE, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_TITLE", + "measure_col": "ROLE_DEPTNAME", + "item_col": "ROLE_ROLLUP_1", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119993.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f338221333826495f73792b8a672cc047eda7335 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-cf2b-7c82-b11d-516e24fc1dde"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_TITLE\\\",\\n \\\"ROLE_ROLLUP_1\\\",\\n SUM(CAST(\\\"ROLE_DEPTNAME\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ROLE_DEPTNAME\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"ROLE_DEPTNAME\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_TITLE\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_TITLE\\\", \\\"ROLE_ROLLUP_1\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ROLE_TITLE\\\", item_col=\\\"ROLE_ROLLUP_1\\\", and measure_col=\\\"ROLE_DEPTNAME\\\". Cast the measure column to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14342,"cached_input_tokens":13696,"output_tokens":708,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..058c78bf24669bdd329fde79ff25494ee3668e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_TITLE\",\n \"ROLE_ROLLUP_1\",\n SUM(CAST(\"ROLE_DEPTNAME\" AS REAL)) AS total_measure,\n SUM(CAST(\"ROLE_DEPTNAME\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"ROLE_DEPTNAME\" AS REAL))) OVER (PARTITION BY \"ROLE_TITLE\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_TITLE\", \"ROLE_ROLLUP_1\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"ROLE_TITLE\", item_col=\"ROLE_ROLLUP_1\", and measure_col=\"ROLE_DEPTNAME\". Cast the measure column to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2f6f30d6520ea8fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32c0de0d935d1ba8cb34532efc03813beba0db9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7398, "bytes_utf8": 7398, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 12032, "output_tokens": 555, "reasoning_output_tokens": 449}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23a94ca675507eb44b0936852ba99a43f9f10794 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_2fe1ca9d9d19e89a", + "api_calls": 0, + "input_tokens": 14283, + "cached_input_tokens": 12032, + "output_tokens": 555, + "total_tokens": 14838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12721.37, + "sql_execution_elapsed_ms_total": 39.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..702da770ee329b8d7fe956bebe566f0437d47855 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:36.724200+00:00", + "ended_at": "2026-05-19T16:03:49.445612+00:00", + "elapsed_ms": 12721.37, + "prompt_metrics": { + "chars": 7398, + "bytes_utf8": 7398, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14283, + "cached_input_tokens": 12032, + "output_tokens": 555, + "reasoning_output_tokens": 449 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7636a10fc424142c041d6aa2157fb9f81281d1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ROLE_TITLE, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_TITLE", + "condition_col": "ROLE_FAMILY", + "condition_value": "290919", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d17bad31f444b677a54538e4dd35dd4222e9f7a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-7790-7f31-b684-df7a7a06fef3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ROLE_TITLE\\\",\\n AVG(CASE WHEN \\\"ROLE_FAMILY\\\" = '290919' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_TITLE\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Computes the within-ROLE_TITLE proportion of rows where ROLE_FAMILY equals 290919, following the grouped condition rate template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14283,"cached_input_tokens":12032,"output_tokens":555,"reasoning_output_tokens":449}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40f8786f50d2d3166b8fa43df64757f55e4e515f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ROLE_TITLE\",\n AVG(CASE WHEN \"ROLE_FAMILY\" = '290919' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c9\"\nGROUP BY \"ROLE_TITLE\"\nORDER BY \"condition_rate\" DESC;","notes":"Computes the within-ROLE_TITLE proportion of rows where ROLE_FAMILY equals 290919, following the grouped condition rate template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2fe1ca9d9d19e89a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..993284a68f7b8cf069ab895e47ed0eb7f5b1894a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7322, "bytes_utf8": 7322, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2092, "bytes_utf8": 2092, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 12032, "output_tokens": 2681, "reasoning_output_tokens": 1946}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94b67a1f0085278c46015c6e3f5739648e3bdea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_31a36be9657e9a40", + "api_calls": 0, + "input_tokens": 14266, + "cached_input_tokens": 12032, + "output_tokens": 2681, + "total_tokens": 16947, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 41758.62, + "sql_execution_elapsed_ms_total": 125.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df3fb0ba55c9ecc75d4931d2ff4257680c5d5d04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:35.725604+00:00", + "ended_at": "2026-05-19T16:00:17.484252+00:00", + "elapsed_ms": 41758.62, + "prompt_metrics": { + "chars": 7322, + "bytes_utf8": 7322, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2746, + "bytes_utf8": 2746, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2092, + "bytes_utf8": 2092, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14266, + "cached_input_tokens": 12032, + "output_tokens": 2681, + "reasoning_output_tokens": 1946 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f068d0c66464800e0890a0ebe9aae7eaed0992d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_DEPTNAME", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..342557c2a12082d631d125cbcedb86f7d15ec30c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-ca42-7540-987c-31dd63b2f27a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\" AS \\\"group_col\\\",\\n CAST(\\\"ROLE_DEPTNAME\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_2\\\" IS NOT NULL\\n AND \\\"ROLE_ROLLUP_2\\\" <> ''\\n AND \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n AND \\\"ROLE_DEPTNAME\\\" <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + ((\\\"cnt\\\" - 1) * 0.95)) AS \\\"pos\\\",\\n CAST((1.0 + ((\\\"cnt\\\" - 1) * 0.95)) AS INTEGER) AS \\\"lo_rn\\\",\\n CAST((1.0 + ((\\\"cnt\\\" - 1) * 0.95)) AS INTEGER) +\\n CASE\\n WHEN (1.0 + ((\\\"cnt\\\" - 1) * 0.95)) > CAST((1.0 + ((\\\"cnt\\\" - 1) * 0.95)) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n o.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lo_rn\\\" THEN o.\\\"measure_col\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"hi_rn\\\" THEN o.\\\"measure_col\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"ordered\\\" AS o\\n JOIN \\\"positions\\\" AS p\\n ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY\\n o.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ROLE_ROLLUP_2\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + ((\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ROLE_ROLLUP_2\\\"\\nLIMIT 12;\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.95) grouped by ROLE_ROLLUP_2 using window functions. ROLE_DEPTNAME is cast from TEXT to REAL, blank/null values are excluded, groups are filtered to at least 5 rows, and the result is limited to the top 12 groups by 95th-percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14266,"cached_input_tokens":12032,"output_tokens":2681,"reasoning_output_tokens":1946}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be715ff342383c08c278e3ec6c5eb6d59cdc4797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"ROLE_ROLLUP_2\" AS \"group_col\",\n CAST(\"ROLE_DEPTNAME\" AS REAL) AS \"measure_col\"\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_2\" IS NOT NULL\n AND \"ROLE_ROLLUP_2\" <> ''\n AND \"ROLE_DEPTNAME\" IS NOT NULL\n AND \"ROLE_DEPTNAME\" <> ''\n),\n\"ordered\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure_col\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + ((\"cnt\" - 1) * 0.95)) AS \"pos\",\n CAST((1.0 + ((\"cnt\" - 1) * 0.95)) AS INTEGER) AS \"lo_rn\",\n CAST((1.0 + ((\"cnt\" - 1) * 0.95)) AS INTEGER) +\n CASE\n WHEN (1.0 + ((\"cnt\" - 1) * 0.95)) > CAST((1.0 + ((\"cnt\" - 1) * 0.95)) AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi_rn\"\n FROM \"ordered\"\n WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n SELECT\n o.\"group_col\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lo_rn\" THEN o.\"measure_col\" END) AS \"lo_val\",\n MAX(CASE WHEN o.\"rn\" = p.\"hi_rn\" THEN o.\"measure_col\" END) AS \"hi_val\"\n FROM \"ordered\" AS o\n JOIN \"positions\" AS p\n ON o.\"group_col\" = p.\"group_col\"\n GROUP BY\n o.\"group_col\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\"\n)\nSELECT\n \"group_col\" AS \"ROLE_ROLLUP_2\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + ((\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"ROLE_ROLLUP_2\"\nLIMIT 12;","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.95) grouped by ROLE_ROLLUP_2 using window functions. ROLE_DEPTNAME is cast from TEXT to REAL, blank/null values are excluded, groups are filtered to at least 5 rows, and the result is limited to the top 12 groups by 95th-percentile value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_31a36be9657e9a40/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2baa72dafacd31e3e5a160caf27ad017066c5ea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7683, "bytes_utf8": 7683, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 704, "bytes_utf8": 704, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14359, "cached_input_tokens": 12032, "output_tokens": 703, "reasoning_output_tokens": 494}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da2e7de6c0be6a5af9c4fe552d14c1d0b3a7ca70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_339c70488142b90f", + "api_calls": 0, + "input_tokens": 14359, + "cached_input_tokens": 12032, + "output_tokens": 703, + "total_tokens": 15062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14215.44, + "sql_execution_elapsed_ms_total": 21.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0068c1e2625eea09879c62a760f6841c791d83e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:32.361922+00:00", + "ended_at": "2026-05-19T15:51:46.577397+00:00", + "elapsed_ms": 14215.44, + "prompt_metrics": { + "chars": 7683, + "bytes_utf8": 7683, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1120, + "bytes_utf8": 1120, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14359, + "cached_input_tokens": 12032, + "output_tokens": 703, + "reasoning_output_tokens": 494 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f11d092d5bfd85c47e129a8bd1c6acac3e1856 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ROLE_DEPTNAME, measure_col=MGR_ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "MGR_ID", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ed22232b757446ad37d5dca541ee2cc3b21c8f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-6a32-7493-8323-685db6cecada"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"ROLE_DEPTNAME\\\", SUM(CAST(\\\"MGR_ID\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_DEPTNAME\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"ROLE_DEPTNAME\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the requested Relative-to-Total Extreme Threshold template with \\\"ROLE_DEPTNAME\\\" as the grouping column and SUM(CAST(\\\"MGR_ID\\\" AS REAL)) as the measure because the schema stores numeric-like fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14359,"cached_input_tokens":12032,"output_tokens":703,"reasoning_output_tokens":494}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68ed9bc79d42d18827e05d5ed0814862692c5358 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"ROLE_DEPTNAME\", SUM(CAST(\"MGR_ID\" AS REAL)) AS \"group_value\"\n FROM \"c9\"\n GROUP BY \"ROLE_DEPTNAME\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"ROLE_DEPTNAME\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Used the requested Relative-to-Total Extreme Threshold template with \"ROLE_DEPTNAME\" as the grouping column and SUM(CAST(\"MGR_ID\" AS REAL)) as the measure because the schema stores numeric-like fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_339c70488142b90f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0993a9f0429bcf12dc610a7423dd8bdef3861d70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7372, "bytes_utf8": 7372, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14280, "cached_input_tokens": 12032, "output_tokens": 448, "reasoning_output_tokens": 336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc70eb25cbdf66ef588499d5d0c907c07df70da8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_350646ef62f2b6fb", + "api_calls": 0, + "input_tokens": 14280, + "cached_input_tokens": 12032, + "output_tokens": 448, + "total_tokens": 14728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15151.84, + "sql_execution_elapsed_ms_total": 22.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2107fe93c35893d01c6897e7ba892afdd12bdf5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:21.543829+00:00", + "ended_at": "2026-05-19T16:03:36.695703+00:00", + "elapsed_ms": 15151.84, + "prompt_metrics": { + "chars": 7372, + "bytes_utf8": 7372, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14280, + "cached_input_tokens": 12032, + "output_tokens": 448, + "reasoning_output_tokens": 336 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bac74d22ce99989ab9a63f2a0417d3b241f356c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ROLE_DEPTNAME, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "condition_col": "ACTION", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e484c61640c1e78a87eae8f097d77d9d0229dc0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-3c71-71b2-a9c4-aa693b674d9e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ROLE_DEPTNAME\\\",\\n AVG(CASE WHEN \\\"ACTION\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_DEPTNAME\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template using \\\"ROLE_DEPTNAME\\\" as the grouping column and the proportion of rows where \\\"ACTION\\\" = '0' within each group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14280,"cached_input_tokens":12032,"output_tokens":448,"reasoning_output_tokens":336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd5a34b7a4f76a934359f32c957ea4507a587f40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ROLE_DEPTNAME\",\n AVG(CASE WHEN \"ACTION\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c9\"\nGROUP BY \"ROLE_DEPTNAME\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template using \"ROLE_DEPTNAME\" as the grouping column and the proportion of rows where \"ACTION\" = '0' within each group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_350646ef62f2b6fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..baa3e86e910a9d43b9dad120fc46cb70b9816963 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7143, "bytes_utf8": 7143, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14232, "cached_input_tokens": 12288, "output_tokens": 382, "reasoning_output_tokens": 258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a78482c6ae7facc863a5b760708c87b67f3ea876 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_35fb04ac6c3df6a7", + "api_calls": 0, + "input_tokens": 14232, + "cached_input_tokens": 12288, + "output_tokens": 382, + "total_tokens": 14614, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8997.26, + "sql_execution_elapsed_ms_total": 17.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..166f266340599b39eb84dd16b7514bf0eaea86f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:00.630410+00:00", + "ended_at": "2026-05-19T15:29:09.627701+00:00", + "elapsed_ms": 8997.26, + "prompt_metrics": { + "chars": 7143, + "bytes_utf8": 7143, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 761, + "bytes_utf8": 761, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14232, + "cached_input_tokens": 12288, + "output_tokens": 382, + "reasoning_output_tokens": 258 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38dd8ef5bb25bddadeb803d20b8ca5719495eb30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_ROLLUP_1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e76158abde8635d7b15db8e3ce0b4c80d9fd793c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-c9d1-72a1-804c-d6c730428819"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_ROLLUP_2\\\", SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"ROLE_ROLLUP_2\\\" and measure_col=\\\"ROLE_ROLLUP_1\\\". Casted the measure column to NUMERIC because the schema stores it as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14232,"cached_input_tokens":12288,"output_tokens":382,"reasoning_output_tokens":258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44d9ea30b7ee211917f368f081d801b7478a93c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ROLE_ROLLUP_2\", SUM(CAST(\"ROLE_ROLLUP_1\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"ROLE_ROLLUP_2\" and measure_col=\"ROLE_ROLLUP_1\". Casted the measure column to NUMERIC because the schema stores it as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_35fb04ac6c3df6a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7f5212bac7a370c64592beb2c58a23d21bbe673e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:00.310281+00:00", + "ended_at": "2026-05-19T16:09:03.442759+00:00", + "elapsed_ms": 3132.45, + "returncode": 1, + "prompt_metrics": { + "chars": 7223, + "bytes_utf8": 7223, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5a802bff79ed30e2676af365fcee030fe079110 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:04.444396+00:00", + "ended_at": "2026-05-19T16:09:07.444881+00:00", + "elapsed_ms": 3000.45, + "returncode": 1, + "prompt_metrics": { + "chars": 7223, + "bytes_utf8": 7223, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f910bce84a795deda186e8fa08a4f9687bb28afd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_TITLE", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118890.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f910bce84a795deda186e8fa08a4f9687bb28afd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_TITLE", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118890.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9af4c6886b62211e46597fe781af82bbdb4cefc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6796-7210-a81c-d80a8180b8cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d15ecaa7b5e3458f746909057d92359362d9ea0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6796-7210-a81c-d80a8180b8cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..973450c349065ed37e7cc4c55e1a56ab66dd8dcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-77c6-7323-819f-6fb3e4e47145"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41888a373fac7d7edaeddb587f1ef2615afd1820 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-77c6-7323-819f-6fb3e4e47145"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_36574f67970bcaef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ff8e49840749456dd66b0f3e37a8901c92033fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:17.614829+00:00", + "ended_at": "2026-05-19T16:00:20.699917+00:00", + "elapsed_ms": 3085.07, + "returncode": 1, + "prompt_metrics": { + "chars": 7322, + "bytes_utf8": 7322, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c39adf1ae90b63da8ad20a9b43080ddf30338810 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:21.701839+00:00", + "ended_at": "2026-05-19T16:00:24.526599+00:00", + "elapsed_ms": 2824.72, + "returncode": 1, + "prompt_metrics": { + "chars": 7322, + "bytes_utf8": 7322, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c123bf7c23ffc51658663f54626abce23e0152d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_DEPTNAME", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119993.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c123bf7c23ffc51658663f54626abce23e0152d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_DEPTNAME", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119993.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c49b4d2ebd6cf674a2375199b9ea6c123e2fa9ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-6def-76a2-ada4-aa1823b0a7bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f412b7502c7610b775889694e59e66f6f508b4ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-6def-76a2-ada4-aa1823b0a7bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9e8221149ee38768501bb08568d289d477bd253 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-7dc7-7210-b53b-408f86a56948"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcfe4c4aa5f25aa14e41ea19ee140dd2e142e3b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-7dc7-7210-b53b-408f86a56948"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_37e5967e7688c59c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4e5cc43b79dd40fd293cca5a4e3d877611c24be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7308, "bytes_utf8": 7308, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1930, "bytes_utf8": 1930, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14256, "cached_input_tokens": 13696, "output_tokens": 2716, "reasoning_output_tokens": 2070}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d4944d2a7c38a71a4c4c1729563fd7ba580594c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_38e44074f4999a2b", + "api_calls": 0, + "input_tokens": 14256, + "cached_input_tokens": 13696, + "output_tokens": 2716, + "total_tokens": 16972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37517.28, + "sql_execution_elapsed_ms_total": 131.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6598ed4d757889dbcd80920af11d7b800c2122c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:16.090442+00:00", + "ended_at": "2026-05-19T15:52:53.607752+00:00", + "elapsed_ms": 37517.28, + "prompt_metrics": { + "chars": 7308, + "bytes_utf8": 7308, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2556, + "bytes_utf8": 2556, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1930, + "bytes_utf8": 1930, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14256, + "cached_input_tokens": 13696, + "output_tokens": 2716, + "reasoning_output_tokens": 2070 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8df526bb86c5672f2e8f0c84059e7d0467d23a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ACTION, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_DEPTNAME", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119993.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bd8058c4cc53a1ca514d7866359a832c61ec4fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-14db-7b22-a93f-abd5d30f89ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"ACTION\\\" AS \\\"group_col\\\",\\n CAST(\\\"ROLE_DEPTNAME\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ACTION\\\"\\n ORDER BY CAST(\\\"ROLE_DEPTNAME\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ACTION\\\") AS \\\"n\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ACTION\\\" IS NOT NULL\\n AND \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + 0.9 * (\\\"n\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"n\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"n\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"n\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"n\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (\\\"n\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"group_col\\\",\\n b.\\\"pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_val\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN o.\\\"measure_val\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"group_col\\\" = b.\\\"group_col\\\"\\n GROUP BY\\n b.\\\"group_col\\\",\\n b.\\\"pos\\\",\\n b.\\\"lower_rn\\\",\\n b.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ACTION\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ACTION\\\";\",\"notes\":\"Uses the planned grouped-percentile shape with \\\"ACTION\\\" as the group column and \\\"ROLE_DEPTNAME\\\" as the measure. Because SQLite lacks PERCENTILE_CONT, the query emulates the 0.9 continuous percentile with window ordering and linear interpolation, casting the text-coded measure to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14256,"cached_input_tokens":13696,"output_tokens":2716,"reasoning_output_tokens":2070}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9f6052b36cddb57bd18bd7e391123ace59c46d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"ACTION\" AS \"group_col\",\n CAST(\"ROLE_DEPTNAME\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ACTION\"\n ORDER BY CAST(\"ROLE_DEPTNAME\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ACTION\") AS \"n\"\n FROM \"c9\"\n WHERE \"ACTION\" IS NOT NULL\n AND \"ROLE_DEPTNAME\" IS NOT NULL\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + 0.9 * (\"n\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"n\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"n\" - 1)) = CAST((1.0 + 0.9 * (\"n\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"n\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.9 * (\"n\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n b.\"group_col\",\n b.\"pos\",\n b.\"lower_rn\",\n b.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_val\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = b.\"upper_rn\" THEN o.\"measure_val\" END) AS \"upper_val\"\n FROM \"bounds\" AS b\n JOIN \"ordered\" AS o\n ON o.\"group_col\" = b.\"group_col\"\n GROUP BY\n b.\"group_col\",\n b.\"pos\",\n b.\"lower_rn\",\n b.\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"ACTION\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC, \"ACTION\";","notes":"Uses the planned grouped-percentile shape with \"ACTION\" as the group column and \"ROLE_DEPTNAME\" as the measure. Because SQLite lacks PERCENTILE_CONT, the query emulates the 0.9 continuous percentile with window ordering and linear interpolation, casting the text-coded measure to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_38e44074f4999a2b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0568a688102fb834fe1c9d56a08ab4e9dcd18323 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7542, "bytes_utf8": 7542, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 717, "bytes_utf8": 717, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14344, "cached_input_tokens": 12032, "output_tokens": 717, "reasoning_output_tokens": 500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..951a6b8f7a9e2a0f159654f6c8b5525c38c29510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_3a0d0fca66bc36f6", + "api_calls": 0, + "input_tokens": 14344, + "cached_input_tokens": 12032, + "output_tokens": 717, + "total_tokens": 15061, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13232.29, + "sql_execution_elapsed_ms_total": 30.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..deb2686d66b40524803fa4628796b6062d191b84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:47.541608+00:00", + "ended_at": "2026-05-19T15:35:00.773928+00:00", + "elapsed_ms": 13232.29, + "prompt_metrics": { + "chars": 7542, + "bytes_utf8": 7542, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1104, + "bytes_utf8": 1104, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 717, + "bytes_utf8": 717, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14344, + "cached_input_tokens": 12032, + "output_tokens": 717, + "reasoning_output_tokens": 500 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e592bef2d0f110a0cba916e45f69b2583a2be1a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ROLE_ROLLUP_1, measure_col=MGR_ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "MGR_ID", + "item_col": "ROLE_CODE", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20807.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f173800c38797108d6562af7a73fbeb2b89c1ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-1508-76a2-8631-c4aca177d897"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n \\\"ROLE_CODE\\\",\\n SUM(CAST(\\\"MGR_ID\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MGR_ID\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MGR_ID\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_ROLLUP_1\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_CODE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 15;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"ROLE_ROLLUP_1\\\", item_col=\\\"ROLE_CODE\\\", and measure_col=\\\"MGR_ID\\\". \\\"MGR_ID\\\" is stored as TEXT, so it is cast to REAL for SQLite aggregation; this follows the binding but should be interpreted cautiously because MGR_ID is identifier-like.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14344,"cached_input_tokens":12032,"output_tokens":717,"reasoning_output_tokens":500}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87708cd2b5b598dbdac8b53e7a98c9b05dfbc91d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_ROLLUP_1\",\n \"ROLE_CODE\",\n SUM(CAST(\"MGR_ID\" AS REAL)) AS total_measure,\n SUM(CAST(\"MGR_ID\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MGR_ID\" AS REAL))) OVER (PARTITION BY \"ROLE_ROLLUP_1\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\", \"ROLE_CODE\"\nORDER BY share_within_group DESC\nLIMIT 15;","notes":"Uses the requested Within-Group Share of Total template with group_col=\"ROLE_ROLLUP_1\", item_col=\"ROLE_CODE\", and measure_col=\"MGR_ID\". \"MGR_ID\" is stored as TEXT, so it is cast to REAL for SQLite aggregation; this follows the binding but should be interpreted cautiously because MGR_ID is identifier-like."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3a0d0fca66bc36f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b36d08cbfb529c8b22148ecf41dd97ed72e58038 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7440, "bytes_utf8": 7440, "lines": 220, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14311, "cached_input_tokens": 13696, "output_tokens": 564, "reasoning_output_tokens": 432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..933f3796e5b83e62457c221cb91a6ded98d6281c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_3e1d15c0a44f7c28", + "api_calls": 0, + "input_tokens": 14311, + "cached_input_tokens": 13696, + "output_tokens": 564, + "total_tokens": 14875, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14794.71, + "sql_execution_elapsed_ms_total": 18.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf00ab584b077b8585ddc793ae824f84fe896562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:09.450651+00:00", + "ended_at": "2026-05-19T15:42:24.245395+00:00", + "elapsed_ms": 14794.71, + "prompt_metrics": { + "chars": 7440, + "bytes_utf8": 7440, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 860, + "bytes_utf8": 860, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 485, + "bytes_utf8": 485, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14311, + "cached_input_tokens": 13696, + "output_tokens": 564, + "reasoning_output_tokens": 432 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97646ac268cc7e543ec403fd3eac9fbbb8ac1f6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ACTION, group_col_2=ROLE_TITLE.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "ACTION", + "group_col_2": "ROLE_TITLE", + "predicate_col": "ROLE_FAMILY", + "predicate_op": ">=", + "predicate_value": 290919.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82ff7ecf4078bb899966b5efd6d4671380495838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-d34b-70d3-afba-59b2b5c47f04"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ACTION\\\", \\\"ROLE_TITLE\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nWHERE CAST(\\\"ROLE_FAMILY\\\" AS REAL) >= 290919.0\\nGROUP BY \\\"ACTION\\\", \\\"ROLE_TITLE\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=\\\"ACTION\\\", group_col_2=\\\"ROLE_TITLE\\\", and predicate_col=\\\"ROLE_FAMILY\\\". ROLE_FAMILY is CAST to REAL because the schema snapshot stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14311,"cached_input_tokens":13696,"output_tokens":564,"reasoning_output_tokens":432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5d172d496f8b5318ff23f6c87b94f721b631228 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"ACTION\", \"ROLE_TITLE\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nWHERE CAST(\"ROLE_FAMILY\" AS REAL) >= 290919.0\nGROUP BY \"ACTION\", \"ROLE_TITLE\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with group_col=\"ACTION\", group_col_2=\"ROLE_TITLE\", and predicate_col=\"ROLE_FAMILY\". ROLE_FAMILY is CAST to REAL because the schema snapshot stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_3e1d15c0a44f7c28/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76360d8ead94198b9d3c326f0c551a0eb588a61e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7312, "bytes_utf8": 7312, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1888, "bytes_utf8": 1888, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14258, "cached_input_tokens": 13696, "output_tokens": 1136, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a116338c25b4c1e84bfe02348b923a0bbacfe15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_41984241461469d7", + "api_calls": 0, + "input_tokens": 14258, + "cached_input_tokens": 13696, + "output_tokens": 1136, + "total_tokens": 15394, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38425.56, + "sql_execution_elapsed_ms_total": 118.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0bc9bdb83ae697581a8d73e8d4d7f4f8bd234215 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:33.051612+00:00", + "ended_at": "2026-05-19T15:56:11.477205+00:00", + "elapsed_ms": 38425.56, + "prompt_metrics": { + "chars": 7312, + "bytes_utf8": 7312, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2501, + "bytes_utf8": 2501, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1888, + "bytes_utf8": 1888, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14258, + "cached_input_tokens": 13696, + "output_tokens": 1136, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa614d760239a9ae5e0ed7e4976d44ee8979ae67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_CODE", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..516cac4cce6a7c88c1b8b62439025c674e76bfbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-1663-7f33-9a7d-45f1849c8ebb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"ROLE_DEPTNAME\\\",\\n CAST(\\\"ROLE_CODE\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_DEPTNAME\\\"\\n ORDER BY CAST(\\\"ROLE_CODE\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_DEPTNAME\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n AND \\\"ROLE_CODE\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"ROLE_DEPTNAME\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n ELSE CAST((1 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"ROLE_DEPTNAME\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"upper_value\\\",\\n MAX(\\\"pos\\\") AS \\\"pos\\\",\\n MAX(\\\"lower_rn\\\") AS \\\"lower_rn\\\",\\n MAX(\\\"upper_rn\\\") AS \\\"upper_rn\\\"\\n FROM \\\"positions\\\"\\n GROUP BY \\\"ROLE_DEPTNAME\\\"\\n)\\nSELECT\\n \\\"ROLE_DEPTNAME\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 12;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query uses window functions to emulate the 90th percentile for \\\"ROLE_CODE\\\" within each \\\"ROLE_DEPTNAME\\\" group via continuous linear interpolation, then returns the top 12 groups by that percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14258,"cached_input_tokens":13696,"output_tokens":1136,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43aa657e9af41deef6941f5d0d1ff87cbda06e96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"ROLE_DEPTNAME\",\n CAST(\"ROLE_CODE\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_DEPTNAME\"\n ORDER BY CAST(\"ROLE_CODE\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_DEPTNAME\"\n ) AS \"cnt\"\n FROM \"c9\"\n WHERE \"ROLE_DEPTNAME\" IS NOT NULL\n AND \"ROLE_CODE\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"ROLE_DEPTNAME\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n (1 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1 + (\"cnt\" - 1) * 0.9) = CAST((1 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n ELSE CAST((1 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"percentiles\" AS (\n SELECT\n \"ROLE_DEPTNAME\",\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"measure_value\" END) AS \"upper_value\",\n MAX(\"pos\") AS \"pos\",\n MAX(\"lower_rn\") AS \"lower_rn\",\n MAX(\"upper_rn\") AS \"upper_rn\"\n FROM \"positions\"\n GROUP BY \"ROLE_DEPTNAME\"\n)\nSELECT\n \"ROLE_DEPTNAME\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC\nLIMIT 12;","notes":"SQLite does not support PERCENTILE_CONT, so this query uses window functions to emulate the 90th percentile for \"ROLE_CODE\" within each \"ROLE_DEPTNAME\" group via continuous linear interpolation, then returns the top 12 groups by that percentile value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_41984241461469d7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..355379726c15bbc935ccf0082e57875dff9a029b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7549, "bytes_utf8": 7549, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 627, "bytes_utf8": 627, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14343, "cached_input_tokens": 13696, "output_tokens": 486, "reasoning_output_tokens": 302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..50dc843812ea381c19c456455068649b62de8766 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_491a0d8758d7e6cd", + "api_calls": 0, + "input_tokens": 14343, + "cached_input_tokens": 13696, + "output_tokens": 486, + "total_tokens": 14829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13093.65, + "sql_execution_elapsed_ms_total": 30.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..086f58a2a0f4ea6376262ed0068927d621b651dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:09.053496+00:00", + "ended_at": "2026-05-19T15:38:22.147174+00:00", + "elapsed_ms": 13093.65, + "prompt_metrics": { + "chars": 7549, + "bytes_utf8": 7549, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1011, + "bytes_utf8": 1011, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 627, + "bytes_utf8": 627, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14343, + "cached_input_tokens": 13696, + "output_tokens": 486, + "reasoning_output_tokens": 302 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12b2cf56a6b21acbb8b6158d02f4f2daaff133b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_CODE", + "item_col": "ROLE_TITLE", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118813.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cc1442439a0f081c0707251d52352d828639af3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-282b-7ca3-899a-fd4783a1066b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_TITLE\\\",\\n SUM(CAST(\\\"ROLE_CODE\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ROLE_CODE\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ROLE_CODE\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_ROLLUP_1\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_TITLE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ROLE_ROLLUP_1\\\", item_col=\\\"ROLE_TITLE\\\", and measure_col=\\\"ROLE_CODE\\\". Cast \\\"ROLE_CODE\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14343,"cached_input_tokens":13696,"output_tokens":486,"reasoning_output_tokens":302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18f80b514644a342e642b9a5001138d7edc77261 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"ROLE_ROLLUP_1\", \"ROLE_TITLE\",\n SUM(CAST(\"ROLE_CODE\" AS REAL)) AS total_measure,\n SUM(CAST(\"ROLE_CODE\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ROLE_CODE\" AS REAL))) OVER (PARTITION BY \"ROLE_ROLLUP_1\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\", \"ROLE_TITLE\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"ROLE_ROLLUP_1\", item_col=\"ROLE_TITLE\", and measure_col=\"ROLE_CODE\". Cast \"ROLE_CODE\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adadeff34236b97180bb34b374d6334032fe977e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7297, "bytes_utf8": 7297, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1763, "bytes_utf8": 1763, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14255, "cached_input_tokens": 13696, "output_tokens": 1147, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44f2ff8c3353883050cd7c3683d686286d9d5402 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_4a88848ba7c932aa", + "api_calls": 0, + "input_tokens": 14255, + "cached_input_tokens": 13696, + "output_tokens": 1147, + "total_tokens": 15402, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20590.62, + "sql_execution_elapsed_ms_total": 126.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88209b707c7e3e270096263ae3a7c4ee4e04a33f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:56.546597+00:00", + "ended_at": "2026-05-19T15:57:17.137240+00:00", + "elapsed_ms": 20590.62, + "prompt_metrics": { + "chars": 7297, + "bytes_utf8": 7297, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2383, + "bytes_utf8": 2383, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1763, + "bytes_utf8": 1763, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14255, + "cached_input_tokens": 13696, + "output_tokens": 1147, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..870ad00a0fe875e63126de394ead1f59a5a5b551 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_CODE, measure_col=MGR_ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "MGR_ID", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f8c91cbc19943ecfb46536d72bf147c05dfeb7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-5c7b-74c3-8b14-eff38e6ded1f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"ROLE_CODE\\\",\\n CAST(\\\"MGR_ID\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_CODE\\\"\\n ORDER BY CAST(\\\"MGR_ID\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_CODE\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_CODE\\\" IS NOT NULL\\n AND \\\"MGR_ID\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"ROLE_CODE\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) = CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"ROLE_CODE\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lo_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"hi_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"ROLE_CODE\\\" = p.\\\"ROLE_CODE\\\"\\n GROUP BY\\n p.\\\"ROLE_CODE\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"ROLE_CODE\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.9) by \\\"ROLE_CODE\\\", using linear interpolation on CAST(\\\"MGR_ID\\\" AS REAL) because the source columns are stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14255,"cached_input_tokens":13696,"output_tokens":1147,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d44358860e957523130ce80f6733262a9a8035b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"ROLE_CODE\",\n CAST(\"MGR_ID\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_CODE\"\n ORDER BY CAST(\"MGR_ID\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_CODE\"\n ) AS \"cnt\"\n FROM \"c9\"\n WHERE \"ROLE_CODE\" IS NOT NULL\n AND \"MGR_ID\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"ROLE_CODE\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"pos\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (0.9 * (\"cnt\" - 1) + 1.0) = CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n THEN CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n ELSE CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n p.\"ROLE_CODE\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lo_rn\" THEN o.\"measure_value\" END) AS \"lo_val\",\n MAX(CASE WHEN o.\"rn\" = p.\"hi_rn\" THEN o.\"measure_value\" END) AS \"hi_val\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS o\n ON o.\"ROLE_CODE\" = p.\"ROLE_CODE\"\n GROUP BY\n p.\"ROLE_CODE\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\"\n)\nSELECT\n \"ROLE_CODE\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.9) by \"ROLE_CODE\", using linear interpolation on CAST(\"MGR_ID\" AS REAL) because the source columns are stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4a88848ba7c932aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8da43d710336bc80155b38250dbc9acace44e6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7550, "bytes_utf8": 7550, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 614, "bytes_utf8": 614, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14339, "cached_input_tokens": 13696, "output_tokens": 688, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5ab96973fd243c20c11ca9ccc0c80448bda75b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_4c21a73822563e81", + "api_calls": 0, + "input_tokens": 14339, + "cached_input_tokens": 13696, + "output_tokens": 688, + "total_tokens": 15027, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14108.14, + "sql_execution_elapsed_ms_total": 30.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75abd2f2a11f1b32f14cf98a7f290bf1892b0d7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:27.904064+00:00", + "ended_at": "2026-05-19T15:37:42.012230+00:00", + "elapsed_ms": 14108.14, + "prompt_metrics": { + "chars": 7550, + "bytes_utf8": 7550, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 994, + "bytes_utf8": 994, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 614, + "bytes_utf8": 614, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14339, + "cached_input_tokens": 13696, + "output_tokens": 688, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..303d796cd85bc1756a5bccc64440de8e37b62ccc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ACTION, measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_FAMILY_DESC", + "item_col": "ROLE_DEPTNAME", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c2f20b59802be8bcebd93a5b4f8d987fa935e4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-8766-76d0-b88e-dd51fd13a3b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ACTION\\\", \\\"ROLE_DEPTNAME\\\",\\n SUM(CAST(\\\"ROLE_FAMILY_DESC\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ROLE_FAMILY_DESC\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ROLE_FAMILY_DESC\\\" AS REAL))) OVER (PARTITION BY \\\"ACTION\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\", \\\"ROLE_DEPTNAME\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"ACTION\\\", item_col=\\\"ROLE_DEPTNAME\\\", and measure_col=\\\"ROLE_FAMILY_DESC\\\". CAST to REAL is applied because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14339,"cached_input_tokens":13696,"output_tokens":688,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f05f706f06bfa6382d0bd1e6a942f388ffc270ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"ACTION\", \"ROLE_DEPTNAME\",\n SUM(CAST(\"ROLE_FAMILY_DESC\" AS REAL)) AS total_measure,\n SUM(CAST(\"ROLE_FAMILY_DESC\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ROLE_FAMILY_DESC\" AS REAL))) OVER (PARTITION BY \"ACTION\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ACTION\", \"ROLE_DEPTNAME\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"ACTION\", item_col=\"ROLE_DEPTNAME\", and measure_col=\"ROLE_FAMILY_DESC\". CAST to REAL is applied because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4c21a73822563e81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d1a27c3446884c96a044940a75595e85a404cc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7142, "bytes_utf8": 7142, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14228, "cached_input_tokens": 12288, "output_tokens": 384, "reasoning_output_tokens": 268}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..139d7e127090224d4731f0a884a62f9e76a60256 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_4d9cfe30fc0e6f46", + "api_calls": 0, + "input_tokens": 14228, + "cached_input_tokens": 12288, + "output_tokens": 384, + "total_tokens": 14612, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9110.0, + "sql_execution_elapsed_ms_total": 18.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..544f68e3410071bfa9ca980bbf9ff8ec23e00939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:20.958942+00:00", + "ended_at": "2026-05-19T15:29:30.068972+00:00", + "elapsed_ms": 9110.0, + "prompt_metrics": { + "chars": 7142, + "bytes_utf8": 7142, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 749, + "bytes_utf8": 749, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 395, + "bytes_utf8": 395, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14228, + "cached_input_tokens": 12288, + "output_tokens": 384, + "reasoning_output_tokens": 268 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77c76dddcbdc7ed407fe8ce7f5e21f5c30156538 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46aeb0093bed3c9ac818a988c11f927b030ca42f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-1942-7391-b102-7e7acd34f732"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_DEPTNAME\\\", SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_DEPTNAME\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"ROLE_DEPTNAME\\\" and measure_col=\\\"ROLE_ROLLUP_2\\\". Added CAST(... AS NUMERIC) because the schema stores columns as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14228,"cached_input_tokens":12288,"output_tokens":384,"reasoning_output_tokens":268}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b32759ef5ddc8cc9f22670ab115315a2e8e2ce1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ROLE_DEPTNAME\", SUM(CAST(\"ROLE_ROLLUP_2\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_DEPTNAME\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped-sum template with group_col=\"ROLE_DEPTNAME\" and measure_col=\"ROLE_ROLLUP_2\". Added CAST(... AS NUMERIC) because the schema stores columns as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..213d7f0398bf7ee239b6e56c46e77a1ef5cdbdd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7364, "bytes_utf8": 7364, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14276, "cached_input_tokens": 12032, "output_tokens": 232, "reasoning_output_tokens": 123}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..992b17a4227b6affc0254bada3a317058ff6c0ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_4e3d1d6e6a2c716d", + "api_calls": 0, + "input_tokens": 14276, + "cached_input_tokens": 12032, + "output_tokens": 232, + "total_tokens": 14508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10733.94, + "sql_execution_elapsed_ms_total": 19.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d03351a897f109d71f047e720d7a89c0aa7cd884 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:21.580077+00:00", + "ended_at": "2026-05-19T16:04:32.314047+00:00", + "elapsed_ms": 10733.94, + "prompt_metrics": { + "chars": 7364, + "bytes_utf8": 7364, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 412, + "bytes_utf8": 412, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14276, + "cached_input_tokens": 12032, + "output_tokens": 232, + "reasoning_output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b01dcf56be26a4a5550a21e17ffe38bd58136ef3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ROLE_CODE, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_CODE", + "condition_col": "ACTION", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aca2ff81524b520d41c821b2fa7e2b1d302c00b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-26f2-7fa3-903a-20c08b084f9f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ROLE_CODE\\\",\\n AVG(CASE WHEN \\\"ACTION\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_CODE\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"ROLE_CODE\\\" and condition_col=\\\"ACTION\\\", treating ACTION as TEXT per the schema and using condition_value '0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14276,"cached_input_tokens":12032,"output_tokens":232,"reasoning_output_tokens":123}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fcd2bba6082478e35fd1f6c5233fb45ed14d3a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ROLE_CODE\",\n AVG(CASE WHEN \"ACTION\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c9\"\nGROUP BY \"ROLE_CODE\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"ROLE_CODE\" and condition_col=\"ACTION\", treating ACTION as TEXT per the schema and using condition_value '0'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4e3d1d6e6a2c716d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6a2a7b98ac0be89fd282b57a432b26d6c8583516 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:21.140052+00:00", + "ended_at": "2026-05-19T16:06:24.907288+00:00", + "elapsed_ms": 3767.21, + "returncode": 1, + "prompt_metrics": { + "chars": 7107, + "bytes_utf8": 7107, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..893dfff1ae66bd589eb3d783a654d63eeccc1ebd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:25.908683+00:00", + "ended_at": "2026-05-19T16:06:29.084909+00:00", + "elapsed_ms": 3176.2, + "returncode": 1, + "prompt_metrics": { + "chars": 7107, + "bytes_utf8": 7107, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71335be254f026297c305119c29159202a974821 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ACTION.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ACTION", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..71335be254f026297c305119c29159202a974821 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ACTION.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ACTION", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dbc9da5065e969d58e480d80f3773c10141bf6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f9cd-7dc3-ab5c-ba128e593764"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf330cd7f9a82569a2bce6fe8fb7a1be4c93fcda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f9cd-7dc3-ab5c-ba128e593764"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..377bf43405af69c97803a79e17825fe46d1e1b90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-0c6f-7452-8b17-be276a758119"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..941f91eba4ed111c0e330df9d7ce562bf2984ebc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-0c6f-7452-8b17-be276a758119"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_51299291af9c3150/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b15ae571e88a1f6466918d0803963b527bb9919e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:43.158421+00:00", + "ended_at": "2026-05-19T16:08:46.390352+00:00", + "elapsed_ms": 3231.91, + "returncode": 1, + "prompt_metrics": { + "chars": 7214, + "bytes_utf8": 7214, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..975bc9a2fad26754aebbc30752568d811edb5844 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:47.393158+00:00", + "ended_at": "2026-05-19T16:08:50.342977+00:00", + "elapsed_ms": 2949.77, + "returncode": 1, + "prompt_metrics": { + "chars": 7214, + "bytes_utf8": 7214, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfe733de3cc4f2f47b7296b3e0eb73644702fe5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ACTION, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_DEPTNAME", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119993.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfe733de3cc4f2f47b7296b3e0eb73644702fe5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ACTION, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_DEPTNAME", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119993.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1a3cd0966dfbc253eb49fe974e16d203763cc7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2483-79b2-9c75-afab3476e562"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48979e84cd9b494f6e9b66b211344c677d6a1420 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2483-79b2-9c75-afab3476e562"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a447633ec7032d748c66637a99c856cb9b8bb304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-3521-7ce2-ba7d-97ac986e6a73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f74de7766e176c8608fb4462114445376e3197c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-3521-7ce2-ba7d-97ac986e6a73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_526ec79c7a0e89d6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3967e1ba64f13aa252e89d6905285c898bb3cad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7686, "bytes_utf8": 7686, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 715, "bytes_utf8": 715, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14358, "cached_input_tokens": 13696, "output_tokens": 735, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4bc3c749fc4358488dd02380e31cbeae2d8053ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_52b07fc2b1526e32", + "api_calls": 0, + "input_tokens": 14358, + "cached_input_tokens": 13696, + "output_tokens": 735, + "total_tokens": 15093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14445.87, + "sql_execution_elapsed_ms_total": 20.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6bcd7803b32e84d962e1af5aff3dff296829c4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:04.237777+00:00", + "ended_at": "2026-05-19T15:51:18.683675+00:00", + "elapsed_ms": 14445.87, + "prompt_metrics": { + "chars": 7686, + "bytes_utf8": 7686, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1151, + "bytes_utf8": 1151, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14358, + "cached_input_tokens": 13696, + "output_tokens": 735, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ccbf631fbc19c68edefb25768488555f31b9008 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_2, measure_col=RESOURCE.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "RESOURCE", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68b5fba52cdc62e5409f602db94ec55e225cc928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-fc2c-7ff0-8451-5cdbbe15436b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"ROLE_ROLLUP_2\\\", SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_ROLLUP_2\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"ROLE_ROLLUP_2\\\", \\\"g\\\".\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS \\\"g\\\"\\nCROSS JOIN \\\"total\\\" AS \\\"t\\\"\\nWHERE \\\"g\\\".\\\"group_value\\\" > \\\"t\\\".\\\"total_value\\\" * 0.1\\nORDER BY \\\"g\\\".\\\"group_value\\\" DESC;\",\"notes\":\"Applied tpl_tpch_relative_total_threshold with group_col=ROLE_ROLLUP_2 and measure_col=RESOURCE. Cast RESOURCE from TEXT to REAL so SQLite aggregates the numeric-like values correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14358,"cached_input_tokens":13696,"output_tokens":735,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ead285196886ca8277027c3c005653c1593febe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"ROLE_ROLLUP_2\", SUM(CAST(\"RESOURCE\" AS REAL)) AS \"group_value\"\n FROM \"c9\"\n GROUP BY \"ROLE_ROLLUP_2\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"g\".\"ROLE_ROLLUP_2\", \"g\".\"group_value\"\nFROM \"grouped\" AS \"g\"\nCROSS JOIN \"total\" AS \"t\"\nWHERE \"g\".\"group_value\" > \"t\".\"total_value\" * 0.1\nORDER BY \"g\".\"group_value\" DESC;","notes":"Applied tpl_tpch_relative_total_threshold with group_col=ROLE_ROLLUP_2 and measure_col=RESOURCE. Cast RESOURCE from TEXT to REAL so SQLite aggregates the numeric-like values correctly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_52b07fc2b1526e32/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dec0ae9f2b6eef041cb469cd70525cbd75f1880a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7542, "bytes_utf8": 7542, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14342, "cached_input_tokens": 12032, "output_tokens": 710, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..01312f094ccd7f659e01c14c48d44f9b4fa9361d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_53c60be0576dd751", + "api_calls": 0, + "input_tokens": 14342, + "cached_input_tokens": 12032, + "output_tokens": 710, + "total_tokens": 15052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13190.31, + "sql_execution_elapsed_ms_total": 35.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ebf761ed3bf1493c1938c0d348fe19fe99498059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:55.820495+00:00", + "ended_at": "2026-05-19T15:38:09.010842+00:00", + "elapsed_ms": 13190.31, + "prompt_metrics": { + "chars": 7542, + "bytes_utf8": 7542, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1027, + "bytes_utf8": 1027, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14342, + "cached_input_tokens": 12032, + "output_tokens": 710, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca6f56bc5fad54b264274f922d6738cab3a6d09a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_CODE", + "item_col": "ROLE_TITLE", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b9ce0b23f3b192fb358cfda207a69e8a299e373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-f459-7153-9e6a-fc2cbe16df5f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n \\\"ROLE_TITLE\\\",\\n SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC)) * 100.0\\n / SUM(SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC))) OVER (PARTITION BY \\\"ROLE_ROLLUP_1\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_TITLE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ROLE_ROLLUP_1\\\", item_col=\\\"ROLE_TITLE\\\", and measure_col=\\\"ROLE_CODE\\\". CAST was added because the schema stores columns as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14342,"cached_input_tokens":12032,"output_tokens":710,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d5af2fbf6775752e8ab9d01b2b8363b07758567 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_ROLLUP_1\",\n \"ROLE_TITLE\",\n SUM(CAST(\"ROLE_CODE\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"ROLE_CODE\" AS NUMERIC)) * 100.0\n / SUM(SUM(CAST(\"ROLE_CODE\" AS NUMERIC))) OVER (PARTITION BY \"ROLE_ROLLUP_1\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\", \"ROLE_TITLE\"\nORDER BY share_within_group DESC\nLIMIT 11;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"ROLE_ROLLUP_1\", item_col=\"ROLE_TITLE\", and measure_col=\"ROLE_CODE\". CAST was added because the schema stores columns as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..391417fac4d0f76c88b469a4e68ff1e0c1c90304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7463, "bytes_utf8": 7463, "lines": 220, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14328, "cached_input_tokens": 13696, "output_tokens": 437, "reasoning_output_tokens": 294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a34e3bce96c36855e90cbd25c560fd1beb727cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_548a19f97a90d770", + "api_calls": 0, + "input_tokens": 14328, + "cached_input_tokens": 13696, + "output_tokens": 437, + "total_tokens": 14765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9220.8, + "sql_execution_elapsed_ms_total": 10.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96e7ec1584dcc1888e9a9ce421375a4fcdf7f4b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:09.776142+00:00", + "ended_at": "2026-05-19T15:44:18.996975+00:00", + "elapsed_ms": 9220.8, + "prompt_metrics": { + "chars": 7463, + "bytes_utf8": 7463, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 847, + "bytes_utf8": 847, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 492, + "bytes_utf8": 492, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14328, + "cached_input_tokens": 13696, + "output_tokens": 437, + "reasoning_output_tokens": 294 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dea3e2ef6d4ac0a4c4d4d0331e032d7832dfab0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_2, group_col_2=ROLE_DEPTNAME.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "group_col_2": "ROLE_DEPTNAME", + "predicate_col": "ROLE_ROLLUP_2", + "predicate_op": ">=", + "predicate_value": 118386.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8453332dc30d87fd6175b8e9c8a725caec5daefe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-a92e-7e70-bf8c-6456375b37f8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_DEPTNAME\\\", COUNT(*) AS row_count\\nFROM \\\"c9\\\"\\nWHERE CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL) >= 118386.0\\nGROUP BY \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_DEPTNAME\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with ROLE_ROLLUP_2 and ROLE_DEPTNAME. Applied CAST on ROLE_ROLLUP_2 because the SQLite snapshot stores columns as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14328,"cached_input_tokens":13696,"output_tokens":437,"reasoning_output_tokens":294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77f007f08addddf6eaa2538796a22980e05d6339 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"ROLE_ROLLUP_2\", \"ROLE_DEPTNAME\", COUNT(*) AS row_count\nFROM \"c9\"\nWHERE CAST(\"ROLE_ROLLUP_2\" AS REAL) >= 118386.0\nGROUP BY \"ROLE_ROLLUP_2\", \"ROLE_DEPTNAME\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with ROLE_ROLLUP_2 and ROLE_DEPTNAME. Applied CAST on ROLE_ROLLUP_2 because the SQLite snapshot stores columns as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_548a19f97a90d770/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7911edfa3e68757a193d1ca58cfec4df90e77a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:13.764495+00:00", + "ended_at": "2026-05-19T15:58:17.870282+00:00", + "elapsed_ms": 4105.76, + "returncode": 1, + "prompt_metrics": { + "chars": 7308, + "bytes_utf8": 7308, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85bda2692ac2322adddf3d89bdc56bd86dde1d1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:18.872424+00:00", + "ended_at": "2026-05-19T15:58:22.398770+00:00", + "elapsed_ms": 3526.3, + "returncode": 1, + "prompt_metrics": { + "chars": 7308, + "bytes_utf8": 7308, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9256f6e56b9b3cd6ef985196e67738374b45706a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ACTION, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_ROLLUP_1", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9256f6e56b9b3cd6ef985196e67738374b45706a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ACTION, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_ROLLUP_1", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7312c0fe0f5ebacf6d7332eac9d05745b3d5d56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-8a23-7073-b4de-1765480c0a65"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..408ecd450e6e5e840adbcc8d275cd529d47b8030 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-8a23-7073-b4de-1765480c0a65"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66ccef6c3956943c1556fe0b5ff75cfe1cdb137f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-9e06-7682-99d4-14f3fa4b7e77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e240c87b5af7ea2c0986d7cd93ae44a25cad0ce9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-9e06-7682-99d4-14f3fa4b7e77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5522abd78252c184/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1085d5b6050572110a2b5ef33d1b852f30fddf16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7328, "bytes_utf8": 7328, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2083, "bytes_utf8": 2083, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 13696, "output_tokens": 2327, "reasoning_output_tokens": 1589}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..336b5f566c6cb4d5cef863d706e33289e5136155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_5776873858b9ae5c", + "api_calls": 0, + "input_tokens": 14266, + "cached_input_tokens": 13696, + "output_tokens": 2327, + "total_tokens": 16593, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33756.28, + "sql_execution_elapsed_ms_total": 135.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c21a26d079771e720bd577ca94c58b638519f752 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:11.249009+00:00", + "ended_at": "2026-05-19T15:54:45.005315+00:00", + "elapsed_ms": 33756.28, + "prompt_metrics": { + "chars": 7328, + "bytes_utf8": 7328, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 3045, + "bytes_utf8": 3047, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2083, + "bytes_utf8": 2083, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14266, + "cached_input_tokens": 13696, + "output_tokens": 2327, + "reasoning_output_tokens": 1589 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a08ca5157e3a4a0bb4699dd6c7e21bd9b223383 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef2d272a891787979b3182e384a2f5d4d877aba5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40f1-d6a8-72a2-90d7-20776b23c703"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"I’m mapping the provided template to a SQLite-safe equivalent. The key adjustment is replacing unsupported `PERCENTILE_CONT` with a window-function percentile calculation while keeping the required bindings fixed."}} +{"type":"item.completed","item":{"id":"item_1","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n CAST(\\\"ROLE_FAMILY_DESC\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_2\\\" IS NOT NULL\\n AND \\\"ROLE_FAMILY_DESC\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_2\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_2\\\"\\n ) AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n (1.0 + (MAX(\\\"n\\\") - 1) * 0.95) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"ROLE_ROLLUP_2\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(\\\"pos\\\" AS INTEGER) + CASE WHEN \\\"pos\\\" > CAST(\\\"pos\\\" AS INTEGER) THEN 1 ELSE 0 END AS \\\"upper_rn\\\",\\n \\\"pos\\\" - CAST(\\\"pos\\\" AS INTEGER) AS \\\"upper_weight\\\"\\n FROM \\\"params\\\"\\n),\\n\\\"aggregated\\\" AS (\\n SELECT\\n r.\\\"ROLE_ROLLUP_2\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"upper_value\\\",\\n MAX(b.\\\"lower_rn\\\") AS \\\"lower_rn\\\",\\n MAX(b.\\\"upper_rn\\\") AS \\\"upper_rn\\\",\\n MAX(b.\\\"upper_weight\\\") AS \\\"upper_weight\\\",\\n COUNT(*) AS \\\"group_size\\\"\\n FROM \\\"ranked\\\" AS r\\n JOIN \\\"bounds\\\" AS b\\n ON r.\\\"ROLE_ROLLUP_2\\\" = b.\\\"ROLE_ROLLUP_2\\\"\\n GROUP BY r.\\\"ROLE_ROLLUP_2\\\"\\n)\\nSELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE (1.0 - \\\"upper_weight\\\") * \\\"lower_value\\\" + \\\"upper_weight\\\" * \\\"upper_value\\\"\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"aggregated\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.95) by group using window functions and linear interpolation; uses \\\"ROLE_ROLLUP_2\\\" as the group column, casts \\\"ROLE_FAMILY_DESC\\\" to REAL as the measure, and filters to groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14266,"cached_input_tokens":13696,"output_tokens":2327,"reasoning_output_tokens":1589}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f007ffdb5cbeaced46b3182db588a4239b24b11e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"ROLE_ROLLUP_2\",\n CAST(\"ROLE_FAMILY_DESC\" AS REAL) AS \"measure\"\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_2\" IS NOT NULL\n AND \"ROLE_FAMILY_DESC\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"ROLE_ROLLUP_2\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_ROLLUP_2\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_ROLLUP_2\"\n ) AS \"n\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT\n \"ROLE_ROLLUP_2\",\n (1.0 + (MAX(\"n\") - 1) * 0.95) AS \"pos\"\n FROM \"ranked\"\n GROUP BY \"ROLE_ROLLUP_2\"\n),\n\"bounds\" AS (\n SELECT\n \"ROLE_ROLLUP_2\",\n CAST(\"pos\" AS INTEGER) AS \"lower_rn\",\n CAST(\"pos\" AS INTEGER) + CASE WHEN \"pos\" > CAST(\"pos\" AS INTEGER) THEN 1 ELSE 0 END AS \"upper_rn\",\n \"pos\" - CAST(\"pos\" AS INTEGER) AS \"upper_weight\"\n FROM \"params\"\n),\n\"aggregated\" AS (\n SELECT\n r.\"ROLE_ROLLUP_2\",\n MAX(CASE WHEN r.\"rn\" = b.\"lower_rn\" THEN r.\"measure\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = b.\"upper_rn\" THEN r.\"measure\" END) AS \"upper_value\",\n MAX(b.\"lower_rn\") AS \"lower_rn\",\n MAX(b.\"upper_rn\") AS \"upper_rn\",\n MAX(b.\"upper_weight\") AS \"upper_weight\",\n COUNT(*) AS \"group_size\"\n FROM \"ranked\" AS r\n JOIN \"bounds\" AS b\n ON r.\"ROLE_ROLLUP_2\" = b.\"ROLE_ROLLUP_2\"\n GROUP BY r.\"ROLE_ROLLUP_2\"\n)\nSELECT\n \"ROLE_ROLLUP_2\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE (1.0 - \"upper_weight\") * \"lower_value\" + \"upper_weight\" * \"upper_value\"\n END AS \"percentile_measure\"\nFROM \"aggregated\"\nWHERE \"group_size\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.95) by group using window functions and linear interpolation; uses \"ROLE_ROLLUP_2\" as the group column, casts \"ROLE_FAMILY_DESC\" to REAL as the measure, and filters to groups with at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5776873858b9ae5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5fc9ed5d48f1cf1a6d6ca04f2f20464af43b4fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:29.013170+00:00", + "ended_at": "2026-05-19T16:09:32.309494+00:00", + "elapsed_ms": 3296.28, + "returncode": 1, + "prompt_metrics": { + "chars": 7221, + "bytes_utf8": 7221, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af5fa7aba880416370aade818496b268df5cf385 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:33.311415+00:00", + "ended_at": "2026-05-19T16:09:36.346844+00:00", + "elapsed_ms": 3035.4, + "returncode": 1, + "prompt_metrics": { + "chars": 7221, + "bytes_utf8": 7221, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d120e6bdf80665c23217661832da2c9397dd05ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_CODE", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118813.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d120e6bdf80665c23217661832da2c9397dd05ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_CODE", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118813.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4796a6a852c470b1ca4419803db8b0746de99cfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d7bf-7cf0-8dc4-cacbab35927c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbba66cb98bd563f08ba61eebf4fe03080733286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d7bf-7cf0-8dc4-cacbab35927c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e2e460ead1d9beb07b291d5afe7e0531f2044a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-e87d-7732-bc3b-c8cf4b7cc2d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d27f2a5819774ee52b6843005e53762f863eca57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-e87d-7732-bc3b-c8cf4b7cc2d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_58f61994bd8db6ff/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aeef985c200e81640e17d7506359c0575189af8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7304, "bytes_utf8": 7304, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14277, "cached_input_tokens": 13696, "output_tokens": 480, "reasoning_output_tokens": 299}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a6a2526296085799de60dd4c4707f792abc9d6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_5b82e6160baf3d08", + "api_calls": 0, + "input_tokens": 14277, + "cached_input_tokens": 13696, + "output_tokens": 480, + "total_tokens": 14757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19183.25, + "sql_execution_elapsed_ms_total": 74.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0335cf16262842c6f0f1b4254cda1b819d7e25a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:17.420494+00:00", + "ended_at": "2026-05-19T15:46:36.603793+00:00", + "elapsed_ms": 19183.25, + "prompt_metrics": { + "chars": 7304, + "bytes_utf8": 7304, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1636, + "bytes_utf8": 1636, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 605, + "bytes_utf8": 605, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14277, + "cached_input_tokens": 13696, + "output_tokens": 480, + "reasoning_output_tokens": 299 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb577df7c2c58c52a1167c13abb2b7a80f6cbdec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "ROLE_ROLLUP_1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93aa811300471f6e843fce6a46a7f8226c1e3439 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ea-9bf7-7003-9010-43c37f0cf1a6"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1994431, Requested 14912. Please try again in 280ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1994433, Requested 14912. Please try again in 280ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n)\\nSELECT \\\"ROLE_ROLLUP_1\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"ROLE_ROLLUP_1\\\" and num_tiles=10. CAST to REAL is used because the schema stores this field as TEXT, and numeric ordering is needed for the top-tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14277,"cached_input_tokens":13696,"output_tokens":480,"reasoning_output_tokens":299}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37d5616a2d861e52f6540b97ccc4922523191cd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"ROLE_ROLLUP_1\",\n NTILE(10) OVER (ORDER BY CAST(\"ROLE_ROLLUP_1\" AS REAL) DESC) AS tail_bucket\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_1\" IS NOT NULL\n)\nSELECT \"ROLE_ROLLUP_1\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"ROLE_ROLLUP_1\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"ROLE_ROLLUP_1\" and num_tiles=10. CAST to REAL is used because the schema stores this field as TEXT, and numeric ordering is needed for the top-tail slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5b82e6160baf3d08/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60ee3cf3cf16841ab495462844ae7940e5e00a92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:45.461669+00:00", + "ended_at": "2026-05-19T16:09:48.192834+00:00", + "elapsed_ms": 2731.14, + "returncode": 1, + "prompt_metrics": { + "chars": 7212, + "bytes_utf8": 7212, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f712d0be0c571092811c2d5b0178a62570fcc67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:49.194536+00:00", + "ended_at": "2026-05-19T16:09:52.136239+00:00", + "elapsed_ms": 2941.67, + "returncode": 1, + "prompt_metrics": { + "chars": 7212, + "bytes_utf8": 7212, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88abf1cba97277661e0ff92346d75e4ec8c7fdc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_TITLE, measure_col=RESOURCE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_TITLE", + "measure_col": "RESOURCE", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 43174.88, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88abf1cba97277661e0ff92346d75e4ec8c7fdc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_TITLE, measure_col=RESOURCE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_TITLE", + "measure_col": "RESOURCE", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 43174.88, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea46e8e23708112bfa1f6880473042241a68568 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-17f9-7911-a137-7dd0fc145179"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3517948c45870e02a5286b853822ff8d1afe6f8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-17f9-7911-a137-7dd0fc145179"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49286db521350e7762a472d53a9c2e7f59f87c80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-268d-7bf2-987b-95aba6d4fb93"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..22454663338df528752aeb9b8d9376eb28922902 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-268d-7bf2-987b-95aba6d4fb93"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_60c6b5c38f33be1e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13d6a0f1e2a5a8ef5c773bb61b1e25e7421c900e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7672, "bytes_utf8": 7672, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14348, "cached_input_tokens": 12032, "output_tokens": 567, "reasoning_output_tokens": 384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2b8db9ebd308bce1c0b9f18764f7e132467e3e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_63a14e1ec0011e23", + "api_calls": 0, + "input_tokens": 14348, + "cached_input_tokens": 12032, + "output_tokens": 567, + "total_tokens": 14915, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11153.46, + "sql_execution_elapsed_ms_total": 18.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56855c38b62d14163702847aeceb3832c3d9f849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:06.277396+00:00", + "ended_at": "2026-05-19T15:47:17.430904+00:00", + "elapsed_ms": 11153.46, + "prompt_metrics": { + "chars": 7672, + "bytes_utf8": 7672, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1050, + "bytes_utf8": 1050, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14348, + "cached_input_tokens": 12032, + "output_tokens": 567, + "reasoning_output_tokens": 384 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0270de1d9565bd619120b179dc50b73b96019871 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ACTION, measure_col=RESOURCE.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ACTION", + "measure_col": "RESOURCE", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aafb4860801aba0921aa17ded69229403f74d9d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-5afa-7ef1-bdbd-426a20c9172c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"ACTION\\\", SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ACTION\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"ACTION\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the planned Relative-to-Total Extreme Threshold template with group_col=ACTION and measure_col=RESOURCE; cast RESOURCE to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14348,"cached_input_tokens":12032,"output_tokens":567,"reasoning_output_tokens":384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6df123a5fbbe1d52bb7131690aa5a44cbacb92f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"ACTION\", SUM(CAST(\"RESOURCE\" AS REAL)) AS \"group_value\"\n FROM \"c9\"\n GROUP BY \"ACTION\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"ACTION\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Applied the planned Relative-to-Total Extreme Threshold template with group_col=ACTION and measure_col=RESOURCE; cast RESOURCE to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_63a14e1ec0011e23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94949f02cf15e957d38788ad09af5f00f41d4d2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14209, "cached_input_tokens": 12032, "output_tokens": 258, "reasoning_output_tokens": 145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e63214ba874a8d1b6b667fd08530054667c95a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_6526c5346c829e0d", + "api_calls": 0, + "input_tokens": 14209, + "cached_input_tokens": 12032, + "output_tokens": 258, + "total_tokens": 14467, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9345.79, + "sql_execution_elapsed_ms_total": 9.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8266807dfec62560a239685560a2179a2f0937a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:07.176488+00:00", + "ended_at": "2026-05-19T16:05:16.522306+00:00", + "elapsed_ms": 9345.79, + "prompt_metrics": { + "chars": 7070, + "bytes_utf8": 7070, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 388, + "bytes_utf8": 388, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14209, + "cached_input_tokens": 12032, + "output_tokens": 258, + "reasoning_output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aacba931e7f2500e4544046eecfd38c04cbfe36f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "ROLE_DEPTNAME", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25b95717dc26a463c0393e8efc60406fffda5d5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d8f0-7352-b8c3-4a84f3b6791e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"ROLE_DEPTNAME\\\" AS REAL) <= 120535.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c9\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to ROLE_DEPTNAME and measure_threshold fixed at 120535.0. Cast ROLE_DEPTNAME to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14209,"cached_input_tokens":12032,"output_tokens":258,"reasoning_output_tokens":145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29a5b1b66ff2981443cec1d069195da38524d3c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"ROLE_DEPTNAME\" AS REAL) <= 120535.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c9\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to ROLE_DEPTNAME and measure_threshold fixed at 120535.0. Cast ROLE_DEPTNAME to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6526c5346c829e0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f5b4776234d4367dea38b940f15bb564e3bd698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7546, "bytes_utf8": 7546, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 635, "bytes_utf8": 635, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14347, "cached_input_tokens": 13696, "output_tokens": 713, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..15c2df8ed2d563b9398da779f61eef898ebe45a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_69d7bb23cdedbc57", + "api_calls": 0, + "input_tokens": 14347, + "cached_input_tokens": 13696, + "output_tokens": 713, + "total_tokens": 15060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17431.85, + "sql_execution_elapsed_ms_total": 40.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ceca20c0fd2ddd6f3f4240ae057d9e4f963adb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:41.903880+00:00", + "ended_at": "2026-05-19T15:35:59.335769+00:00", + "elapsed_ms": 17431.85, + "prompt_metrics": { + "chars": 7546, + "bytes_utf8": 7546, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1016, + "bytes_utf8": 1016, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 635, + "bytes_utf8": 635, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14347, + "cached_input_tokens": 13696, + "output_tokens": 713, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..561d2a35b363d2b5136dfaa07d1b6ac4d34784af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_ROLLUP_2", + "item_col": "MGR_ID", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6041f9c201531033c670454974a18c1cfa4bce0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-e943-7443-87a0-4bc33b60ac7a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ROLE_DEPTNAME\\\", \\\"MGR_ID\\\",\\n SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_DEPTNAME\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_DEPTNAME\\\", \\\"MGR_ID\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"ROLE_DEPTNAME\\\", item_col=\\\"MGR_ID\\\", and measure_col=\\\"ROLE_ROLLUP_2\\\". Cast the measure to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14347,"cached_input_tokens":13696,"output_tokens":713,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e80143f3871db1ad770859d2d93b2bf9655cc14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"ROLE_DEPTNAME\", \"MGR_ID\",\n SUM(CAST(\"ROLE_ROLLUP_2\" AS REAL)) AS total_measure,\n SUM(CAST(\"ROLE_ROLLUP_2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ROLE_ROLLUP_2\" AS REAL))) OVER (PARTITION BY \"ROLE_DEPTNAME\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_DEPTNAME\", \"MGR_ID\"\nORDER BY share_within_group DESC\nLIMIT 12;","notes":"Used the planned Within-Group Share of Total template with group_col=\"ROLE_DEPTNAME\", item_col=\"MGR_ID\", and measure_col=\"ROLE_ROLLUP_2\". Cast the measure to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_69d7bb23cdedbc57/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..063930776145c31bf9298f9b6136ea1ace6d4ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7118, "bytes_utf8": 7118, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14212, "cached_input_tokens": 12288, "output_tokens": 265, "reasoning_output_tokens": 169}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae65bea77fce2afab7e010a8c43cb44d56b3b994 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_6cb84d17bb8ff211", + "api_calls": 0, + "input_tokens": 14212, + "cached_input_tokens": 12288, + "output_tokens": 265, + "total_tokens": 14477, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8546.87, + "sql_execution_elapsed_ms_total": 13.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9cbbea61411bb1c9b1b3ed302f4dc79e7b40c360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:18.489979+00:00", + "ended_at": "2026-05-19T15:28:27.036900+00:00", + "elapsed_ms": 8546.87, + "prompt_metrics": { + "chars": 7118, + "bytes_utf8": 7118, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 357, + "bytes_utf8": 357, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14212, + "cached_input_tokens": 12288, + "output_tokens": 265, + "reasoning_output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec0bd5c5420af9cdeb31946a3a025fe2be370c1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ACTION, measure_col=RESOURCE.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ACTION", + "measure_col": "RESOURCE", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e19617f9df166b854dd9d372049532df8fb8738e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-25a4-7c31-933f-070fef3e9247"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ACTION\\\", SUM(CAST(\\\"RESOURCE\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"ACTION\\\" and measure_col=\\\"RESOURCE\\\". Cast \\\"RESOURCE\\\" to NUMERIC because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14212,"cached_input_tokens":12288,"output_tokens":265,"reasoning_output_tokens":169}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f842ae4e1c5ed1c76e038e3503dc64e3a5c94378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ACTION\", SUM(CAST(\"RESOURCE\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ACTION\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with group_col=\"ACTION\" and measure_col=\"RESOURCE\". Cast \"RESOURCE\" to NUMERIC because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6cb84d17bb8ff211/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c59914fdb7918b53d4514d945dd6bde1854df70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7685, "bytes_utf8": 7685, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 699, "bytes_utf8": 699, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14361, "cached_input_tokens": 12032, "output_tokens": 684, "reasoning_output_tokens": 468}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99139a7598d97c057592c8d761113d8574de5b1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_6d90df1a9cc4bc39", + "api_calls": 0, + "input_tokens": 14361, + "cached_input_tokens": 12032, + "output_tokens": 684, + "total_tokens": 15045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13324.73, + "sql_execution_elapsed_ms_total": 18.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ccf298c467b495e9ddb68323b81391fdb519ba2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7036, "bytes_utf8": 7036, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 319, "bytes_utf8": 319, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14189, "cached_input_tokens": 12032, "output_tokens": 398, "reasoning_output_tokens": 314}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2528c5d6a8eedae33c9243276ed37d357856dbc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_6e63f62139079b43", + "api_calls": 0, + "input_tokens": 14189, + "cached_input_tokens": 12032, + "output_tokens": 398, + "total_tokens": 14587, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12602.94, + "sql_execution_elapsed_ms_total": 16.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8cf230368a36717e4275295155cbbead081a0368 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:09.653889+00:00", + "ended_at": "2026-05-19T15:33:22.256861+00:00", + "elapsed_ms": 12602.94, + "prompt_metrics": { + "chars": 7036, + "bytes_utf8": 7036, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 669, + "bytes_utf8": 669, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 319, + "bytes_utf8": 319, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14189, + "cached_input_tokens": 12032, + "output_tokens": 398, + "reasoning_output_tokens": 314 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c086f2bc667393ec0e09ec53fa2dd2904cca3711 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ROLE_TITLE.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ROLE_TITLE", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25c1fd58998a6934eb5c5899a1f7577bf0c12339 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-968d-7bd1-9de4-65ddeba94ba2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ROLE_TITLE\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_TITLE\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided grouped-count template with group_col bound to ROLE_TITLE on the single table c9. No non-template clauses were added.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14189,"cached_input_tokens":12032,"output_tokens":398,"reasoning_output_tokens":314}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42ea6d6a5819223d2140d6bb4b3a43b19919b1a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ROLE_TITLE\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nGROUP BY \"ROLE_TITLE\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided grouped-count template with group_col bound to ROLE_TITLE on the single table c9. No non-template clauses were added."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6e63f62139079b43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5105c6d5946b3786e021b93e778b274e22b43e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7934, "bytes_utf8": 7934, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 652, "bytes_utf8": 652, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14431, "cached_input_tokens": 13696, "output_tokens": 554, "reasoning_output_tokens": 363}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d696a858a4f61d715688a436d86d54d1cc06369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_6ea021fc01ce468f", + "api_calls": 0, + "input_tokens": 14431, + "cached_input_tokens": 13696, + "output_tokens": 554, + "total_tokens": 14985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12194.21, + "sql_execution_elapsed_ms_total": 16.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..08646b7a0ed8084fe469c6e16596ae47e68d7ea7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:57.233491+00:00", + "ended_at": "2026-05-19T15:42:09.427744+00:00", + "elapsed_ms": 12194.21, + "prompt_metrics": { + "chars": 7934, + "bytes_utf8": 7934, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1021, + "bytes_utf8": 1021, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 652, + "bytes_utf8": 652, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14431, + "cached_input_tokens": 13696, + "output_tokens": 554, + "reasoning_output_tokens": 363 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ac5d9807ed95173c219630b76101df7033ac9cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ROLE_ROLLUP_1, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c558b588fad3b153a013979a841c3de79677032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-a383-7593-8c2a-5987138dc0c3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"ROLE_ROLLUP_1\\\",\\n SUM(CASE WHEN \\\"ACTION\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ACTION\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n)\\nSELECT \\\"ROLE_ROLLUP_1\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the grouped ratio template with group_col=\\\"ROLE_ROLLUP_1\\\" and condition_col=\\\"ACTION\\\", computing the ratio of ACTION='1' to ACTION='0' per group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14431,"cached_input_tokens":13696,"output_tokens":554,"reasoning_output_tokens":363}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17306a2708c7350bc89a0765eec4fd153836be3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"ROLE_ROLLUP_1\",\n SUM(CASE WHEN \"ACTION\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ACTION\" = '0' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c9\"\n GROUP BY \"ROLE_ROLLUP_1\"\n)\nSELECT \"ROLE_ROLLUP_1\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the grouped ratio template with group_col=\"ROLE_ROLLUP_1\" and condition_col=\"ACTION\", computing the ratio of ACTION='1' to ACTION='0' per group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ea021fc01ce468f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09ff87108130c1fa1b67a12bad1f0fabe34b3a81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7124, "bytes_utf8": 7124, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14233, "cached_input_tokens": 12032, "output_tokens": 340, "reasoning_output_tokens": 229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4ec3746674ec4e940f7bf6e856f38e70016bf74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_6ed8678662c3d1c2", + "api_calls": 0, + "input_tokens": 14233, + "cached_input_tokens": 12032, + "output_tokens": 340, + "total_tokens": 14573, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9288.7, + "sql_execution_elapsed_ms_total": 15.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96d44f964a728c0ae7052f14efb9eaf23945f8af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:57.439536+00:00", + "ended_at": "2026-05-19T16:07:06.728262+00:00", + "elapsed_ms": 9288.7, + "prompt_metrics": { + "chars": 7124, + "bytes_utf8": 7124, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14233, + "cached_input_tokens": 12032, + "output_tokens": 340, + "reasoning_output_tokens": 229 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b36a14be3931ba322bf272573198165d8ff6cdbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b2d7a9d7878533b78cc8decebf2f4ac0510d74b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-879c-75d2-a29c-4278fc721df5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\"\\nORDER BY \\\"support\\\" ASC, \\\"ROLE_ROLLUP_2\\\"\\nLIMIT 17;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to ROLE_ROLLUP_2 and returns the 17 lowest-support groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14233,"cached_input_tokens":12032,"output_tokens":340,"reasoning_output_tokens":229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2028d67fe440735a023d3a3c96a8a7a38a0b089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"ROLE_ROLLUP_2\",\n COUNT(*) AS \"support\"\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\"\nORDER BY \"support\" ASC, \"ROLE_ROLLUP_2\"\nLIMIT 17;","notes":"Uses the Low-Support Group Count template with group_col bound to ROLE_ROLLUP_2 and returns the 17 lowest-support groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6ed8678662c3d1c2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d60350433325e3f363f6e2d2adf3ee9a6bcfca94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7033, "bytes_utf8": 7033, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 285, "bytes_utf8": 285, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14189, "cached_input_tokens": 13696, "output_tokens": 319, "reasoning_output_tokens": 242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22342287c3978ef85a8522827925f23675ed27e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_6f65ab089f7a8c9c", + "api_calls": 0, + "input_tokens": 14189, + "cached_input_tokens": 13696, + "output_tokens": 319, + "total_tokens": 14508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8308.27, + "sql_execution_elapsed_ms_total": 34.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61fac79223b375b44213630871b5fc9243c0fd46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:22.277968+00:00", + "ended_at": "2026-05-19T15:33:30.586275+00:00", + "elapsed_ms": 8308.27, + "prompt_metrics": { + "chars": 7033, + "bytes_utf8": 7033, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 639, + "bytes_utf8": 639, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 285, + "bytes_utf8": 285, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14189, + "cached_input_tokens": 13696, + "output_tokens": 319, + "reasoning_output_tokens": 242 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11293d7b2c161a2e20859691f9224e5c82bc9f96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ROLE_CODE.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ROLE_CODE", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea284d0f0bb190d8969c0a5b703d4f128d5ec92b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-c7ff-76f0-921a-4e645b8552c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ROLE_CODE\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_CODE\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count distribution of rows by \\\"ROLE_CODE\\\" using the provided Grouped Count by Category template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14189,"cached_input_tokens":13696,"output_tokens":319,"reasoning_output_tokens":242}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7410546d841f0573ba78ee85a49ae55b64467578 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ROLE_CODE\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nGROUP BY \"ROLE_CODE\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count distribution of rows by \"ROLE_CODE\" using the provided Grouped Count by Category template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6f65ab089f7a8c9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d2d7a5932b9db7f859d9549071190685dcb3fc38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:07.448646+00:00", + "ended_at": "2026-05-19T16:09:10.587120+00:00", + "elapsed_ms": 3138.44, + "returncode": 1, + "prompt_metrics": { + "chars": 7235, + "bytes_utf8": 7235, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cfd38133bc030fbdb173ad505379c3aa40edd3c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:11.589215+00:00", + "ended_at": "2026-05-19T16:09:14.580929+00:00", + "elapsed_ms": 2991.68, + "returncode": 1, + "prompt_metrics": { + "chars": 7235, + "bytes_utf8": 7235, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b19e28581b07b71151daffb11b9e6dc87e0a1197 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b19e28581b07b71151daffb11b9e6dc87e0a1197 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22267fc04bd99dae8288ef751601156c547dda54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8387-7ef3-b64a-5460290206d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0e1cef578e38dd44d10b7c1d24e62c9d5d7caa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8387-7ef3-b64a-5460290206d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29263bf40919f20c359bd7703e21b1259e6dfceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-93aa-7991-a430-5472d51e1401"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5c31a40a68fae0aa0409561c3992d10ba1ba3a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-93aa-7991-a430-5472d51e1401"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6fb11304a3927aa3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37ccae6a564bc977369889d1c0edfc68443adf6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:50.373485+00:00", + "ended_at": "2026-05-19T16:06:53.833321+00:00", + "elapsed_ms": 3459.81, + "returncode": 1, + "prompt_metrics": { + "chars": 7122, + "bytes_utf8": 7122, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09c808ef352bad10748e479ed3f16cbc677be259 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:54.835953+00:00", + "ended_at": "2026-05-19T16:06:57.435851+00:00", + "elapsed_ms": 2599.86, + "returncode": 1, + "prompt_metrics": { + "chars": 7122, + "bytes_utf8": 7122, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cdb207615a88d00e3253f06e058f3f90d9d1d39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cdb207615a88d00e3253f06e058f3f90d9d1d39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13e6421f695b5ad882b642de945a7f80e34264b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-6bf3-70c0-b106-53ccee6db7ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b034505f3c3fe10a926222cd9bb7817159fbbcf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-6bf3-70c0-b106-53ccee6db7ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddd9d2857a4c5cb63976d0d4e4919f6625cda39c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7d83-7582-9839-c88441062f8a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..51ecba6fbb977ec1a86256e00106dc767c7e9311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7d83-7582-9839-c88441062f8a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_70de3dbb46afcb9b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db33bf909042a00c40984b8b38a1c58572d42f0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:06.748626+00:00", + "ended_at": "2026-05-19T16:07:09.568769+00:00", + "elapsed_ms": 2820.12, + "returncode": 1, + "prompt_metrics": { + "chars": 7122, + "bytes_utf8": 7122, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a889dc1c63dbede04e34b6513e31c70fe1b059c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:10.570785+00:00", + "ended_at": "2026-05-19T16:07:13.762298+00:00", + "elapsed_ms": 3191.47, + "returncode": 1, + "prompt_metrics": { + "chars": 7122, + "bytes_utf8": 7122, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3619c92dcc31495d8f46160b42701d6efe803b1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3619c92dcc31495d8f46160b42701d6efe803b1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecbaf835c14f7c8ac9b367c5fc3c75d59eb005f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-ac0e-7981-86f9-da9ec935c406"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99aa92332497533582a3142feda74b75d053fbf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-ac0e-7981-86f9-da9ec935c406"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f42be44c52cda7eae035abe16224d89daee7f7a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-bafa-7881-8edc-0864a469d666"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5caad49fc639e8d81513b08d7422fff6d7c408ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-bafa-7881-8edc-0864a469d666"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_76b563f48c46f901/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a57a186e01c14a11dffd8fa677219ab8d1f175da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7318, "bytes_utf8": 7318, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2111, "bytes_utf8": 2111, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14258, "cached_input_tokens": 12032, "output_tokens": 5074, "reasoning_output_tokens": 4374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f1047b646f86daef41a1846a457bafc9769e54a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_78bdccfa64ba2d9c", + "api_calls": 0, + "input_tokens": 14258, + "cached_input_tokens": 12032, + "output_tokens": 5074, + "total_tokens": 19332, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 74396.86, + "sql_execution_elapsed_ms_total": 125.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5b8deb2902cd852ffd0ff1fe8149b7d391cd979 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:01.975261+00:00", + "ended_at": "2026-05-19T16:02:16.372143+00:00", + "elapsed_ms": 74396.86, + "prompt_metrics": { + "chars": 7318, + "bytes_utf8": 7318, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2829, + "bytes_utf8": 2829, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2111, + "bytes_utf8": 2111, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14258, + "cached_input_tokens": 12032, + "output_tokens": 5074, + "reasoning_output_tokens": 4374 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79b7fa45627e25a59d7d6f58d6e6aa7e84670fc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_TITLE", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118890.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..865f22069ddc2754fc2f4da5a442cb8385598c37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-1b25-7691-a25d-b73c9da3c8cc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"ROLE_DEPTNAME\\\",\\n CAST(\\\"ROLE_TITLE\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_DEPTNAME\\\"\\n ORDER BY CAST(\\\"ROLE_TITLE\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_DEPTNAME\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n AND \\\"ROLE_TITLE\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"ROLE_DEPTNAME\\\",\\n \\\"cnt\\\",\\n 1 + CAST((95 * (\\\"cnt\\\" - 1)) / 100 AS INTEGER) AS \\\"lower_rn\\\",\\n 1 + CAST((95 * (\\\"cnt\\\" - 1)) / 100 AS INTEGER)\\n + CASE\\n WHEN (95 * (\\\"cnt\\\" - 1)) % 100 = 0 THEN 0\\n ELSE 1\\n END AS \\\"upper_rn\\\",\\n ((95 * (\\\"cnt\\\" - 1)) % 100) / 100.0 AS \\\"fraction\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"ROLE_DEPTNAME\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"ROLE_DEPTNAME\\\",\\n \\\"p\\\".\\\"cnt\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n \\\"p\\\".\\\"fraction\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"o\\\".\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"o\\\".\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" AS \\\"p\\\"\\n JOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"ROLE_DEPTNAME\\\" = \\\"p\\\".\\\"ROLE_DEPTNAME\\\"\\n GROUP BY\\n \\\"p\\\".\\\"ROLE_DEPTNAME\\\",\\n \\\"p\\\".\\\"cnt\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n \\\"p\\\".\\\"fraction\\\"\\n)\\nSELECT\\n \\\"ROLE_DEPTNAME\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + \\\"fraction\\\" * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ROLE_DEPTNAME\\\"\\nLIMIT 18;\",\"notes\":\"Emulates `PERCENTILE_CONT(0.95)` in SQLite with window functions and linear interpolation on `CAST(\\\"ROLE_TITLE\\\" AS REAL)`, grouped by `\\\"ROLE_DEPTNAME\\\"`. Applies the provided minimum group size of 5 and returns the top 18 groups by the computed 95th-percentile measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14258,"cached_input_tokens":12032,"output_tokens":5074,"reasoning_output_tokens":4374}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5fe6dab02329610820c24e7c1e536e574711489 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"ROLE_DEPTNAME\",\n CAST(\"ROLE_TITLE\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_DEPTNAME\"\n ORDER BY CAST(\"ROLE_TITLE\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_DEPTNAME\"\n ) AS \"cnt\"\n FROM \"c9\"\n WHERE \"ROLE_DEPTNAME\" IS NOT NULL\n AND \"ROLE_TITLE\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"ROLE_DEPTNAME\",\n \"cnt\",\n 1 + CAST((95 * (\"cnt\" - 1)) / 100 AS INTEGER) AS \"lower_rn\",\n 1 + CAST((95 * (\"cnt\" - 1)) / 100 AS INTEGER)\n + CASE\n WHEN (95 * (\"cnt\" - 1)) % 100 = 0 THEN 0\n ELSE 1\n END AS \"upper_rn\",\n ((95 * (\"cnt\" - 1)) % 100) / 100.0 AS \"fraction\"\n FROM \"ordered\"\n GROUP BY \"ROLE_DEPTNAME\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"p\".\"ROLE_DEPTNAME\",\n \"p\".\"cnt\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\",\n \"p\".\"fraction\",\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lower_rn\" THEN \"o\".\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"upper_rn\" THEN \"o\".\"measure_value\" END) AS \"upper_value\"\n FROM \"positions\" AS \"p\"\n JOIN \"ordered\" AS \"o\"\n ON \"o\".\"ROLE_DEPTNAME\" = \"p\".\"ROLE_DEPTNAME\"\n GROUP BY\n \"p\".\"ROLE_DEPTNAME\",\n \"p\".\"cnt\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\",\n \"p\".\"fraction\"\n)\nSELECT\n \"ROLE_DEPTNAME\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + \"fraction\" * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"ROLE_DEPTNAME\"\nLIMIT 18;","notes":"Emulates `PERCENTILE_CONT(0.95)` in SQLite with window functions and linear interpolation on `CAST(\"ROLE_TITLE\" AS REAL)`, grouped by `\"ROLE_DEPTNAME\"`. Applies the provided minimum group size of 5 and returns the top 18 groups by the computed 95th-percentile measure."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_78bdccfa64ba2d9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..940c46f53873bf84be0dbdf7f12f5af9097930b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7042, "bytes_utf8": 7042, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 317, "bytes_utf8": 317, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14197, "cached_input_tokens": 12032, "output_tokens": 286, "reasoning_output_tokens": 197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fcc12c6fbece3117609e3a99754facfbe5744a49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_79288a2aee09a30d", + "api_calls": 0, + "input_tokens": 14197, + "cached_input_tokens": 12032, + "output_tokens": 286, + "total_tokens": 14483, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20510.21, + "sql_execution_elapsed_ms_total": 20.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f78f0d7de1ec91bd58a00a6bab73e1c2b50b93b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:31.438827+00:00", + "ended_at": "2026-05-19T15:32:51.949065+00:00", + "elapsed_ms": 20510.21, + "prompt_metrics": { + "chars": 7042, + "bytes_utf8": 7042, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1329, + "bytes_utf8": 1329, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 317, + "bytes_utf8": 317, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14197, + "cached_input_tokens": 12032, + "output_tokens": 286, + "reasoning_output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25099ffecdcf57b18fc70dd7562422051ca6b62c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d6299f973a1038ffd154b1e903afd50c2b472d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40de-0168-7043-a85c-54c9aa8d5126"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14832. Please try again in 444ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14832. Please try again in 444ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ROLE_ROLLUP_1\\\", COUNT(*) AS row_count\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with \\\"ROLE_ROLLUP_1\\\" as the grouping column to inspect subgroup count distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14197,"cached_input_tokens":12032,"output_tokens":286,"reasoning_output_tokens":197}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19008ed7b42bac3ad4f4431a37d6baaebc8f0ef4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ROLE_ROLLUP_1\", COUNT(*) AS row_count\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with \"ROLE_ROLLUP_1\" as the grouping column to inspect subgroup count distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_79288a2aee09a30d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd1fa70c4b84ca624a334461c3d1fcbbe95a0b49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 999, "bytes_utf8": 999, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14252, "cached_input_tokens": 13696, "output_tokens": 1825, "reasoning_output_tokens": 1546}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e614cfcc689ca792e794f921a8d43990601d23ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_793f33f9b2b8e56c", + "api_calls": 0, + "input_tokens": 14252, + "cached_input_tokens": 13696, + "output_tokens": 1825, + "total_tokens": 16077, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30397.34, + "sql_execution_elapsed_ms_total": 74.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbce835e2e2a657ff85185095928549109dfe5fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:19.020944+00:00", + "ended_at": "2026-05-19T15:56:49.418314+00:00", + "elapsed_ms": 30397.34, + "prompt_metrics": { + "chars": 7305, + "bytes_utf8": 7305, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1433, + "bytes_utf8": 1433, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 999, + "bytes_utf8": 999, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14252, + "cached_input_tokens": 13696, + "output_tokens": 1825, + "reasoning_output_tokens": 1546 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0393141a13ec3ea6cd2b25655c5d308f80d8f2b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ROLE_TITLE, measure_col=RESOURCE.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_TITLE", + "measure_col": "RESOURCE", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..123a04ac919dd992326d7fe1314675bb3a6c8ec9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-c9d0-7bb3-8ffb-05ce18ed1f3e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ROLE_TITLE\\\",\\n CAST(\\\"RESOURCE\\\" AS REAL) AS \\\"resource_value\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ROLE_TITLE\\\") AS \\\"group_size\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"ROLE_TITLE\\\"\\n ORDER BY CAST(\\\"RESOURCE\\\" AS REAL)\\n ) AS \\\"cume_dist\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_TITLE\\\" IS NOT NULL\\n AND \\\"RESOURCE\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ROLE_TITLE\\\",\\n MIN(\\\"resource_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"group_size\\\" >= 5\\n AND \\\"cume_dist\\\" >= 0.95\\nGROUP BY \\\"ROLE_TITLE\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ROLE_TITLE\\\"\\nLIMIT 13;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the first RESOURCE value at or above the 95th percentile within each ROLE_TITLE group. RESOURCE is CAST to REAL because the schema stores it as TEXT, and min_group_size=5 plus top_k=13 were applied from the provided bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14252,"cached_input_tokens":13696,"output_tokens":1825,"reasoning_output_tokens":1546}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b2a2684479ffa05b61a0d6390a8261b366c0c84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ROLE_TITLE\",\n CAST(\"RESOURCE\" AS REAL) AS \"resource_value\",\n COUNT(*) OVER (PARTITION BY \"ROLE_TITLE\") AS \"group_size\",\n CUME_DIST() OVER (\n PARTITION BY \"ROLE_TITLE\"\n ORDER BY CAST(\"RESOURCE\" AS REAL)\n ) AS \"cume_dist\"\n FROM \"c9\"\n WHERE \"ROLE_TITLE\" IS NOT NULL\n AND \"RESOURCE\" IS NOT NULL\n)\nSELECT\n \"ROLE_TITLE\",\n MIN(\"resource_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"group_size\" >= 5\n AND \"cume_dist\" >= 0.95\nGROUP BY \"ROLE_TITLE\"\nORDER BY \"percentile_measure\" DESC, \"ROLE_TITLE\"\nLIMIT 13;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the first RESOURCE value at or above the 95th percentile within each ROLE_TITLE group. RESOURCE is CAST to REAL because the schema stores it as TEXT, and min_group_size=5 plus top_k=13 were applied from the provided bindings."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_793f33f9b2b8e56c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ffb2e520ba3a4abfefd9d0d64ce4cca0d37d7a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7676, "bytes_utf8": 7676, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 860, "bytes_utf8": 860, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14350, "cached_input_tokens": 13696, "output_tokens": 729, "reasoning_output_tokens": 483}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d8f6f6def225eb2980579cbeb90f48f1290c534e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_7a449124d786f94a", + "api_calls": 0, + "input_tokens": 14350, + "cached_input_tokens": 13696, + "output_tokens": 729, + "total_tokens": 15079, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15784.81, + "sql_execution_elapsed_ms_total": 17.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4967d38fcc12a0f2c57651f936b1c96c91b4598d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:17.457876+00:00", + "ended_at": "2026-05-19T15:47:33.242735+00:00", + "elapsed_ms": 15784.81, + "prompt_metrics": { + "chars": 7676, + "bytes_utf8": 7676, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1304, + "bytes_utf8": 1304, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 860, + "bytes_utf8": 860, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14350, + "cached_input_tokens": 13696, + "output_tokens": 729, + "reasoning_output_tokens": 483 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94d3188125babb5ed650c81caffbce553a6f0850 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ACTION, measure_col=RESOURCE.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ACTION", + "measure_col": "RESOURCE", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 43174.88, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c918dcd410a6a744f5ed95ad21259c951fa5732c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-86bc-7aa3-b87d-c0ffc40312f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"ACTION\\\",\\n SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ACTION\\\" IS NOT NULL\\n AND \\\"RESOURCE\\\" IS NOT NULL\\n AND TRIM(\\\"ACTION\\\") <> ''\\n AND TRIM(\\\"RESOURCE\\\") <> ''\\n GROUP BY \\\"ACTION\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"ACTION\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"ACTION\\\" and measure_col=\\\"RESOURCE\\\". Cast \\\"RESOURCE\\\" from TEXT to REAL for numeric aggregation and filtered null/blank values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14350,"cached_input_tokens":13696,"output_tokens":729,"reasoning_output_tokens":483}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb856e3285fbbc11f8ef9b08b4117f2f63dfe3b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"ACTION\",\n SUM(CAST(\"RESOURCE\" AS REAL)) AS \"group_value\"\n FROM \"c9\"\n WHERE \"ACTION\" IS NOT NULL\n AND \"RESOURCE\" IS NOT NULL\n AND TRIM(\"ACTION\") <> ''\n AND TRIM(\"RESOURCE\") <> ''\n GROUP BY \"ACTION\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"ACTION\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"ACTION\" and measure_col=\"RESOURCE\". Cast \"RESOURCE\" from TEXT to REAL for numeric aggregation and filtered null/blank values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7a449124d786f94a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..075ac126a9f809672a528963266fe46b25afba0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7324, "bytes_utf8": 7324, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 826, "bytes_utf8": 826, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14270, "cached_input_tokens": 13696, "output_tokens": 788, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..664956037206e6e8574332f9374d511dc606c3ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_7b2a204b8f7273f1", + "api_calls": 0, + "input_tokens": 14270, + "cached_input_tokens": 13696, + "output_tokens": 788, + "total_tokens": 15058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16259.23, + "sql_execution_elapsed_ms_total": 80.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac2a11acd2ecc004d2ead4a5a7915f8e5414a4d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:19.381608+00:00", + "ended_at": "2026-05-19T15:59:35.640862+00:00", + "elapsed_ms": 16259.23, + "prompt_metrics": { + "chars": 7324, + "bytes_utf8": 7324, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1249, + "bytes_utf8": 1249, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 826, + "bytes_utf8": 826, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14270, + "cached_input_tokens": 13696, + "output_tokens": 788, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9001729207a483f066602c9e5e4a5fc94eb1dce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118343.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d457dda1cdf92fff098aecd61448a485030a8f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-8a70-7691-9b8a-32cfa133cfe1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_1\\\"\\n ORDER BY CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n AND \\\"ROLE_ROLLUP_2\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ROLE_ROLLUP_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per ROLE_ROLLUP_1 with ROLE_ROLLUP_2 cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14270,"cached_input_tokens":13696,"output_tokens":788,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b6b04faf043be25d7bb9723c2ff847b92d2c98a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point.\nWITH \"ranked\" AS (\n SELECT\n \"ROLE_ROLLUP_1\",\n CAST(\"ROLE_ROLLUP_2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_ROLLUP_1\"\n ORDER BY CAST(\"ROLE_ROLLUP_2\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_ROLLUP_1\"\n ) AS \"cnt\"\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_1\" IS NOT NULL\n AND \"ROLE_ROLLUP_2\" IS NOT NULL\n)\nSELECT\n \"ROLE_ROLLUP_1\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per ROLE_ROLLUP_1 with ROLE_ROLLUP_2 cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7b2a204b8f7273f1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acef204f2ea16b410da2fdf609dd91b57ccc3ff2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7145, "bytes_utf8": 7145, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14228, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d4cd2b779f59209af3d04c7c66e6daf31f90484 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_7d8098e9d4d78637", + "api_calls": 0, + "input_tokens": 14228, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 14629, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9425.02, + "sql_execution_elapsed_ms_total": 40.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d8d007a23ab457f5cbac67a0015e9a2e86f22b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:30.092847+00:00", + "ended_at": "2026-05-19T15:29:39.517897+00:00", + "elapsed_ms": 9425.02, + "prompt_metrics": { + "chars": 7145, + "bytes_utf8": 7145, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 796, + "bytes_utf8": 796, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14228, + "cached_input_tokens": 12032, + "output_tokens": 401, + "reasoning_output_tokens": 279 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..353f619dd81e03db9cd93318ba0c2cfc6a12b179 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118343.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e67dc4eb2766c05f239c58d4a0b4ab1bcb755527 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-3cfa-7712-af52-e17e716aa55e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_DEPTNAME\\\", SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_DEPTNAME\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col=\\\"ROLE_DEPTNAME\\\" and measure_col=\\\"ROLE_ROLLUP_2\\\". CAST is used because the schema stores these fields as TEXT, but the measure is treated numerically for aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14228,"cached_input_tokens":12032,"output_tokens":401,"reasoning_output_tokens":279}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42811d1b82fb64f218f8afdb5712c9d1766bb4d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ROLE_DEPTNAME\", SUM(CAST(\"ROLE_ROLLUP_2\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_DEPTNAME\"\nORDER BY total_measure DESC;","notes":"Applied the planned Grouped Numeric Sum template with group_col=\"ROLE_DEPTNAME\" and measure_col=\"ROLE_ROLLUP_2\". CAST is used because the schema stores these fields as TEXT, but the measure is treated numerically for aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7d8098e9d4d78637/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccf7cc48cea30a262c55119b9a23af9a1a7da12f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7135, "bytes_utf8": 7135, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14218, "cached_input_tokens": 12032, "output_tokens": 239, "reasoning_output_tokens": 137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..77f792992b6b102056f442eb0c7e66dc15f46653 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_8348696e04329ede", + "api_calls": 0, + "input_tokens": 14218, + "cached_input_tokens": 12032, + "output_tokens": 239, + "total_tokens": 14457, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13409.97, + "sql_execution_elapsed_ms_total": 21.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4de42bcdb08017811f9f3c3f2c0d1861e6a986c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:53.384174+00:00", + "ended_at": "2026-05-19T15:31:06.794171+00:00", + "elapsed_ms": 13409.97, + "prompt_metrics": { + "chars": 7135, + "bytes_utf8": 7135, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1062, + "bytes_utf8": 1062, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14218, + "cached_input_tokens": 12032, + "output_tokens": 239, + "reasoning_output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42dfe8c5ac21673bee47b604dc807b338e262054 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ACTION, measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0df7685890bafe9ad0c71180f127b75d77409e5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dc-823f-7d00-8f64-9a752710fa76"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14853. Please try again in 445ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ACTION\\\", SUM(CAST(\\\"ROLE_FAMILY_DESC\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"ACTION\\\" and measure_col=\\\"ROLE_FAMILY_DESC\\\". Casted the measure to NUMERIC because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14218,"cached_input_tokens":12032,"output_tokens":239,"reasoning_output_tokens":137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bf6ec40c0362d9a9bd1c86e431e96ba91d41d9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ACTION\", SUM(CAST(\"ROLE_FAMILY_DESC\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ACTION\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped-sum template with group_col=\"ACTION\" and measure_col=\"ROLE_FAMILY_DESC\". Casted the measure to NUMERIC because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_8348696e04329ede/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bcc0f8dba1eb407023042e112b6bf71f11fe92f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7539, "bytes_utf8": 7539, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 600, "bytes_utf8": 600, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14338, "cached_input_tokens": 12032, "output_tokens": 695, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..970cef918651a921ecf595bca37072c1c06e0615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_91ba8e1a12f65803", + "api_calls": 0, + "input_tokens": 14338, + "cached_input_tokens": 12032, + "output_tokens": 695, + "total_tokens": 15033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16569.89, + "sql_execution_elapsed_ms_total": 62.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dbeffb07903caf863816b9177e542d21f23b0e8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:54.965376+00:00", + "ended_at": "2026-05-19T15:37:11.535302+00:00", + "elapsed_ms": 16569.89, + "prompt_metrics": { + "chars": 7539, + "bytes_utf8": 7539, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 982, + "bytes_utf8": 982, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 600, + "bytes_utf8": 600, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14338, + "cached_input_tokens": 12032, + "output_tokens": 695, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdf62c8819281102fc8c5feabc2367087259bc24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_CODE, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "ROLE_TITLE", + "item_col": "ROLE_ROLLUP_2", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86cc69a65561f3d1a50a7fdc8b4184e8962cc036 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-06dc-7d70-9a1e-40459ec148c3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_CODE\\\",\\n \\\"ROLE_ROLLUP_2\\\",\\n SUM(CAST(\\\"ROLE_TITLE\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ROLE_TITLE\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ROLE_TITLE\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_CODE\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_CODE\\\", \\\"ROLE_ROLLUP_2\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"ROLE_CODE\\\", item_col=\\\"ROLE_ROLLUP_2\\\", and measure_col=\\\"ROLE_TITLE\\\". CAST is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14338,"cached_input_tokens":12032,"output_tokens":695,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..930e53a812bae1c96953cb0a556a4eec0c216bd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_CODE\",\n \"ROLE_ROLLUP_2\",\n SUM(CAST(\"ROLE_TITLE\" AS REAL)) AS total_measure,\n SUM(CAST(\"ROLE_TITLE\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ROLE_TITLE\" AS REAL))) OVER (PARTITION BY \"ROLE_CODE\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_CODE\", \"ROLE_ROLLUP_2\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"ROLE_CODE\", item_col=\"ROLE_ROLLUP_2\", and measure_col=\"ROLE_TITLE\". CAST is used because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91ba8e1a12f65803/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25f271b1c375651c07c2bf4bc0de50591c43a93d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 797, "bytes_utf8": 797, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14255, "cached_input_tokens": 12032, "output_tokens": 1581, "reasoning_output_tokens": 1340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fec90fe8b9459220033d0eb6c713244a39b65b1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_922a351a2d35b8be", + "api_calls": 0, + "input_tokens": 14255, + "cached_input_tokens": 12032, + "output_tokens": 1581, + "total_tokens": 15836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27742.9, + "sql_execution_elapsed_ms_total": 75.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4c30f61229dac15e3b8404d6d898450019ea70e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:17.269639+00:00", + "ended_at": "2026-05-19T15:57:45.012559+00:00", + "elapsed_ms": 27742.9, + "prompt_metrics": { + "chars": 7302, + "bytes_utf8": 7302, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1222, + "bytes_utf8": 1222, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 797, + "bytes_utf8": 797, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14255, + "cached_input_tokens": 12032, + "output_tokens": 1581, + "reasoning_output_tokens": 1340 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c9d4912a639b57653eb571420f55fa78c9f5b52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ROLE_CODE, measure_col=MGR_ID.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "MGR_ID", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 20807.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2b7a7eccfce9fa4910d53a686bfc478b2f5d622 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-ad8a-7910-9f6c-8802bf6ebbf1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ROLE_CODE\\\",\\n CAST(\\\"MGR_ID\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_CODE\\\"\\n ORDER BY CAST(\\\"MGR_ID\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_CODE\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_CODE\\\" IS NOT NULL\\n AND \\\"MGR_ID\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ROLE_CODE\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((\\\"cnt\\\" * 95) + 99) / 100\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the 0.95 grouped percentile point in SQLite using the nearest-rank method per ROLE_CODE, casting MGR_ID from TEXT to REAL because SQLite does not support PERCENTILE_CONT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14255,"cached_input_tokens":12032,"output_tokens":1581,"reasoning_output_tokens":1340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f658684d1061792a40ae0ad3a80ee8737a54b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ROLE_CODE\",\n CAST(\"MGR_ID\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_CODE\"\n ORDER BY CAST(\"MGR_ID\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_CODE\"\n ) AS \"cnt\"\n FROM \"c9\"\n WHERE \"ROLE_CODE\" IS NOT NULL\n AND \"MGR_ID\" IS NOT NULL\n)\nSELECT\n \"ROLE_CODE\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((\"cnt\" * 95) + 99) / 100\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the 0.95 grouped percentile point in SQLite using the nearest-rank method per ROLE_CODE, casting MGR_ID from TEXT to REAL because SQLite does not support PERCENTILE_CONT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_922a351a2d35b8be/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a64ed2b243315237713e9521f244ae6b7ce6ad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7137, "bytes_utf8": 7137, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14224, "cached_input_tokens": 13696, "output_tokens": 486, "reasoning_output_tokens": 378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7730f322d8c98f47a13da6ceb911a26ad6640eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_95d0b85c9b551416", + "api_calls": 0, + "input_tokens": 14224, + "cached_input_tokens": 13696, + "output_tokens": 486, + "total_tokens": 14710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15903.52, + "sql_execution_elapsed_ms_total": 17.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2aa5ed8a0565d6a61a3ea9d73833469a81f4b3a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:33.825721+00:00", + "ended_at": "2026-05-19T15:31:49.729269+00:00", + "elapsed_ms": 15903.52, + "prompt_metrics": { + "chars": 7137, + "bytes_utf8": 7137, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 732, + "bytes_utf8": 732, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14224, + "cached_input_tokens": 13696, + "output_tokens": 486, + "reasoning_output_tokens": 378 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c56c0de503509cd61b348cd6be58cf2fd7c00338 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_CODE.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_CODE", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118813.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4943427e9e53d1ea97c81089bc531d2931c12057 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-203f-7e63-ab79-8cf1b0b887a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_ROLLUP_1\\\", SUM(CAST(\\\"ROLE_CODE\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the planned grouped-sum template with ROLE_ROLLUP_1 as the grouping column and ROLE_CODE as the numeric measure. CAST is applied because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14224,"cached_input_tokens":13696,"output_tokens":486,"reasoning_output_tokens":378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5347290ec2f77e613b3315fa179f8a54e956976a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ROLE_ROLLUP_1\", SUM(CAST(\"ROLE_CODE\" AS INTEGER)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\"\nORDER BY total_measure DESC;","notes":"Uses the planned grouped-sum template with ROLE_ROLLUP_1 as the grouping column and ROLE_CODE as the numeric measure. CAST is applied because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_95d0b85c9b551416/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13a7a2c550cdf77e34463d97edf8ca68254b9f1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:28.465178+00:00", + "ended_at": "2026-05-19T16:10:31.665587+00:00", + "elapsed_ms": 3200.38, + "returncode": 1, + "prompt_metrics": { + "chars": 7229, + "bytes_utf8": 7229, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..310975f700e71853be01fff0033c527b7f19ba40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:32.667126+00:00", + "ended_at": "2026-05-19T16:10:35.870272+00:00", + "elapsed_ms": 3203.12, + "returncode": 1, + "prompt_metrics": { + "chars": 7229, + "bytes_utf8": 7229, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c0e850a9e4447bf15c0d50a64522c96ff02fabc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118343.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c0e850a9e4447bf15c0d50a64522c96ff02fabc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118343.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95ec7491835d791255481a991955e508dcde7e02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bff0-7563-bc3c-faedddbf0397"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b6e2367373eb8d5ece155834c8eb3d7b379ac9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bff0-7563-bc3c-faedddbf0397"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b453ecfea9974156c1aa3c5752ca705ef854414 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-d04b-7133-8227-4dc20ac8e4d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..907b68b9ead4a1c7d7e358a1cc4f2ceacd50529b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-d04b-7133-8227-4dc20ac8e4d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_968064ecf0e0d2b7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f56697870b4e8c404b3d756786f1dd39dbc4cdde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7288, "bytes_utf8": 7288, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 563, "bytes_utf8": 563, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14270, "cached_input_tokens": 12032, "output_tokens": 676, "reasoning_output_tokens": 507}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6af2971fc315b1ba82ce1d2313ad13d2bdbbc4a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_9faea693e8280e99", + "api_calls": 0, + "input_tokens": 14270, + "cached_input_tokens": 12032, + "output_tokens": 676, + "total_tokens": 14946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16900.51, + "sql_execution_elapsed_ms_total": 45.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d58babf9cd475ea15787c3af9ba25c365196f2a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:00.468739+00:00", + "ended_at": "2026-05-19T15:46:17.369277+00:00", + "elapsed_ms": 16900.51, + "prompt_metrics": { + "chars": 7288, + "bytes_utf8": 7288, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 948, + "bytes_utf8": 948, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 563, + "bytes_utf8": 563, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14270, + "cached_input_tokens": 12032, + "output_tokens": 676, + "reasoning_output_tokens": 507 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e38d07d01a17347a4e057276fbe05215ada7e863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MGR_ID.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "MGR_ID", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..27258aca8e934865d7cd8bfcde6f51413b840144 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-59a2-73e0-a002-a9e017049b2e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"MGR_ID\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"MGR_ID\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"MGR_ID\\\" IS NOT NULL\\n)\\nSELECT \\\"MGR_ID\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"MGR_ID\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col=\\\"MGR_ID\\\" and num_tiles=10. Cast \\\"MGR_ID\\\" from TEXT to INTEGER so the tail bucket reflects numeric rather than lexicographic ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14270,"cached_input_tokens":12032,"output_tokens":676,"reasoning_output_tokens":507}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..657c6bcb171b576e8ad8e3e11c986055fce076d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"MGR_ID\",\n NTILE(10) OVER (ORDER BY CAST(\"MGR_ID\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c9\"\n WHERE \"MGR_ID\" IS NOT NULL\n)\nSELECT \"MGR_ID\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"MGR_ID\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col=\"MGR_ID\" and num_tiles=10. Cast \"MGR_ID\" from TEXT to INTEGER so the tail bucket reflects numeric rather than lexicographic ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9faea693e8280e99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36ec5d69f309878fc54bb1e1779f4d0f5b034b69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:13.601899+00:00", + "ended_at": "2026-05-19T16:03:16.841567+00:00", + "elapsed_ms": 3239.64, + "returncode": 1, + "prompt_metrics": { + "chars": 7365, + "bytes_utf8": 7365, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..421720fd2f051efdaef24be2e6d78e71cb37e802 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:17.843836+00:00", + "ended_at": "2026-05-19T16:03:21.540630+00:00", + "elapsed_ms": 3696.75, + "returncode": 1, + "prompt_metrics": { + "chars": 7365, + "bytes_utf8": 7365, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0b5a937f197b750df75134fc19d622ae9cdae9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ROLE_DEPTNAME, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0b5a937f197b750df75134fc19d622ae9cdae9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ROLE_DEPTNAME, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10488e58f57ed1af018103c9d4c64fa54c2cca99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-1d5e-7bf1-bf5b-b54b12297d5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09aac8b0374573f571192c198b54df30c7e18835 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-1d5e-7bf1-bf5b-b54b12297d5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d52e99f438b47640d3182a404394b1a54eab8821 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-2dfb-7481-b652-ad9fbfe56956"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e3cdab7cd10a8cc9219872807ac6fb7822f6da9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-2dfb-7481-b652-ad9fbfe56956"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_9ff1c081e7c49f8c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2326c8c595fcf30c317e06c760222c96002308a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7293, "bytes_utf8": 7293, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14267, "cached_input_tokens": 13696, "output_tokens": 459, "reasoning_output_tokens": 326}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a75df22f79a8187cdd4815b21f6d81a752e6f214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_a04b8992cc6e56e1", + "api_calls": 0, + "input_tokens": 14267, + "cached_input_tokens": 13696, + "output_tokens": 459, + "total_tokens": 14726, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13596.89, + "sql_execution_elapsed_ms_total": 73.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e9f4ed7546e5940be8703ca6063305255ca6a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:46.791286+00:00", + "ended_at": "2026-05-19T15:46:00.388220+00:00", + "elapsed_ms": 13596.89, + "prompt_metrics": { + "chars": 7293, + "bytes_utf8": 7293, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 855, + "bytes_utf8": 855, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14267, + "cached_input_tokens": 13696, + "output_tokens": 459, + "reasoning_output_tokens": 326 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8988fce5291ab711f8b706a4e0ec174da764d4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=RESOURCE.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "RESOURCE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5d2dc8be969e0cf18140b071047d21559859733 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-2429-7d32-a4d9-a702b55d55cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"RESOURCE\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"RESOURCE\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"c9\\\"\\n WHERE \\\"RESOURCE\\\" IS NOT NULL\\n)\\nSELECT \\\"RESOURCE\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"RESOURCE\\\" AS REAL) DESC;\",\"notes\":\"Applied Quantile Tail Slice with measure_col bound to RESOURCE, using NTILE(10) and numeric casting because RESOURCE is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14267,"cached_input_tokens":13696,"output_tokens":459,"reasoning_output_tokens":326}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aeeaa2fca9f0c42feb09e69516dba378ac8cf9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"RESOURCE\",\n NTILE(10) OVER (ORDER BY CAST(\"RESOURCE\" AS REAL) DESC) AS tail_bucket\n FROM \"c9\"\n WHERE \"RESOURCE\" IS NOT NULL\n)\nSELECT \"RESOURCE\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"RESOURCE\" AS REAL) DESC;","notes":"Applied Quantile Tail Slice with measure_col bound to RESOURCE, using NTILE(10) and numeric casting because RESOURCE is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a04b8992cc6e56e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ff8137a313b01d5bd61e19a7bbde7ee975b5d32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7320, "bytes_utf8": 7320, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7320, "bytes_utf8": 7320, "lines": 216, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1913, "bytes_utf8": 1913, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14270, "cached_input_tokens": 13696, "output_tokens": 3161, "reasoning_output_tokens": 2550}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38db8a338d28cdaa16018c7839062467e195e95c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_a3c851345c53c369", + "api_calls": 0, + "input_tokens": 14270, + "cached_input_tokens": 13696, + "output_tokens": 3161, + "total_tokens": 17431, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 55854.16, + "sql_execution_elapsed_ms_total": 118.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..15b539bdf54137d57e110ecfd9f7130327397832 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:22.401890+00:00", + "ended_at": "2026-05-19T15:58:25.714357+00:00", + "elapsed_ms": 3312.44, + "returncode": 1, + "prompt_metrics": { + "chars": 7320, + "bytes_utf8": 7320, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ae239c74b6210875d41f692be4e377085d048d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:26.715976+00:00", + "ended_at": "2026-05-19T15:59:19.257753+00:00", + "elapsed_ms": 52541.72, + "prompt_metrics": { + "chars": 7320, + "bytes_utf8": 7320, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2532, + "bytes_utf8": 2532, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1913, + "bytes_utf8": 1913, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14270, + "cached_input_tokens": 13696, + "output_tokens": 3161, + "reasoning_output_tokens": 2550 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83436ad5f04d941306256c6f8c031c0068786bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..83436ad5f04d941306256c6f8c031c0068786bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87126876377ef7ff1cfb842c47d15c7ac8c79bac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-abd8-7fb1-b83f-19c2704fee85"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c99614dbd772b67b1da092a6290471a68a4ad446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-abd8-7fb1-b83f-19c2704fee85"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8acf4dc0a861447cbaa37d5157387fec8a872ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-bcea-7df3-9b8a-fe3558d69b03"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_1\\\" AS \\\"group_col\\\",\\n CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_1\\\"\\n ORDER BY CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n AND \\\"ROLE_ROLLUP_2\\\" IS NOT NULL\\n),\\n\\\"group_stats\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n 1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"group_col\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n s.\\\"group_col\\\",\\n s.\\\"cnt\\\",\\n s.\\\"pos\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = CAST(s.\\\"pos\\\" AS INTEGER) THEN r.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(\\n CASE\\n WHEN r.\\\"rn\\\" = CASE\\n WHEN s.\\\"pos\\\" = CAST(s.\\\"pos\\\" AS INTEGER) THEN CAST(s.\\\"pos\\\" AS INTEGER)\\n ELSE CAST(s.\\\"pos\\\" AS INTEGER) + 1\\n END THEN r.\\\"measure_value\\\"\\n END\\n ) AS \\\"upper_value\\\"\\n FROM \\\"group_stats\\\" AS s\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"group_col\\\" = s.\\\"group_col\\\"\\n GROUP BY s.\\\"group_col\\\", s.\\\"cnt\\\", s.\\\"pos\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ROLE_ROLLUP_1\\\",\\n CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - CAST(\\\"pos\\\" AS INTEGER)) * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ROLE_ROLLUP_1\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 90th percentile for each \\\"ROLE_ROLLUP_1\\\" via ordered window rows and linear interpolation on numeric-cast \\\"ROLE_ROLLUP_2\\\" values. NULL group/measure values are excluded, and only groups with at least 5 rows are returned.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14270,"cached_input_tokens":13696,"output_tokens":3161,"reasoning_output_tokens":2550}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c184b8346207cf8f40492a39ae9c0550885cec76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ROLE_ROLLUP_1\" AS \"group_col\",\n CAST(\"ROLE_ROLLUP_2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_ROLLUP_1\"\n ORDER BY CAST(\"ROLE_ROLLUP_2\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_ROLLUP_1\"\n ) AS \"cnt\"\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_1\" IS NOT NULL\n AND \"ROLE_ROLLUP_2\" IS NOT NULL\n),\n\"group_stats\" AS (\n SELECT\n \"group_col\",\n MAX(\"cnt\") AS \"cnt\",\n 1.0 + 0.9 * (MAX(\"cnt\") - 1) AS \"pos\"\n FROM \"ranked\"\n GROUP BY \"group_col\"\n),\n\"bounds\" AS (\n SELECT\n s.\"group_col\",\n s.\"cnt\",\n s.\"pos\",\n MAX(CASE WHEN r.\"rn\" = CAST(s.\"pos\" AS INTEGER) THEN r.\"measure_value\" END) AS \"lower_value\",\n MAX(\n CASE\n WHEN r.\"rn\" = CASE\n WHEN s.\"pos\" = CAST(s.\"pos\" AS INTEGER) THEN CAST(s.\"pos\" AS INTEGER)\n ELSE CAST(s.\"pos\" AS INTEGER) + 1\n END THEN r.\"measure_value\"\n END\n ) AS \"upper_value\"\n FROM \"group_stats\" AS s\n JOIN \"ranked\" AS r\n ON r.\"group_col\" = s.\"group_col\"\n GROUP BY s.\"group_col\", s.\"cnt\", s.\"pos\"\n)\nSELECT\n \"group_col\" AS \"ROLE_ROLLUP_1\",\n CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - CAST(\"pos\" AS INTEGER)) * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"ROLE_ROLLUP_1\";","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 90th percentile for each \"ROLE_ROLLUP_1\" via ordered window rows and linear interpolation on numeric-cast \"ROLE_ROLLUP_2\" values. NULL group/measure values are excluded, and only groups with at least 5 rows are returned."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a3c851345c53c369/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be22f299e29a5cab08680d0bc8edd150a2b005bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:13.780217+00:00", + "ended_at": "2026-05-19T16:08:16.554713+00:00", + "elapsed_ms": 2774.47, + "returncode": 1, + "prompt_metrics": { + "chars": 7110, + "bytes_utf8": 7110, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05190889119ac44431a7443a0f1a296cd9357c7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:17.556333+00:00", + "ended_at": "2026-05-19T16:08:20.656353+00:00", + "elapsed_ms": 3099.99, + "returncode": 1, + "prompt_metrics": { + "chars": 7110, + "bytes_utf8": 7110, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eaac5af2907572bb5963f0d848804bcae4ce185 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ACTION.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ACTION", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eaac5af2907572bb5963f0d848804bcae4ce185 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ACTION.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ACTION", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..317e3411dd34caff9f3df5f86010f93092bc8a09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b1cb-7ab0-a99b-8495dddd72da"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11aa2918f277366daa46091cdd4fa297d76c64e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b1cb-7ab0-a99b-8495dddd72da"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f148dfa1de6553edfdc9c7e801456a4768d293ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c0a8-79f0-9777-536d7ec81f3a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93798ba4833cb04122aeae39a9da3738905eacac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c0a8-79f0-9777-536d7ec81f3a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a419df8aa503b789/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c673dc41564978c69f0f8af262ed9efb2c0c2b77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:21.351705+00:00", + "ended_at": "2026-05-19T16:10:24.486121+00:00", + "elapsed_ms": 3134.4, + "returncode": 1, + "prompt_metrics": { + "chars": 7224, + "bytes_utf8": 7224, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b3c209dc5e8ceaeb5fc47beda1ecbaa1c66b404a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:25.488376+00:00", + "ended_at": "2026-05-19T16:10:28.461777+00:00", + "elapsed_ms": 2973.36, + "returncode": 1, + "prompt_metrics": { + "chars": 7224, + "bytes_utf8": 7224, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d979041d9e712e8ed68d6b839e7d1c0171d6aaf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d979041d9e712e8ed68d6b839e7d1c0171d6aaf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 118386.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3c7ce4b65993225d9a476c58e4f6321b287c68e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a425-7e12-bf12-a656f1cf9e51"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7e1de06ac6ba76c38bc46a847479594a843b269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a425-7e12-bf12-a656f1cf9e51"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e501d6b4563473e8317ba3117b1262eaa3817422 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b45a-7460-a133-4cd7b5d92e88"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..268ce68b9bea383f0cdcc87319bdb9120d6c89d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b45a-7460-a133-4cd7b5d92e88"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a67ea34c58077c3e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d62c13e0fcd2a6c8f51454b2c1731e6a57f3c461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7684, "bytes_utf8": 7684, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 625, "bytes_utf8": 625, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14354, "cached_input_tokens": 12032, "output_tokens": 411, "reasoning_output_tokens": 247}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..56072f6d1b35a474259a13f7ff9b33b87f3ee425 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_a8628527819a2271", + "api_calls": 0, + "input_tokens": 14354, + "cached_input_tokens": 12032, + "output_tokens": 411, + "total_tokens": 14765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9058.56, + "sql_execution_elapsed_ms_total": 28.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b3ecb223ece3c7390db8053b544a211162f18ed3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:35.021480+00:00", + "ended_at": "2026-05-19T15:49:44.080073+00:00", + "elapsed_ms": 9058.56, + "prompt_metrics": { + "chars": 7684, + "bytes_utf8": 7684, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 984, + "bytes_utf8": 984, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 625, + "bytes_utf8": 625, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14354, + "cached_input_tokens": 12032, + "output_tokens": 411, + "reasoning_output_tokens": 247 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5e5b313602767e83f3bbc62114fbe75bfec1c7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ROLE_CODE, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "ROLE_TITLE", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5935a599d358b3bd03670e274a5570eb028e7311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-9fc0-7741-8ae8-cc8dbddcf002"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"ROLE_CODE\\\", SUM(CAST(\\\"ROLE_TITLE\\\" AS REAL)) AS group_value\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_CODE\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ROLE_CODE\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the required template with group_col bound to ROLE_CODE and measure_col bound to ROLE_TITLE. Used CAST(... AS REAL) because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14354,"cached_input_tokens":12032,"output_tokens":411,"reasoning_output_tokens":247}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd19500eb49585af702fe3e735d50fd92b953831 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"ROLE_CODE\", SUM(CAST(\"ROLE_TITLE\" AS REAL)) AS group_value\n FROM \"c9\"\n GROUP BY \"ROLE_CODE\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ROLE_CODE\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the required template with group_col bound to ROLE_CODE and measure_col bound to ROLE_TITLE. Used CAST(... AS REAL) because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a8628527819a2271/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2163b3054096e11ad1cdb405a62060e9b76639bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7548, "bytes_utf8": 7548, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 760, "bytes_utf8": 760, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14343, "cached_input_tokens": 13696, "output_tokens": 1350, "reasoning_output_tokens": 1130}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1fde75aaf08288be8db894c7c4d2a66f3cdc83ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_af28a8c0c1a92bcf", + "api_calls": 0, + "input_tokens": 14343, + "cached_input_tokens": 13696, + "output_tokens": 1350, + "total_tokens": 15693, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23804.4, + "sql_execution_elapsed_ms_total": 22.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8dacb203efc070d6f8d3336a280742316ca0662b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:29.847712+00:00", + "ended_at": "2026-05-19T15:39:53.652145+00:00", + "elapsed_ms": 23804.4, + "prompt_metrics": { + "chars": 7548, + "bytes_utf8": 7548, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1184, + "bytes_utf8": 1184, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 760, + "bytes_utf8": 760, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14343, + "cached_input_tokens": 13696, + "output_tokens": 1350, + "reasoning_output_tokens": 1130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f899a6ea5f7bec731fe280f73d041f8b81b66d0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ROLE_TITLE, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_TITLE", + "measure_col": "ROLE_ROLLUP_1", + "item_col": "ROLE_CODE", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..870fed546ccfcf7932fd25745bf2cf71d75bd1ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-63c9-7433-8afc-877a6f051ec5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"ROLE_TITLE\\\",\\n \\\"ROLE_CODE\\\",\\n SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_TITLE\\\", \\\"ROLE_CODE\\\"\\n)\\nSELECT\\n \\\"ROLE_TITLE\\\",\\n \\\"ROLE_CODE\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"ROLE_TITLE\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\",\"notes\":\"Used the planned template with group_col=\\\"ROLE_TITLE\\\", item_col=\\\"ROLE_CODE\\\", and measure_col=\\\"ROLE_ROLLUP_1\\\". Cast the measure to REAL because the schema stores numeric-like fields as TEXT, and applied LIMIT 14 from the provided top_k binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14343,"cached_input_tokens":13696,"output_tokens":1350,"reasoning_output_tokens":1130}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..656caaec6ec6a96236c1a79e7ddfa81fddfeaac9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"grouped\" AS (\n SELECT\n \"ROLE_TITLE\",\n \"ROLE_CODE\",\n SUM(CAST(\"ROLE_ROLLUP_1\" AS REAL)) AS \"total_measure\"\n FROM \"c9\"\n GROUP BY \"ROLE_TITLE\", \"ROLE_CODE\"\n)\nSELECT\n \"ROLE_TITLE\",\n \"ROLE_CODE\",\n \"total_measure\",\n \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"ROLE_TITLE\") AS \"share_within_group\"\nFROM \"grouped\"\nORDER BY \"share_within_group\" DESC\nLIMIT 14;","notes":"Used the planned template with group_col=\"ROLE_TITLE\", item_col=\"ROLE_CODE\", and measure_col=\"ROLE_ROLLUP_1\". Cast the measure to REAL because the schema stores numeric-like fields as TEXT, and applied LIMIT 14 from the provided top_k binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_af28a8c0c1a92bcf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31b6e80354f90cb643034c83a2f501075f9d1c70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7690, "bytes_utf8": 7690, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 898, "bytes_utf8": 898, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14360, "cached_input_tokens": 12032, "output_tokens": 791, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f94fc67117cce06137233ae5372be1d8dae554bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_b2fa29c8c43f3b90", + "api_calls": 0, + "input_tokens": 14360, + "cached_input_tokens": 12032, + "output_tokens": 791, + "total_tokens": 15151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13615.71, + "sql_execution_elapsed_ms_total": 27.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b3bdbdaa08393535d04021c7bd1b86fc05c6ecb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:18.711051+00:00", + "ended_at": "2026-05-19T15:51:32.326791+00:00", + "elapsed_ms": 13615.71, + "prompt_metrics": { + "chars": 7690, + "bytes_utf8": 7690, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1342, + "bytes_utf8": 1342, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 898, + "bytes_utf8": 898, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14360, + "cached_input_tokens": 12032, + "output_tokens": 791, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0df8769f381a1509938fd57b8647223cdddb054f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=RESOURCE.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "RESOURCE", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 43174.88, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9b26cfdfa740aa1bb8b1cc57d9cf5a530c9a089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-34e1-76f2-822b-d733c88820c6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_2\\\" IS NOT NULL\\n AND \\\"ROLE_ROLLUP_2\\\" <> ''\\n AND \\\"RESOURCE\\\" IS NOT NULL\\n AND \\\"RESOURCE\\\" <> ''\\n GROUP BY \\\"ROLE_ROLLUP_2\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT\\n g.\\\"ROLE_ROLLUP_2\\\",\\n g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the requested relative-to-total threshold template with group_col=\\\"ROLE_ROLLUP_2\\\" and measure_col=\\\"RESOURCE\\\". Cast \\\"RESOURCE\\\" to REAL because the SQLite schema stores it as TEXT, and filtered out NULL/empty values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14360,"cached_input_tokens":12032,"output_tokens":791,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cd13349b54ba5ba35db99ad8d1b3df6e8e2d83c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"ROLE_ROLLUP_2\",\n SUM(CAST(\"RESOURCE\" AS REAL)) AS \"group_value\"\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_2\" IS NOT NULL\n AND \"ROLE_ROLLUP_2\" <> ''\n AND \"RESOURCE\" IS NOT NULL\n AND \"RESOURCE\" <> ''\n GROUP BY \"ROLE_ROLLUP_2\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT\n g.\"ROLE_ROLLUP_2\",\n g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Applied the requested relative-to-total threshold template with group_col=\"ROLE_ROLLUP_2\" and measure_col=\"RESOURCE\". Cast \"RESOURCE\" to REAL because the SQLite schema stores it as TEXT, and filtered out NULL/empty values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b2fa29c8c43f3b90/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10a3dfb93e894d7dc1c0f59f8b8471b187d17307 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7550, "bytes_utf8": 7550, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 621, "bytes_utf8": 621, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14349, "cached_input_tokens": 13696, "output_tokens": 786, "reasoning_output_tokens": 588}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8582d4f747674ef530fb0c6333eaafe8169994e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_b792394f12160e70", + "api_calls": 0, + "input_tokens": 14349, + "cached_input_tokens": 13696, + "output_tokens": 786, + "total_tokens": 15135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17907.26, + "sql_execution_elapsed_ms_total": 82.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2ada0837a70c90aed80ff2307ab4e95a08e448e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:23.906956+00:00", + "ended_at": "2026-05-19T15:35:41.814246+00:00", + "elapsed_ms": 17907.26, + "prompt_metrics": { + "chars": 7550, + "bytes_utf8": 7550, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1003, + "bytes_utf8": 1003, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 621, + "bytes_utf8": 621, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14349, + "cached_input_tokens": 13696, + "output_tokens": 786, + "reasoning_output_tokens": 588 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a85fbebc0079ccc0953e66d75db07300c2b09ff9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_ROLLUP_1", + "item_col": "RESOURCE", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29da87fd9e977342ab6f7a0301527f35532b9e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-a2f7-7631-8335-8a56e65038c6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n \\\"RESOURCE\\\",\\n SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_ROLLUP_2\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\", \\\"RESOURCE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"ROLE_ROLLUP_2\\\", item_col=\\\"RESOURCE\\\", and measure_col=\\\"ROLE_ROLLUP_1\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14349,"cached_input_tokens":13696,"output_tokens":786,"reasoning_output_tokens":588}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e43981310ca84f145c54c5993bde378eaec96145 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_ROLLUP_2\",\n \"RESOURCE\",\n SUM(CAST(\"ROLE_ROLLUP_1\" AS REAL)) AS total_measure,\n SUM(CAST(\"ROLE_ROLLUP_1\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ROLE_ROLLUP_1\" AS REAL))) OVER (PARTITION BY \"ROLE_ROLLUP_2\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\", \"RESOURCE\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"ROLE_ROLLUP_2\", item_col=\"RESOURCE\", and measure_col=\"ROLE_ROLLUP_1\". CAST to REAL is used because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b792394f12160e70/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3815f6bd699bf711a4bc813620b4dbf5bae4d9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7450, "bytes_utf8": 7450, "lines": 220, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14323, "cached_input_tokens": 12032, "output_tokens": 367, "reasoning_output_tokens": 229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9fcd46341124525cbc7777cf1238770fa586354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_b9e4b56571ca10db", + "api_calls": 0, + "input_tokens": 14323, + "cached_input_tokens": 12032, + "output_tokens": 367, + "total_tokens": 14690, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20392.09, + "sql_execution_elapsed_ms_total": 43.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a84550183614f9e8f9584a2871adbedac087099c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:46.593570+00:00", + "ended_at": "2026-05-19T15:43:06.985691+00:00", + "elapsed_ms": 20392.09, + "prompt_metrics": { + "chars": 7450, + "bytes_utf8": 7450, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1482, + "bytes_utf8": 1482, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 461, + "bytes_utf8": 461, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14323, + "cached_input_tokens": 12032, + "output_tokens": 367, + "reasoning_output_tokens": 229 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..accaba25b499f610049615258204d47baa5725b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_1, group_col_2=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "group_col_2": "ROLE_ROLLUP_2", + "predicate_col": "ACTION", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e714890f56d2f582e8026472b9a210a28220caf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e7-645e-7d01-b031-956eb27dcd1f"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14958. Please try again in 448ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997961, Requested 14958. Please try again in 387ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_ROLLUP_2\\\", COUNT(*) AS row_count\\nFROM \\\"c9\\\"\\nWHERE \\\"ACTION\\\" = '1'\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_ROLLUP_2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with ROLE_ROLLUP_1 and ROLE_ROLLUP_2 as grouping columns and ACTION = '1' as the fixed predicate. Kept the SQL aligned to the supplied runtime skeleton.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14323,"cached_input_tokens":12032,"output_tokens":367,"reasoning_output_tokens":229}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2f8dfcf44907a44474d3d8b1bfd6692ec3f8cdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"ROLE_ROLLUP_1\", \"ROLE_ROLLUP_2\", COUNT(*) AS row_count\nFROM \"c9\"\nWHERE \"ACTION\" = '1'\nGROUP BY \"ROLE_ROLLUP_1\", \"ROLE_ROLLUP_2\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with ROLE_ROLLUP_1 and ROLE_ROLLUP_2 as grouping columns and ACTION = '1' as the fixed predicate. Kept the SQL aligned to the supplied runtime skeleton."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_b9e4b56571ca10db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fca39fd85e5e1450f61d3c81cc963d9ad864ef5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:32.338952+00:00", + "ended_at": "2026-05-19T16:04:35.815942+00:00", + "elapsed_ms": 3476.97, + "returncode": 1, + "prompt_metrics": { + "chars": 7390, + "bytes_utf8": 7390, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d806f6112e14ae9184a163d3aab55ddda9a08ab2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:36.817409+00:00", + "ended_at": "2026-05-19T16:04:39.787673+00:00", + "elapsed_ms": 2970.23, + "returncode": 1, + "prompt_metrics": { + "chars": 7390, + "bytes_utf8": 7390, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42438e569e6534d9f9e817d0623e49bd02139d3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ACTION, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ACTION", + "condition_col": "ROLE_FAMILY", + "condition_value": "290919", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42438e569e6534d9f9e817d0623e49bd02139d3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ACTION, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ACTION", + "condition_col": "ROLE_FAMILY", + "condition_value": "290919", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dab545b91ae9c5bc8c4e4887dbb2018cb26a63e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-5103-7962-8386-5ef082d74516"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..daec5e676d47bcf96b856019f67f5c4b7038c34e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-5103-7962-8386-5ef082d74516"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce94225afcf8873fb1dd8758f52b9c489979bf96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6243-7511-af3d-9c05adc1d772"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10578fae8f656e770101b8eb2b12f944ffc4f329 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6243-7511-af3d-9c05adc1d772"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bcd1d1e38194ed27/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f742784b512cbb305f2b78c2ca229d1d77106eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7953, "bytes_utf8": 7953, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 758, "bytes_utf8": 758, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14430, "cached_input_tokens": 13696, "output_tokens": 621, "reasoning_output_tokens": 422}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0fae1cbd5d817734d3e4d774a5ce81250d961741 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_bdfbda15539f0492", + "api_calls": 0, + "input_tokens": 14430, + "cached_input_tokens": 13696, + "output_tokens": 621, + "total_tokens": 15051, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20938.28, + "sql_execution_elapsed_ms_total": 41.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..551e0cdaaf7b660a68c27d34f659036809b1f8b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:05.072412+00:00", + "ended_at": "2026-05-19T15:41:26.010728+00:00", + "elapsed_ms": 20938.28, + "prompt_metrics": { + "chars": 7953, + "bytes_utf8": 7953, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1792, + "bytes_utf8": 1792, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14430, + "cached_input_tokens": 13696, + "output_tokens": 621, + "reasoning_output_tokens": 422 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e87c91b1fdd7b3f67bdafacdf72a8c733cc93ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ROLE_TITLE, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ROLE_TITLE", + "condition_col": "ROLE_FAMILY", + "condition_value": "290919", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c43d3edb7d1b92b8e3bdce0a823f1f5bf0ae721 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e5-d7ca-7112-8d1a-1a699c8c85c8"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1991617, Requested 15065. Please try again in 200ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988036, Requested 15065. Please try again in 93ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"ROLE_TITLE\\\",\\n SUM(CASE WHEN \\\"ROLE_FAMILY\\\" = '290919' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ROLE_FAMILY\\\" = '118424' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_TITLE\\\"\\n)\\nSELECT \\\"ROLE_TITLE\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Instantiated the provided grouped ratio template with group_col=\\\"ROLE_TITLE\\\", condition_col=\\\"ROLE_FAMILY\\\", positive_value='290919', and negative_value='118424'. Identifiers are double-quoted and the zero-denominator case is handled with NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14430,"cached_input_tokens":13696,"output_tokens":621,"reasoning_output_tokens":422}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffa58c87654ce6f45abbb1db41544ff1762525e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"ROLE_TITLE\",\n SUM(CASE WHEN \"ROLE_FAMILY\" = '290919' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"ROLE_FAMILY\" = '118424' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c9\"\n GROUP BY \"ROLE_TITLE\"\n)\nSELECT \"ROLE_TITLE\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Instantiated the provided grouped ratio template with group_col=\"ROLE_TITLE\", condition_col=\"ROLE_FAMILY\", positive_value='290919', and negative_value='118424'. Identifiers are double-quoted and the zero-denominator case is handled with NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bdfbda15539f0492/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fda19893f3588bfe344c94f9d710a4cc06498264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7295, "bytes_utf8": 7295, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14269, "cached_input_tokens": 12032, "output_tokens": 679, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06427236add720f7009373ccfe9f0c705d33f6ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_bf19f61baa308286", + "api_calls": 0, + "input_tokens": 14269, + "cached_input_tokens": 12032, + "output_tokens": 679, + "total_tokens": 14948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17743.43, + "sql_execution_elapsed_ms_total": 44.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3a7dda46d6e8c95d98ef067ab9858bb9b4d85ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:28.997237+00:00", + "ended_at": "2026-05-19T15:45:46.740694+00:00", + "elapsed_ms": 17743.43, + "prompt_metrics": { + "chars": 7295, + "bytes_utf8": 7295, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 959, + "bytes_utf8": 959, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 582, + "bytes_utf8": 582, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14269, + "cached_input_tokens": 12032, + "output_tokens": 679, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35e1a6bf0bfbed5c97617be2b0cef47054c622d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_CODE.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "ROLE_CODE", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef59ccdd3f08df71bebf9c5826bb268992d86501 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-dec6-7c72-8d7f-f72d277afe90"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"ROLE_CODE\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ROLE_CODE\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_CODE\\\" IS NOT NULL\\n)\\nSELECT \\\"ROLE_CODE\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"ROLE_CODE\\\" AS INTEGER) DESC;\",\"notes\":\"Uses the Quantile Tail Slice template with measure_col bound to ROLE_CODE and num_tiles=10. ROLE_CODE is stored as TEXT in SQLite, so it is cast to INTEGER to rank the highest numeric tail correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14269,"cached_input_tokens":12032,"output_tokens":679,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee3d2510f933ab969bf932079f251b9191f66825 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"ROLE_CODE\",\n NTILE(10) OVER (ORDER BY CAST(\"ROLE_CODE\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"c9\"\n WHERE \"ROLE_CODE\" IS NOT NULL\n)\nSELECT \"ROLE_CODE\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"ROLE_CODE\" AS INTEGER) DESC;","notes":"Uses the Quantile Tail Slice template with measure_col bound to ROLE_CODE and num_tiles=10. ROLE_CODE is stored as TEXT in SQLite, so it is cast to INTEGER to rank the highest numeric tail correctly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_bf19f61baa308286/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a82245ee02ac47541f36bbe208afea012370ec2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:57.615252+00:00", + "ended_at": "2026-05-19T16:05:00.381466+00:00", + "elapsed_ms": 2766.19, + "returncode": 1, + "prompt_metrics": { + "chars": 7372, + "bytes_utf8": 7372, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bec62c4f9322b44ec424fd7f2d5769046d7ad5a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ROLE_ROLLUP_1, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "condition_col": "ACTION", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46eb240f7d1de63518089f33e180d70a7f6ec868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-b39d-7fe0-a07c-28aa96028474"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dedee0cd8fa9d83602d87423c49a0273f77d188 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-c257-7d33-97aa-c56b34532917"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c0053245697cf62b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ca27db25159ae24ea16ff36864a25a56940eeea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7120, "bytes_utf8": 7120, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14212, "cached_input_tokens": 4480, "output_tokens": 352, "reasoning_output_tokens": 254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..60847171ba3dbc5208010465a9884b329b855e16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_c11457ebb8eb62cb", + "api_calls": 0, + "input_tokens": 14212, + "cached_input_tokens": 4480, + "output_tokens": 352, + "total_tokens": 14564, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9716.59, + "sql_execution_elapsed_ms_total": 29.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d06df2cd2aa4cb0fbdd99709a99df46778f0fce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:27.056731+00:00", + "ended_at": "2026-05-19T15:28:36.773357+00:00", + "elapsed_ms": 9716.59, + "prompt_metrics": { + "chars": 7120, + "bytes_utf8": 7120, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14212, + "cached_input_tokens": 4480, + "output_tokens": 352, + "reasoning_output_tokens": 254 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87520ca1b9e060c4a014265c31cdf24bdb28f2f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ACTION, measure_col=RESOURCE.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ACTION", + "measure_col": "RESOURCE", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 43174.88, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cc10c4ed259a991fa38c366463169eebebce785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-46ae-78d2-beb0-e9765f527e42"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ACTION\\\", SUM(CAST(\\\"RESOURCE\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied tpl_h2o_group_sum with group_col=\\\"ACTION\\\" and measure_col=\\\"RESOURCE\\\". CAST(\\\"RESOURCE\\\" AS NUMERIC) is used because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14212,"cached_input_tokens":4480,"output_tokens":352,"reasoning_output_tokens":254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8403ea83d76da574348177e045be938158818483 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ACTION\", SUM(CAST(\"RESOURCE\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ACTION\"\nORDER BY total_measure DESC;","notes":"Applied tpl_h2o_group_sum with group_col=\"ACTION\" and measure_col=\"RESOURCE\". CAST(\"RESOURCE\" AS NUMERIC) is used because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c11457ebb8eb62cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00ff97bef4bffb6ea17d29e3d9ffd8df7f3746f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7553, "bytes_utf8": 7553, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 670, "bytes_utf8": 670, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14350, "cached_input_tokens": 12032, "output_tokens": 1181, "reasoning_output_tokens": 968}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..357ee082434972aa2c44c041ccd4fb0eb2351a11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_c145323b9b2ef512", + "api_calls": 0, + "input_tokens": 14350, + "cached_input_tokens": 12032, + "output_tokens": 1181, + "total_tokens": 15531, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23015.51, + "sql_execution_elapsed_ms_total": 76.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c13778eefbb75e65c2311e6d3ed466a03fd1f75b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:00.809704+00:00", + "ended_at": "2026-05-19T15:35:23.825234+00:00", + "elapsed_ms": 23015.51, + "prompt_metrics": { + "chars": 7553, + "bytes_utf8": 7553, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1043, + "bytes_utf8": 1043, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 670, + "bytes_utf8": 670, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14350, + "cached_input_tokens": 12032, + "output_tokens": 1181, + "reasoning_output_tokens": 968 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9db8edd48e825354abb974c87352782433298c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_ROLLUP_1", + "item_col": "RESOURCE", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20aec13ce1630077240e6ceabb8a27d820e5d934 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-48f6-7012-879d-058fa9be6c69"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n \\\"RESOURCE\\\",\\n SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_ROLLUP_2\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\", \\\"RESOURCE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 11;\",\"notes\":\"Instantiated the Within-Group Share of Total template with group_col=ROLE_ROLLUP_2, item_col=RESOURCE, and measure_col=ROLE_ROLLUP_1. CAST is used because the schema stores these fields as TEXT, and LIMIT 11 applies the provided top_k binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14350,"cached_input_tokens":12032,"output_tokens":1181,"reasoning_output_tokens":968}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aeec36866c5b6ecdcd17fa2eae4567d6794e133d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_ROLLUP_2\",\n \"RESOURCE\",\n SUM(CAST(\"ROLE_ROLLUP_1\" AS REAL)) AS total_measure,\n SUM(CAST(\"ROLE_ROLLUP_1\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"ROLE_ROLLUP_1\" AS REAL))) OVER (PARTITION BY \"ROLE_ROLLUP_2\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\", \"RESOURCE\"\nORDER BY share_within_group DESC\nLIMIT 11;","notes":"Instantiated the Within-Group Share of Total template with group_col=ROLE_ROLLUP_2, item_col=RESOURCE, and measure_col=ROLE_ROLLUP_1. CAST is used because the schema stores these fields as TEXT, and LIMIT 11 applies the provided top_k binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c145323b9b2ef512/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52f4827626ee6d091a698a20654983fdea4f713f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7697, "bytes_utf8": 7697, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 717, "bytes_utf8": 717, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14368, "cached_input_tokens": 12032, "output_tokens": 708, "reasoning_output_tokens": 490}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22c26905cfc2bdcaed371ac25faa8a8670138485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_c2d4d8a3275189f4", + "api_calls": 0, + "input_tokens": 14368, + "cached_input_tokens": 12032, + "output_tokens": 708, + "total_tokens": 15076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12467.47, + "sql_execution_elapsed_ms_total": 18.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24d14c498fb3f9af54bc7cd76926058aad20079a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:04.282471+00:00", + "ended_at": "2026-05-19T15:48:16.749971+00:00", + "elapsed_ms": 12467.47, + "prompt_metrics": { + "chars": 7697, + "bytes_utf8": 7697, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1132, + "bytes_utf8": 1132, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 717, + "bytes_utf8": 717, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14368, + "cached_input_tokens": 12032, + "output_tokens": 708, + "reasoning_output_tokens": 490 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b985ceb53ef93ef99b5fb5d5439e2eaee6c2c3c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_ROLLUP_1", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7da30c7b2e7cf7fd4b72d5160dd4133d95d367c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-3dca-7ee3-98b0-b6f5f318f8a2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"ROLE_ROLLUP_2\\\", SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_ROLLUP_2\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"ROLE_ROLLUP_2\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"ROLE_ROLLUP_2\\\" and measure_col=\\\"ROLE_ROLLUP_1\\\". CAST to REAL is included because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14368,"cached_input_tokens":12032,"output_tokens":708,"reasoning_output_tokens":490}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c93e3e4a18e05846fcb2e4aac9678f0c93fe53c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"ROLE_ROLLUP_2\", SUM(CAST(\"ROLE_ROLLUP_1\" AS REAL)) AS \"group_value\"\n FROM \"c9\"\n GROUP BY \"ROLE_ROLLUP_2\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"ROLE_ROLLUP_2\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Used the provided Relative-to-Total Extreme Threshold template with group_col=\"ROLE_ROLLUP_2\" and measure_col=\"ROLE_ROLLUP_1\". CAST to REAL is included because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d4d8a3275189f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ccd1adb4bd23b1a0fdde094ddacbbfc2376f058e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:05.903776+00:00", + "ended_at": "2026-05-19T16:08:09.372645+00:00", + "elapsed_ms": 3468.85, + "returncode": 1, + "prompt_metrics": { + "chars": 7108, + "bytes_utf8": 7108, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1274f1747d5d33bd19e78eb107b3e9a34699e3ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:10.374671+00:00", + "ended_at": "2026-05-19T16:08:13.775479+00:00", + "elapsed_ms": 3400.75, + "returncode": 1, + "prompt_metrics": { + "chars": 7108, + "bytes_utf8": 7108, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2096f70605ff6fb11d45341ff71005a497e2eeb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ACTION.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ACTION", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2096f70605ff6fb11d45341ff71005a497e2eeb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ACTION.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ACTION", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ff1ea6f9b190c3019f515de91e4302db67772d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9326-77d2-92d0-1b82676f42c0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..973d4252edf767c3588a9f8cf1b92f431ab98871 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9326-77d2-92d0-1b82676f42c0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..249566a753e38228548e617b496196994c4657cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-a481-7fb2-ba85-cff8c14602b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fbf167f333bb57763c52b8179f6140d811603fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-a481-7fb2-ba85-cff8c14602b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a044f9aeff1eb19c26568cac7bf59274e69b6a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:29.088942+00:00", + "ended_at": "2026-05-19T16:06:32.180913+00:00", + "elapsed_ms": 3091.95, + "returncode": 1, + "prompt_metrics": { + "chars": 7109, + "bytes_utf8": 7109, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff6a1ed185c8793cb0feda8dd3467098fb7ef7a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:33.182524+00:00", + "ended_at": "2026-05-19T16:06:36.183432+00:00", + "elapsed_ms": 3000.88, + "returncode": 1, + "prompt_metrics": { + "chars": 7109, + "bytes_utf8": 7109, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bedc3e35e69dad6e567173a5734aaf0175524b84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ACTION.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ACTION", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bedc3e35e69dad6e567173a5734aaf0175524b84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ACTION.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ACTION", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 74189.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..171ebc8bfbe935949c2cbba4c52f8695d4d198c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-18e6-7db1-a7cd-df360c8909ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a108b20f6e4d7736b6c6118723aeee8c040edb88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-18e6-7db1-a7cd-df360c8909ce"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d075a6b6165fad975356f6b3d37f9daf112e917 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-28f5-7c40-a749-a403652195cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..041df03a214384f30921e4a929c9862b14164efc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-28f5-7c40-a749-a403652195cf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c4fabce345813749/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e83b6aa6d60379d3f4e4a2c0e1cdf484f7475b89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7401, "bytes_utf8": 7401, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14290, "cached_input_tokens": 12032, "output_tokens": 473, "reasoning_output_tokens": 354}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b8ac4c09a701307e7f15a71799712b9f128655e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_c613a1b10004af64", + "api_calls": 0, + "input_tokens": 14290, + "cached_input_tokens": 12032, + "output_tokens": 473, + "total_tokens": 14763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10289.89, + "sql_execution_elapsed_ms_total": 17.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f4a2095e63191d11b2d364f608a770ed7445485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:03.286929+00:00", + "ended_at": "2026-05-19T16:03:13.576851+00:00", + "elapsed_ms": 10289.89, + "prompt_metrics": { + "chars": 7401, + "bytes_utf8": 7401, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 757, + "bytes_utf8": 757, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14290, + "cached_input_tokens": 12032, + "output_tokens": 473, + "reasoning_output_tokens": 354 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7fe721d35c5e15a980ee39c5580d7783b4f270a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_ROLLUP_2, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "condition_col": "ROLE_FAMILY", + "condition_value": "118424", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14dcc5c432132555fb0f9dd8265bec07e8dd44ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-f503-70c1-ab3e-4556c2b7afda"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ROLE_ROLLUP_2\\\",\\n AVG(CASE WHEN \\\"ROLE_FAMILY\\\" = '118424' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the grouped condition rate template with group_col=\\\"ROLE_ROLLUP_2\\\" and condition_col=\\\"ROLE_FAMILY\\\", using the bound condition_value '118424'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14290,"cached_input_tokens":12032,"output_tokens":473,"reasoning_output_tokens":354}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3a5e58de97d8bd8205427e20def0868ddd431ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ROLE_ROLLUP_2\",\n AVG(CASE WHEN \"ROLE_FAMILY\" = '118424' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\"\nORDER BY condition_rate DESC;","notes":"Applied the grouped condition rate template with group_col=\"ROLE_ROLLUP_2\" and condition_col=\"ROLE_FAMILY\", using the bound condition_value '118424'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c613a1b10004af64/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..049995e0e33064c2337e325f8578a0a646d73c42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:44.816215+00:00", + "ended_at": "2026-05-19T16:10:47.489308+00:00", + "elapsed_ms": 2673.07, + "returncode": 1, + "prompt_metrics": { + "chars": 7228, + "bytes_utf8": 7228, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..198627cccbcc8531bbb39a76bd02cfb24b991d38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:48.490749+00:00", + "ended_at": "2026-05-19T16:10:51.553083+00:00", + "elapsed_ms": 3062.31, + "returncode": 1, + "prompt_metrics": { + "chars": 7228, + "bytes_utf8": 7228, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1230040f12de62390f81abcc766314b411575e52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_DEPTNAME", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119993.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1230040f12de62390f81abcc766314b411575e52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_DEPTNAME", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 119993.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6d3df7195bb4b2680a590e092d538b4e51b9824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-ffd6-74e0-ac9d-8c7a63b1aa14"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bc12b0c79ad96c251d11496d41d21431bb23503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-ffd6-74e0-ac9d-8c7a63b1aa14"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6afcadb39a4b408a82376121b9774a213155df34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0e20-79d3-b7b9-868d142d9d87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..71b58fa8588832d18cca7a38c50a2c7566f28c6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0e20-79d3-b7b9-868d142d9d87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c696c28e02f271ad/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af6ee7c4b6a97c1e15bb7b1274bba6505a9731d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7536, "bytes_utf8": 7536, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 680, "bytes_utf8": 680, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14340, "cached_input_tokens": 12032, "output_tokens": 963, "reasoning_output_tokens": 763}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85647fc368e10d44e5f06fa8b553732f7225fe21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_c6d773c3a0a61e07", + "api_calls": 0, + "input_tokens": 14340, + "cached_input_tokens": 12032, + "output_tokens": 963, + "total_tokens": 15303, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19169.03, + "sql_execution_elapsed_ms_total": 31.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ce6c48d72f00e9d2097fe47be083ab246ce8218 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:52.036350+00:00", + "ended_at": "2026-05-19T15:39:11.205411+00:00", + "elapsed_ms": 19169.03, + "prompt_metrics": { + "chars": 7536, + "bytes_utf8": 7536, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1066, + "bytes_utf8": 1066, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 680, + "bytes_utf8": 680, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14340, + "cached_input_tokens": 12032, + "output_tokens": 963, + "reasoning_output_tokens": 763 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..335c0a65b6a31fb022a5990a00e90963fb62868a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ROLE_DEPTNAME, measure_col=MGR_ID.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "MGR_ID", + "item_col": "ROLE_FAMILY", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83275bd0ca31554145c0514b0cbbe48923c00ccd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-d00b-7fb2-a7cc-7d154b608196"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_DEPTNAME\\\",\\n \\\"ROLE_FAMILY\\\",\\n SUM(CAST(\\\"MGR_ID\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"MGR_ID\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MGR_ID\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_DEPTNAME\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_DEPTNAME\\\", \\\"ROLE_FAMILY\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the within-group share template with group_col=\\\"ROLE_DEPTNAME\\\", item_col=\\\"ROLE_FAMILY\\\", and measure_col=\\\"MGR_ID\\\". Since all columns are stored as TEXT in SQLite, \\\"MGR_ID\\\" is cast to REAL for aggregation; interpret results cautiously because MGR_ID is identifier-like.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14340,"cached_input_tokens":12032,"output_tokens":963,"reasoning_output_tokens":763}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9448476be758bb5619153b76bad2b583505a8083 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_DEPTNAME\",\n \"ROLE_FAMILY\",\n SUM(CAST(\"MGR_ID\" AS REAL)) AS total_measure,\n SUM(CAST(\"MGR_ID\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MGR_ID\" AS REAL))) OVER (PARTITION BY \"ROLE_DEPTNAME\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_DEPTNAME\", \"ROLE_FAMILY\"\nORDER BY share_within_group DESC;","notes":"Applied the within-group share template with group_col=\"ROLE_DEPTNAME\", item_col=\"ROLE_FAMILY\", and measure_col=\"MGR_ID\". Since all columns are stored as TEXT in SQLite, \"MGR_ID\" is cast to REAL for aggregation; interpret results cautiously because MGR_ID is identifier-like."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c6d773c3a0a61e07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe54ba0d9fd3221032c917aaf41a879eda0598d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7308, "bytes_utf8": 7308, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7308, "bytes_utf8": 7308, "lines": 216, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1609, "bytes_utf8": 1609, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14260, "cached_input_tokens": 12032, "output_tokens": 1573, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59e24ff857c8051b4b9409e30b60d179d5ae2d07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_c8e21ab00a615a98", + "api_calls": 0, + "input_tokens": 14260, + "cached_input_tokens": 12032, + "output_tokens": 1573, + "total_tokens": 15833, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27552.67, + "sql_execution_elapsed_ms_total": 112.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26b44e7937c3cb6c3b583aa5a9e93042042f2d6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:45.092397+00:00", + "ended_at": "2026-05-19T15:57:47.938512+00:00", + "elapsed_ms": 2846.09, + "returncode": 1, + "prompt_metrics": { + "chars": 7308, + "bytes_utf8": 7308, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf1a5641bad33126ea9464f38980824cde7020b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:48.940841+00:00", + "ended_at": "2026-05-19T15:58:13.647470+00:00", + "elapsed_ms": 24706.58, + "prompt_metrics": { + "chars": 7308, + "bytes_utf8": 7308, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2165, + "bytes_utf8": 2165, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1609, + "bytes_utf8": 1609, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14260, + "cached_input_tokens": 12032, + "output_tokens": 1573, + "reasoning_output_tokens": 1034 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84b61ae2ccd65e9ecf8ba4606ad67d93f6cc122d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ACTION, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_ROLLUP_1", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..84b61ae2ccd65e9ecf8ba4606ad67d93f6cc122d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ACTION, measure_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_ROLLUP_1", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86e429f82c67f417e2c376b26dcdcd7c5e478ef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-1a15-7b72-81b1-433e409350d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e1f8007cf639e7fae648c99285d8b4226112ae5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-1a15-7b72-81b1-433e409350d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f4f39c939e6ce3155dc663f62da344eddd4275a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-2908-73b2-a937-7686568bc51e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"ACTION\\\",\\n CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ACTION\\\"\\n ORDER BY CAST(\\\"ROLE_ROLLUP_1\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ACTION\\\") AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ACTION\\\" IS NOT NULL\\n AND \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"ACTION\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (0.95 * (\\\"cnt\\\" - 1))) = CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n THEN CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n ELSE CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n p.\\\"ACTION\\\",\\n CASE\\n WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN lo.\\\"measure_value\\\"\\n ELSE lo.\\\"measure_value\\\" + ((p.\\\"pos\\\" - p.\\\"lower_rn\\\") * (hi.\\\"measure_value\\\" - lo.\\\"measure_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS p\\nJOIN \\\"ordered\\\" AS lo\\n ON lo.\\\"ACTION\\\" = p.\\\"ACTION\\\"\\n AND lo.\\\"rn\\\" = p.\\\"lower_rn\\\"\\nJOIN \\\"ordered\\\" AS hi\\n ON hi.\\\"ACTION\\\" = p.\\\"ACTION\\\"\\n AND hi.\\\"rn\\\" = p.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this repairs the template by emulating the 0.95 continuous percentile for each ACTION group via ordered rows and linear interpolation on ROLE_ROLLUP_1 cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14260,"cached_input_tokens":12032,"output_tokens":1573,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5888781afc4407b6bf34661bd268aa3e56fb02c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"ACTION\",\n CAST(\"ROLE_ROLLUP_1\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ACTION\"\n ORDER BY CAST(\"ROLE_ROLLUP_1\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ACTION\") AS \"cnt\"\n FROM \"c9\"\n WHERE \"ACTION\" IS NOT NULL\n AND \"ROLE_ROLLUP_1\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"ACTION\",\n \"cnt\",\n (1.0 + (0.95 * (\"cnt\" - 1))) AS \"pos\",\n CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (0.95 * (\"cnt\" - 1))) = CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER)\n THEN CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER)\n ELSE CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n)\nSELECT\n p.\"ACTION\",\n CASE\n WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN lo.\"measure_value\"\n ELSE lo.\"measure_value\" + ((p.\"pos\" - p.\"lower_rn\") * (hi.\"measure_value\" - lo.\"measure_value\"))\n END AS \"percentile_measure\"\nFROM \"positions\" AS p\nJOIN \"ordered\" AS lo\n ON lo.\"ACTION\" = p.\"ACTION\"\n AND lo.\"rn\" = p.\"lower_rn\"\nJOIN \"ordered\" AS hi\n ON hi.\"ACTION\" = p.\"ACTION\"\n AND hi.\"rn\" = p.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this repairs the template by emulating the 0.95 continuous percentile for each ACTION group via ordered rows and linear interpolation on ROLE_ROLLUP_1 cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c8e21ab00a615a98/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cb8d369289c6cf40/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cb8d369289c6cf40/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e7701a5219eec52bbd642fcaa9e3cbcc17da495 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cb8d369289c6cf40/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ACTION, condition_col=ROLE_FAMILY.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ACTION", + "condition_col": "ROLE_FAMILY", + "condition_value": "290919", + "positive_value": "290919", + "negative_value": "118424", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 117961.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cb8d369289c6cf40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cb8d369289c6cf40/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..328c58ab999fcf8c77d363749a64e5a12204b5a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cb8d369289c6cf40/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e6-62af-76b3-a763-543c33f70b0c"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15063. Please try again in 451ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"ACTION\\\",\\n SUM(CASE WHEN \\\"ROLE_FAMILY\\\" = '290919' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"ROLE_FAMILY\\\" = '118424' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ACTION\\\"\\n)\\nSELECT \\\"ACTION\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the provided grouped ratio template with group_col=ACTION and condition_col=ROLE_FAMILY, comparing positive_value '290919' against negative_value '118424'. NULLIF prevents division-by-zero for groups with no negative matches.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14428,"cached_input_tokens":12032,"output_tokens":397,"reasoning_output_tokens":207}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cb8d369289c6cf40/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cb8d369289c6cf40/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a588f4fdbdda59bda2f2932e47c53f1186f5962 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14209, "cached_input_tokens": 12032, "output_tokens": 258, "reasoning_output_tokens": 147}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5d6936d3a31b0c34b37ecbcc4986d56bc600c3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_ccf976439e6a2ebf", + "api_calls": 0, + "input_tokens": 14209, + "cached_input_tokens": 12032, + "output_tokens": 258, + "total_tokens": 14467, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7079.22, + "sql_execution_elapsed_ms_total": 4.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..930796d70f83a4c793dcd68e169217f04c3f81f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:14.051854+00:00", + "ended_at": "2026-05-19T16:06:21.131099+00:00", + "elapsed_ms": 7079.22, + "prompt_metrics": { + "chars": 7070, + "bytes_utf8": 7070, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14209, + "cached_input_tokens": 12032, + "output_tokens": 258, + "reasoning_output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e4308e022bec2896644b90625050ecb4fa9b5e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "ROLE_DEPTNAME", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cd4a7fe97821cdb180f212232bd141267aa872c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-de27-7920-9d6e-0ee4acb045e1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"ROLE_DEPTNAME\\\" AS REAL) <= 120535.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c9\\\";\",\"notes\":\"Used the required Threshold Rarity CDF template with measure_col bound to \\\"ROLE_DEPTNAME\\\" and threshold 120535.0. Cast to REAL because the schema snapshot shows this column stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14209,"cached_input_tokens":12032,"output_tokens":258,"reasoning_output_tokens":147}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f075cfa25d16a59b2431db02c19ea1d011389322 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"ROLE_DEPTNAME\" AS REAL) <= 120535.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c9\";","notes":"Used the required Threshold Rarity CDF template with measure_col bound to \"ROLE_DEPTNAME\" and threshold 120535.0. Cast to REAL because the schema snapshot shows this column stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ccf976439e6a2ebf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bab7894211bca2a291a2dfb4c473f57ae9cad109 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:36.293343+00:00", + "ended_at": "2026-05-19T16:08:39.232573+00:00", + "elapsed_ms": 2939.21, + "returncode": 1, + "prompt_metrics": { + "chars": 7215, + "bytes_utf8": 7215, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..097d1eceb2a6068654a7875753331390d52e6ebb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:40.234210+00:00", + "ended_at": "2026-05-19T16:08:43.155304+00:00", + "elapsed_ms": 2921.06, + "returncode": 1, + "prompt_metrics": { + "chars": 7215, + "bytes_utf8": 7215, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a939c8a51ebbe05da51e8a31c59505849b41dfc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ACTION, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_DEPTNAME", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a939c8a51ebbe05da51e8a31c59505849b41dfc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ACTION, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ACTION", + "measure_col": "ROLE_DEPTNAME", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e6dadca3534b80808f41fc585cfbf6a171e6a59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-09be-7d62-a607-2af7be7e0c38"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14ca80d2877356fc5d5f252d3802f8bb2dee1a8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-09be-7d62-a607-2af7be7e0c38"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84da3c847147cdcb29480edb5141f2edc6de1f1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1917-76f2-8748-588453ed8d6d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcab54c9c43d63b810514347c18c1298e6eaa881 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-1917-76f2-8748-588453ed8d6d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_cdeca9e94f281a19/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..660fc92207571f3e8aa4dab9f18662e7998bcdeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7699, "bytes_utf8": 7699, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 669, "bytes_utf8": 669, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14364, "cached_input_tokens": 12032, "output_tokens": 604, "reasoning_output_tokens": 420}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36131b1333819c2d6c0a82497baf93bf99cc9186 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_ce0b205d5a89402e", + "api_calls": 0, + "input_tokens": 14364, + "cached_input_tokens": 12032, + "output_tokens": 604, + "total_tokens": 14968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25068.86, + "sql_execution_elapsed_ms_total": 19.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b3d2836d0f4a23c467746209985d59efa6b020ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:48.593054+00:00", + "ended_at": "2026-05-19T15:49:13.661942+00:00", + "elapsed_ms": 25068.86, + "prompt_metrics": { + "chars": 7699, + "bytes_utf8": 7699, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2035, + "bytes_utf8": 2035, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 669, + "bytes_utf8": 669, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14364, + "cached_input_tokens": 12032, + "output_tokens": 604, + "reasoning_output_tokens": 420 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7ce997dc820a264daa25f20c21c37c36372230 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_ROLLUP_2", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118343.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3716e20e4baa877ac6880f0a7097cf6b99224fb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40ec-ea4e-77d1-b8b2-a78cae4fef44"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1989284, Requested 14999. Please try again in 128ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1990900, Requested 14999. Please try again in 176ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14999. Please try again in 449ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"ROLE_DEPTNAME\\\", SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL)) AS group_value\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_DEPTNAME\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ROLE_DEPTNAME\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"ROLE_DEPTNAME\\\" and measure_col=\\\"ROLE_ROLLUP_2\\\". CAST to REAL is used because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14364,"cached_input_tokens":12032,"output_tokens":604,"reasoning_output_tokens":420}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e06dc3d2f09623b2921909d2292cd0311af4936 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"ROLE_DEPTNAME\", SUM(CAST(\"ROLE_ROLLUP_2\" AS REAL)) AS group_value\n FROM \"c9\"\n GROUP BY \"ROLE_DEPTNAME\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ROLE_DEPTNAME\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"ROLE_DEPTNAME\" and measure_col=\"ROLE_ROLLUP_2\". CAST to REAL is used because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ce0b205d5a89402e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c075cac88b7d7f88492a0eb482077ca9a7c03f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7328, "bytes_utf8": 7328, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2016, "bytes_utf8": 2016, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 13696, "output_tokens": 3532, "reasoning_output_tokens": 2827}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ddcf5c105630d71985ba4c8bdd1d00bd4d45e665 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_d012e2563d070392", + "api_calls": 0, + "input_tokens": 14266, + "cached_input_tokens": 13696, + "output_tokens": 3532, + "total_tokens": 17798, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 47797.33, + "sql_execution_elapsed_ms_total": 102.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f6c02b2cbd12649a3e9ee71cd057f859c53ba002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:45.146515+00:00", + "ended_at": "2026-05-19T15:55:32.943873+00:00", + "elapsed_ms": 47797.33, + "prompt_metrics": { + "chars": 7328, + "bytes_utf8": 7328, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2648, + "bytes_utf8": 2648, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2016, + "bytes_utf8": 2016, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14266, + "cached_input_tokens": 13696, + "output_tokens": 3532, + "reasoning_output_tokens": 2827 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41dfb531f5789f3d3aca920b6a129bb9ceb5a5dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 164523.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df190fb5ba2f82caa9702c74566f2898f4b9bd4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-5b35-79e0-8f0f-3af8a5391b3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n CAST(\\\"ROLE_FAMILY_DESC\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_2\\\"\\n ORDER BY CAST(\\\"ROLE_FAMILY_DESC\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ROLE_ROLLUP_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_2\\\" IS NOT NULL\\n AND \\\"ROLE_FAMILY_DESC\\\" IS NOT NULL\\n),\\n\\\"percentile_positions\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS \\\"pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (((\\\"cnt\\\" - 1) * 0.9) + 1.0) = CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER)\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"aggregated\\\" AS (\\n SELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"lo_measure\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"hi_measure\\\",\\n MAX(\\\"pos\\\") AS \\\"pos\\\",\\n MAX(\\\"lo_rn\\\") AS \\\"lo_rn\\\",\\n MAX(\\\"hi_rn\\\") AS \\\"hi_rn\\\",\\n MAX(\\\"cnt\\\") AS \\\"group_size\\\"\\n FROM \\\"percentile_positions\\\"\\n GROUP BY \\\"ROLE_ROLLUP_2\\\"\\n)\\nSELECT\\n \\\"ROLE_ROLLUP_2\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_measure\\\"\\n ELSE \\\"lo_measure\\\" + (\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_measure\\\" - \\\"lo_measure\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"aggregated\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ROLE_ROLLUP_2\\\"\\nLIMIT 16;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 90th percentile with linear interpolation over ordered rows, casting \\\"ROLE_FAMILY_DESC\\\" from TEXT to REAL. It groups by \\\"ROLE_ROLLUP_2\\\", filters to groups with at least 5 rows, and returns the top 16 ranked groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14266,"cached_input_tokens":13696,"output_tokens":3532,"reasoning_output_tokens":2827}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2f3618842592970e77c643478c86ba4eda49f42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ROLE_ROLLUP_2\",\n CAST(\"ROLE_FAMILY_DESC\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ROLE_ROLLUP_2\"\n ORDER BY CAST(\"ROLE_FAMILY_DESC\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ROLE_ROLLUP_2\"\n ) AS \"cnt\"\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_2\" IS NOT NULL\n AND \"ROLE_FAMILY_DESC\" IS NOT NULL\n),\n\"percentile_positions\" AS (\n SELECT\n \"ROLE_ROLLUP_2\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n ((\"cnt\" - 1) * 0.9) + 1.0 AS \"pos\",\n CAST(((\"cnt\" - 1) * 0.9) + 1.0 AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (((\"cnt\" - 1) * 0.9) + 1.0) = CAST(((\"cnt\" - 1) * 0.9) + 1.0 AS INTEGER)\n THEN CAST(((\"cnt\" - 1) * 0.9) + 1.0 AS INTEGER)\n ELSE CAST(((\"cnt\" - 1) * 0.9) + 1.0 AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n),\n\"aggregated\" AS (\n SELECT\n \"ROLE_ROLLUP_2\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_value\" END) AS \"lo_measure\",\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_value\" END) AS \"hi_measure\",\n MAX(\"pos\") AS \"pos\",\n MAX(\"lo_rn\") AS \"lo_rn\",\n MAX(\"hi_rn\") AS \"hi_rn\",\n MAX(\"cnt\") AS \"group_size\"\n FROM \"percentile_positions\"\n GROUP BY \"ROLE_ROLLUP_2\"\n)\nSELECT\n \"ROLE_ROLLUP_2\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_measure\"\n ELSE \"lo_measure\" + (\"pos\" - \"lo_rn\") * (\"hi_measure\" - \"lo_measure\")\n END AS \"percentile_measure\"\nFROM \"aggregated\"\nWHERE \"group_size\" >= 5\nORDER BY \"percentile_measure\" DESC, \"ROLE_ROLLUP_2\"\nLIMIT 16;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 90th percentile with linear interpolation over ordered rows, casting \"ROLE_FAMILY_DESC\" from TEXT to REAL. It groups by \"ROLE_ROLLUP_2\", filters to groups with at least 5 rows, and returns the top 16 ranked groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d012e2563d070392/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc58cc505cd9851d4c48a6e78f01063398b48cd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7054, "bytes_utf8": 7054, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14206, "cached_input_tokens": 12032, "output_tokens": 351, "reasoning_output_tokens": 238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..08fbed744d7b108b9220ab706d9cc15ba3db696a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_d55501766dc0c519", + "api_calls": 0, + "input_tokens": 14206, + "cached_input_tokens": 12032, + "output_tokens": 351, + "total_tokens": 14557, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10938.33, + "sql_execution_elapsed_ms_total": 7.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94d0c4de970b9b1f5d9605ba8162773c80ebf28e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:47.500965+00:00", + "ended_at": "2026-05-19T16:05:58.439328+00:00", + "elapsed_ms": 10938.33, + "prompt_metrics": { + "chars": 7054, + "bytes_utf8": 7054, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 363, + "bytes_utf8": 363, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14206, + "cached_input_tokens": 12032, + "output_tokens": 351, + "reasoning_output_tokens": 238 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..028c18e752aca4e102d252c6d9383eb383876a4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MGR_ID.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "MGR_ID", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..491470c0132004b60bbe9b2dcf2929b3e552341e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7672-7ba0-92ee-48c2c1c51122"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"MGR_ID\\\" AS REAL) <= 42034.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c9\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"MGR_ID\\\" and threshold 42034.0. Casted \\\"MGR_ID\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14206,"cached_input_tokens":12032,"output_tokens":351,"reasoning_output_tokens":238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7dc544a059ba8b9085f88cdf6b44c1eea4d4ae8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"MGR_ID\" AS REAL) <= 42034.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c9\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"MGR_ID\" and threshold 42034.0. Casted \"MGR_ID\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d55501766dc0c519/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f50d40581f4f851d7658525e4035c97d80d8aa36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7435, "bytes_utf8": 7435, "lines": 220, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 532, "bytes_utf8": 532, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14310, "cached_input_tokens": 12032, "output_tokens": 660, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9ee15ded47a440403fe686b2170c8c88fbca329 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_d61551f915236b5a", + "api_calls": 0, + "input_tokens": 14310, + "cached_input_tokens": 12032, + "output_tokens": 660, + "total_tokens": 14970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22309.34, + "sql_execution_elapsed_ms_total": 9.64, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a859f70a438732972fa0109bfa772b5311c1b4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:24.269877+00:00", + "ended_at": "2026-05-19T15:42:46.579245+00:00", + "elapsed_ms": 22309.34, + "prompt_metrics": { + "chars": 7435, + "bytes_utf8": 7435, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1577, + "bytes_utf8": 1577, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 532, + "bytes_utf8": 532, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14310, + "cached_input_tokens": 12032, + "output_tokens": 660, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faf16242013d313fb483c0fc65864a96ccc7e6bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ACTION, group_col_2=ROLE_CODE.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "ACTION", + "group_col_2": "ROLE_CODE", + "predicate_col": "ROLE_CODE", + "predicate_op": ">=", + "predicate_value": 119348.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c356125e5946539f983d395dd69da5b4cc79537 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e7-0d27-71d3-9060-44691fb44107"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14945. Please try again in 448ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14945. Please try again in 448ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ACTION\\\", \\\"ROLE_CODE\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nWHERE CAST(\\\"ROLE_CODE\\\" AS REAL) >= 119348.0\\nGROUP BY \\\"ACTION\\\", \\\"ROLE_CODE\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the filtered two-dimensional group count template with group_col=\\\"ACTION\\\", group_col_2=\\\"ROLE_CODE\\\", and predicate on \\\"ROLE_CODE\\\" >= 119348.0. Used CAST(\\\"ROLE_CODE\\\" AS REAL) because the SQLite schema stores this field as TEXT while the bound threshold is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14310,"cached_input_tokens":12032,"output_tokens":660,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a22087160c37d191d05dcf84a174aabe83b91d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"ACTION\", \"ROLE_CODE\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nWHERE CAST(\"ROLE_CODE\" AS REAL) >= 119348.0\nGROUP BY \"ACTION\", \"ROLE_CODE\"\nORDER BY \"row_count\" DESC;","notes":"Applied the filtered two-dimensional group count template with group_col=\"ACTION\", group_col_2=\"ROLE_CODE\", and predicate on \"ROLE_CODE\" >= 119348.0. Used CAST(\"ROLE_CODE\" AS REAL) because the SQLite schema stores this field as TEXT while the bound threshold is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d61551f915236b5a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c80a147bb0330af0182a7def4e457056ede9ffb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:35.873432+00:00", + "ended_at": "2026-05-19T16:10:40.249038+00:00", + "elapsed_ms": 4375.58, + "returncode": 1, + "prompt_metrics": { + "chars": 7229, + "bytes_utf8": 7229, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..27433dd3988eabc8c9c33194412a4a6adbfb4869 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:41.251718+00:00", + "ended_at": "2026-05-19T16:10:44.813184+00:00", + "elapsed_ms": 3561.42, + "returncode": 1, + "prompt_metrics": { + "chars": 7229, + "bytes_utf8": 7229, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50b2dff47ba0a0b69bd8281acc772bde76d61302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_DEPTNAME", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..50b2dff47ba0a0b69bd8281acc772bde76d61302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_DEPTNAME", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a86a87685a0c738d6dc71298d9ed2a20a52285c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-dcfc-7312-bcfd-4a1989454ff3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d383c576ad5c512ce20dd1afb772ca72b2059898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-dcfc-7312-bcfd-4a1989454ff3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff8d1211094a08d0627788faeb05167c1288e6b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f1db-7042-9fec-c64b7bd1a8e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..06b92610ec0b8855be0085022d8bfadf5eb59e80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f1db-7042-9fec-c64b7bd1a8e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_d898607d2fffbe13/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e0f3ccebc0a304a02f82776d6e5bcf33185c7cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:20.660110+00:00", + "ended_at": "2026-05-19T16:08:23.949248+00:00", + "elapsed_ms": 3289.11, + "returncode": 1, + "prompt_metrics": { + "chars": 7122, + "bytes_utf8": 7122, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37124ce4ec0606eaa03d7371ff85befd1cede4e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:24.950769+00:00", + "ended_at": "2026-05-19T16:08:28.189790+00:00", + "elapsed_ms": 3238.99, + "returncode": 1, + "prompt_metrics": { + "chars": 7122, + "bytes_utf8": 7122, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62cf8d62fd810e2a14e3daffc182d141b847d5e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..62cf8d62fd810e2a14e3daffc182d141b847d5e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bcd7749d78d5e3dc3137d90adcc6602e64e1e2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ccb2-7ac0-bcfb-b9d54b26857f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bbacb0f6f7f7564e2bee447576393d45a97af05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ccb2-7ac0-bcfb-b9d54b26857f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1f8e69e70fcdfc12d20500f8a000fdce7493a71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-dd77-75a2-ac7d-927459548d9e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d851dababe25bda50f8ccc356925e5eaeca034b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-dd77-75a2-ac7d-927459548d9e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbb380f19e9b08c9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f164dd3d5affe6de2bac9ce502d52fe0740453b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7297, "bytes_utf8": 7297, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14269, "cached_input_tokens": 13696, "output_tokens": 549, "reasoning_output_tokens": 410}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6c73ddc43ea4d2861956e97848bd2709550c244e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_dbc440328a2655bb", + "api_calls": 0, + "input_tokens": 14269, + "cached_input_tokens": 13696, + "output_tokens": 549, + "total_tokens": 14818, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15087.7, + "sql_execution_elapsed_ms_total": 50.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b4c5a984457fc284804a7e9ba78583e630f99b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:01.729160+00:00", + "ended_at": "2026-05-19T15:45:16.816893+00:00", + "elapsed_ms": 15087.7, + "prompt_metrics": { + "chars": 7297, + "bytes_utf8": 7297, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 888, + "bytes_utf8": 888, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 533, + "bytes_utf8": 533, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14269, + "cached_input_tokens": 13696, + "output_tokens": 549, + "reasoning_output_tokens": 410 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76768f00a76bfe20071c1fbcadc12980d6fb28f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "ROLE_TITLE", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4689a744ec54e36ba26a4781aa9057a55cb4e6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-7431-7562-8cde-84dd4249d7f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"ROLE_TITLE\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ROLE_TITLE\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"c9\\\"\\n)\\nSELECT \\\"ROLE_TITLE\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"ROLE_TITLE\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to ROLE_TITLE and num_tiles=10. CAST to INTEGER is used because the schema stores ROLE_TITLE as TEXT while the field is semantically numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14269,"cached_input_tokens":13696,"output_tokens":549,"reasoning_output_tokens":410}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25e5b5eb7b043e04648dbd14d1bfa24b90130661 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"ROLE_TITLE\",\n NTILE(10) OVER (ORDER BY CAST(\"ROLE_TITLE\" AS INTEGER) DESC) AS tail_bucket\n FROM \"c9\"\n)\nSELECT \"ROLE_TITLE\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"ROLE_TITLE\" AS INTEGER) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to ROLE_TITLE and num_tiles=10. CAST to INTEGER is used because the schema stores ROLE_TITLE as TEXT while the field is semantically numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f77c24e2a076b07dacd6475975003ed152d000ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:23.037010+00:00", + "ended_at": "2026-05-19T16:05:26.062274+00:00", + "elapsed_ms": 3025.24, + "returncode": 1, + "prompt_metrics": { + "chars": 7076, + "bytes_utf8": 7076, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d40bf623866d202ed78bddb127dac9ac743b0321 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:27.064455+00:00", + "ended_at": "2026-05-19T16:05:30.553706+00:00", + "elapsed_ms": 3489.2, + "returncode": 1, + "prompt_metrics": { + "chars": 7076, + "bytes_utf8": 7076, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dea5854de5a7300d5616333c9e6ce3e35a8cefc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dea5854de5a7300d5616333c9e6ce3e35a8cefc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 235280.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ef494fd427ffd095d80585e8b90a458355e1aae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-16f3-74d3-83f5-ad8c9ded26f2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a2fb5bbaa752a69ce878b30c1722970493b1eba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-16f3-74d3-83f5-ad8c9ded26f2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80ccfeb29f57941a9422eff27dfd93ed7472c6bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-268e-7c21-b281-04f8f88f43e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd862ab208a0b3eb29c5a477bed3c1923150cf20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-268e-7c21-b281-04f8f88f43e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7772eecd9a52260/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c288f82347925e236f078ab94aa17ec7561524d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7553, "bytes_utf8": 7553, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 911, "bytes_utf8": 911, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14348, "cached_input_tokens": 12032, "output_tokens": 1103, "reasoning_output_tokens": 810}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75171782c167b1688f9a719284d7e0c366e66260 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_e7d50af28dabc3eb", + "api_calls": 0, + "input_tokens": 14348, + "cached_input_tokens": 12032, + "output_tokens": 1103, + "total_tokens": 15451, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22804.35, + "sql_execution_elapsed_ms_total": 36.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..11368828bdb3551bd6620488b3eba7d521f39648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:59.381719+00:00", + "ended_at": "2026-05-19T15:36:22.186096+00:00", + "elapsed_ms": 22804.35, + "prompt_metrics": { + "chars": 7553, + "bytes_utf8": 7553, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1340, + "bytes_utf8": 1340, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 911, + "bytes_utf8": 911, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14348, + "cached_input_tokens": 12032, + "output_tokens": 1103, + "reasoning_output_tokens": 810 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dd0841adf537edfe43fd404d069ee611f6b842c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ROLE_DEPTNAME, measure_col=ROLE_ROLLUP_2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "measure_col": "ROLE_ROLLUP_2", + "item_col": "MGR_ID", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118343.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b56935c1524546782358d6ec5d3b5afabd29c0c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-2d9f-7783-87d8-fbe910cb0690"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"group_item_shares\\\" AS (\\n SELECT\\n \\\"ROLE_DEPTNAME\\\" AS \\\"ROLE_DEPTNAME\\\",\\n \\\"MGR_ID\\\" AS \\\"MGR_ID\\\",\\n SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_DEPTNAME\\\") AS \\\"share_within_group\\\"\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_DEPTNAME\\\", \\\"MGR_ID\\\"\\n)\\nSELECT\\n \\\"ROLE_DEPTNAME\\\",\\n \\\"MGR_ID\\\",\\n \\\"total_measure\\\",\\n \\\"share_within_group\\\"\\nFROM \\\"group_item_shares\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 17;\",\"notes\":\"Uses the planned within-group share template with group_col=ROLE_DEPTNAME, item_col=MGR_ID, and measure_col=ROLE_ROLLUP_2. \\\"ROLE_ROLLUP_2\\\" is stored as TEXT, so it is cast to REAL for aggregation; the result is limited to the top 17 highest within-department shares.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14348,"cached_input_tokens":12032,"output_tokens":1103,"reasoning_output_tokens":810}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b16eba8271e762900c0c59615bb424f68f0c2839 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nWITH \"group_item_shares\" AS (\n SELECT\n \"ROLE_DEPTNAME\" AS \"ROLE_DEPTNAME\",\n \"MGR_ID\" AS \"MGR_ID\",\n SUM(CAST(\"ROLE_ROLLUP_2\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"ROLE_ROLLUP_2\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"ROLE_ROLLUP_2\" AS REAL))) OVER (PARTITION BY \"ROLE_DEPTNAME\") AS \"share_within_group\"\n FROM \"c9\"\n GROUP BY \"ROLE_DEPTNAME\", \"MGR_ID\"\n)\nSELECT\n \"ROLE_DEPTNAME\",\n \"MGR_ID\",\n \"total_measure\",\n \"share_within_group\"\nFROM \"group_item_shares\"\nORDER BY \"share_within_group\" DESC\nLIMIT 17;","notes":"Uses the planned within-group share template with group_col=ROLE_DEPTNAME, item_col=MGR_ID, and measure_col=ROLE_ROLLUP_2. \"ROLE_ROLLUP_2\" is stored as TEXT, so it is cast to REAL for aggregation; the result is limited to the top 17 highest within-department shares."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e7d50af28dabc3eb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eae560380e9aa8744a6c2fb6d98c0ec2aeb3e92e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7131, "bytes_utf8": 7131, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14216, "cached_input_tokens": 13696, "output_tokens": 457, "reasoning_output_tokens": 356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0e85bfdb0d6ee25073d71a4f724054d496a8b6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_e968493203a42881", + "api_calls": 0, + "input_tokens": 14216, + "cached_input_tokens": 13696, + "output_tokens": 457, + "total_tokens": 14673, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33068.61, + "sql_execution_elapsed_ms_total": 22.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9522256e8fb0e524e169c0779a3cfb501148cf34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:20.286463+00:00", + "ended_at": "2026-05-19T15:30:53.355100+00:00", + "elapsed_ms": 33068.61, + "prompt_metrics": { + "chars": 7131, + "bytes_utf8": 7131, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 3060, + "bytes_utf8": 3060, + "lines": 11, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14216, + "cached_input_tokens": 13696, + "output_tokens": 457, + "reasoning_output_tokens": 356 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca0aac6e30628afae9d6598a01154a40949fb7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ROLE_CODE, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ROLE_CODE", + "measure_col": "ROLE_TITLE", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 118890.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3fa7a6bdc718b7d93b84c4fc4e2ddb2a7532d2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,11 @@ +{"type":"thread.started","thread_id":"019e40dc-0113-7582-8af3-350c6b24922b"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1995185, Requested 14851. Please try again in 301ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14851. Please try again in 445ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14851. Please try again in 445ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988170, Requested 14851. Please try again in 90ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 1/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1990655, Requested 14851. Please try again in 165ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14851. Please try again in 445ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987923, Requested 14851. Please try again in 83ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT\\n \\\"ROLE_CODE\\\",\\n SUM(CAST(\\\"ROLE_TITLE\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_CODE\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"ROLE_CODE\\\" and measure_col=\\\"ROLE_TITLE\\\", casting the TEXT measure to NUMERIC for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14216,"cached_input_tokens":13696,"output_tokens":457,"reasoning_output_tokens":356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bec516721ff4591cc7ab104d46901d9d7858e7c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT\n \"ROLE_CODE\",\n SUM(CAST(\"ROLE_TITLE\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_CODE\"\nORDER BY total_measure DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"ROLE_CODE\" and measure_col=\"ROLE_TITLE\", casting the TEXT measure to NUMERIC for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e968493203a42881/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2bbbcbe7a211eff8def5791b090a4a4b00a8d14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7456, "bytes_utf8": 7456, "lines": 220, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14322, "cached_input_tokens": 13696, "output_tokens": 482, "reasoning_output_tokens": 335}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9858fd10ac7ee15210490adaf8e95470c7f6443f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_ea61e83109e10fc4", + "api_calls": 0, + "input_tokens": 14322, + "cached_input_tokens": 13696, + "output_tokens": 482, + "total_tokens": 14804, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17690.66, + "sql_execution_elapsed_ms_total": 13.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b25a4b7379f9c17d7279008202683700891e8af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:19.012931+00:00", + "ended_at": "2026-05-19T15:44:36.703620+00:00", + "elapsed_ms": 17690.66, + "prompt_metrics": { + "chars": 7456, + "bytes_utf8": 7456, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 883, + "bytes_utf8": 883, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 508, + "bytes_utf8": 508, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14322, + "cached_input_tokens": 13696, + "output_tokens": 482, + "reasoning_output_tokens": 335 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a3e02082ef0362616707c2f1a1e4aedb9523dc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_2, group_col_2=ROLE_TITLE.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "group_col_2": "ROLE_TITLE", + "predicate_col": "ROLE_DEPTNAME", + "predicate_op": ">=", + "predicate_value": 120535.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ad6e26daf956416b57b7a962f164d4604da9a7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-cd56-7be1-8e19-3954ffcb8dd7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_TITLE\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nWHERE CAST(\\\"ROLE_DEPTNAME\\\" AS REAL) >= 120535.0\\nGROUP BY \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_TITLE\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"ROLE_ROLLUP_2\\\", group_col_2=\\\"ROLE_TITLE\\\", and cast \\\"ROLE_DEPTNAME\\\" to REAL because the schema stores it as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14322,"cached_input_tokens":13696,"output_tokens":482,"reasoning_output_tokens":335}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4c97ec3d153567a690f2c6f4064594edbf9b1f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"ROLE_ROLLUP_2\", \"ROLE_TITLE\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nWHERE CAST(\"ROLE_DEPTNAME\" AS REAL) >= 120535.0\nGROUP BY \"ROLE_ROLLUP_2\", \"ROLE_TITLE\"\nORDER BY \"row_count\" DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"ROLE_ROLLUP_2\", group_col_2=\"ROLE_TITLE\", and cast \"ROLE_DEPTNAME\" to REAL because the schema stores it as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ea61e83109e10fc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdd551c734f15d19c5459bf32d3ddba7a176ad4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7934, "bytes_utf8": 7934, "lines": 219, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 718, "bytes_utf8": 718, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14427, "cached_input_tokens": 12032, "output_tokens": 565, "reasoning_output_tokens": 363}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cd5dfb9ba51964fe577cb7523c78ee5d3f097ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_efe758fecbd6290b", + "api_calls": 0, + "input_tokens": 14427, + "cached_input_tokens": 12032, + "output_tokens": 565, + "total_tokens": 14992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20778.73, + "sql_execution_elapsed_ms_total": 24.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28b1aabb52e59778cc0beacab2d1549b9ec37769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:44.262418+00:00", + "ended_at": "2026-05-19T15:41:05.041178+00:00", + "elapsed_ms": 20778.73, + "prompt_metrics": { + "chars": 7934, + "bytes_utf8": 7934, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1444, + "bytes_utf8": 1444, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14427, + "cached_input_tokens": 12032, + "output_tokens": 565, + "reasoning_output_tokens": 363 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e72017262db598011c70700be89aba30696340fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ROLE_DEPTNAME, condition_col=ACTION.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ROLE_DEPTNAME", + "condition_col": "ACTION", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 119348.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5fa9fba654fc55b22fff713946cefd9b50a076d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e5-866e-7b92-8467-da07fc3e95ad"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988928, Requested 15062. Please try again in 119ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"ROLE_DEPTNAME\\\",\\n SUM(CASE WHEN \\\"ACTION\\\" = '1' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n SUM(CASE WHEN \\\"ACTION\\\" = '0' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n FROM \\\"c9\\\"\\n GROUP BY \\\"ROLE_DEPTNAME\\\"\\n)\\nSELECT \\\"ROLE_DEPTNAME\\\",\\n CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM grouped\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Uses the grouped ratio template with group_col=\\\"ROLE_DEPTNAME\\\" and condition_col=\\\"ACTION\\\", computing the per-group ratio of ACTION='1' to ACTION='0' with divide-by-zero protection via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14427,"cached_input_tokens":12032,"output_tokens":565,"reasoning_output_tokens":363}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb27681a9dedfee8871712916397900b0f281dae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"ROLE_DEPTNAME\",\n SUM(CASE WHEN \"ACTION\" = '1' THEN 1 ELSE 0 END) AS \"numerator_count\",\n SUM(CASE WHEN \"ACTION\" = '0' THEN 1 ELSE 0 END) AS \"denominator_count\"\n FROM \"c9\"\n GROUP BY \"ROLE_DEPTNAME\"\n)\nSELECT \"ROLE_DEPTNAME\",\n CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM grouped\nORDER BY \"condition_ratio\" DESC;","notes":"Uses the grouped ratio template with group_col=\"ROLE_DEPTNAME\" and condition_col=\"ACTION\", computing the per-group ratio of ACTION='1' to ACTION='0' with divide-by-zero protection via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_efe758fecbd6290b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32aec7144c080b59f1303f889661e617fafef075 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7683, "bytes_utf8": 7683, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 899, "bytes_utf8": 899, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14363, "cached_input_tokens": 13696, "output_tokens": 1152, "reasoning_output_tokens": 881}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c325e07ba2919d471169e93e3082e461b8795f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_f25d2afbf8674726", + "api_calls": 0, + "input_tokens": 14363, + "cached_input_tokens": 13696, + "output_tokens": 1152, + "total_tokens": 15515, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17613.49, + "sql_execution_elapsed_ms_total": 36.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3bc3ad2a380bdf3d5933a5a00e5dca9a1db98122 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:33.267373+00:00", + "ended_at": "2026-05-19T15:47:50.880919+00:00", + "elapsed_ms": 17613.49, + "prompt_metrics": { + "chars": 7683, + "bytes_utf8": 7683, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1321, + "bytes_utf8": 1321, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 899, + "bytes_utf8": 899, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14363, + "cached_input_tokens": 13696, + "output_tokens": 1152, + "reasoning_output_tokens": 881 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f663109eef1b7c19bd8f3673d2ed3ed0235f2bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=MGR_ID.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "MGR_ID", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 42034.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15ed98a191042b01a5985ec82d60c17635656f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-c482-7870-bd3f-cc44510b9256"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"ROLE_ROLLUP_1\\\" AS \\\"ROLE_ROLLUP_1\\\",\\n SUM(CAST(\\\"MGR_ID\\\" AS INTEGER)) AS \\\"group_value\\\"\\n FROM \\\"c9\\\"\\n WHERE \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n AND TRIM(\\\"ROLE_ROLLUP_1\\\") <> ''\\n AND \\\"MGR_ID\\\" IS NOT NULL\\n AND TRIM(\\\"MGR_ID\\\") <> ''\\n GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"ROLE_ROLLUP_1\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applies the provided Relative-to-Total Extreme Threshold template with group_col=\\\"ROLE_ROLLUP_1\\\" and measure_col=\\\"MGR_ID\\\", casting the text-typed measure to INTEGER and excluding NULL/empty values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14363,"cached_input_tokens":13696,"output_tokens":1152,"reasoning_output_tokens":881}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cb6a8874cd860560c447ee3809990ba48cf52be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"ROLE_ROLLUP_1\" AS \"ROLE_ROLLUP_1\",\n SUM(CAST(\"MGR_ID\" AS INTEGER)) AS \"group_value\"\n FROM \"c9\"\n WHERE \"ROLE_ROLLUP_1\" IS NOT NULL\n AND TRIM(\"ROLE_ROLLUP_1\") <> ''\n AND \"MGR_ID\" IS NOT NULL\n AND TRIM(\"MGR_ID\") <> ''\n GROUP BY \"ROLE_ROLLUP_1\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"ROLE_ROLLUP_1\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Applies the provided Relative-to-Total Extreme Threshold template with group_col=\"ROLE_ROLLUP_1\" and measure_col=\"MGR_ID\", casting the text-typed measure to INTEGER and excluding NULL/empty values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f25d2afbf8674726/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b66ba70c7014ed6245226e84c287eba94669fe5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7137, "bytes_utf8": 7137, "lines": 216, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14220, "cached_input_tokens": 12032, "output_tokens": 622, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aa927aa995d1b41b40d08caca36ff7cf6ccbe21d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_f26ad57cf598f533", + "api_calls": 0, + "input_tokens": 14220, + "cached_input_tokens": 12032, + "output_tokens": 622, + "total_tokens": 14842, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12869.27, + "sql_execution_elapsed_ms_total": 42.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b731bb90c8dac815b67d6a2e19b69e913e01b213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:39.566950+00:00", + "ended_at": "2026-05-19T15:29:52.436260+00:00", + "elapsed_ms": 12869.27, + "prompt_metrics": { + "chars": 7137, + "bytes_utf8": 7137, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 399, + "bytes_utf8": 399, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14220, + "cached_input_tokens": 12032, + "output_tokens": 622, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9df9b37893ebb26cdc43aa63d84a49c54d5c3a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ROLE_TITLE, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "ROLE_TITLE", + "measure_col": "ROLE_DEPTNAME", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..faa33174cf6ce7e995fa6ce07e583104056c34e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-61e2-7ea0-9cd2-1a051b0a6046"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_TITLE\\\", SUM(CAST(\\\"ROLE_DEPTNAME\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_TITLE\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"ROLE_TITLE\\\" and measure_col=\\\"ROLE_DEPTNAME\\\". CAST is included because the schema stores values as TEXT while the measure is numeric-like.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14220,"cached_input_tokens":12032,"output_tokens":622,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..baee34e268a9bcaaa91952bcf1e2a216eb4f0a6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"ROLE_TITLE\", SUM(CAST(\"ROLE_DEPTNAME\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_TITLE\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped-sum template with group_col=\"ROLE_TITLE\" and measure_col=\"ROLE_DEPTNAME\". CAST is included because the schema stores values as TEXT while the measure is numeric-like."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f26ad57cf598f533/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f7cf647c84accfb0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f7cf647c84accfb0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..005f986b8b3be34f0c3f456e44d03ad46186acf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f7cf647c84accfb0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7043, "bytes_utf8": 7043, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14197, "cached_input_tokens": 13696, "output_tokens": 307, "reasoning_output_tokens": 217}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f7cf647c84accfb0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f7cf647c84accfb0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e831937b56b7d535b8ac6a7be54abe30ca1efe0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f7cf647c84accfb0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:51.975883+00:00", + "ended_at": "2026-05-19T15:33:00.251175+00:00", + "elapsed_ms": 8275.26, + "prompt_metrics": { + "chars": 7043, + "bytes_utf8": 7043, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 661, + "bytes_utf8": 661, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 311, + "bytes_utf8": 311, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14197, + "cached_input_tokens": 13696, + "output_tokens": 307, + "reasoning_output_tokens": 217 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f7cf647c84accfb0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f7cf647c84accfb0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa483f0ab0dcd350432af32429a333299148d8ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_f7cf647c84accfb0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ROLE_ROLLUP_2\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to ROLE_ROLLUP_2 to return the count distribution by subgroup."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3dbc3410c1ae9ffbf5306c6853d156884ad20ae9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:14.584065+00:00", + "ended_at": "2026-05-19T16:09:17.844339+00:00", + "elapsed_ms": 3260.25, + "returncode": 1, + "prompt_metrics": { + "chars": 7234, + "bytes_utf8": 7234, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f09ec7d14775e7793716d3c0a725f8be89087ac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:18.845861+00:00", + "ended_at": "2026-05-19T16:09:21.842453+00:00", + "elapsed_ms": 2996.57, + "returncode": 1, + "prompt_metrics": { + "chars": 7234, + "bytes_utf8": 7234, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bef609991896766170fb8116d09697068b7b180d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 164523.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bef609991896766170fb8116d09697068b7b180d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_2, measure_col=ROLE_FAMILY_DESC.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_2", + "measure_col": "ROLE_FAMILY_DESC", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 164523.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31616c1d3680bd3b5afb5448dd989d4959253762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9f4d-70c3-9ad4-4418798afe28"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfe600fd46854383429c371d869268fe9304ce98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9f4d-70c3-9ad4-4418798afe28"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d21a8feffd4cbfddfb0453f4cf3179d4aa70b793 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-aff8-7743-a41d-3356bfceac0a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4918dcabe171bdd019435ce49cff5374fb16c53b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-aff8-7743-a41d-3356bfceac0a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fb1ea50cd8691956/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..928ed308e832a27cf929e5acddb6de52e935a29b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:16.538875+00:00", + "ended_at": "2026-05-19T16:05:19.279083+00:00", + "elapsed_ms": 2740.18, + "returncode": 1, + "prompt_metrics": { + "chars": 7063, + "bytes_utf8": 7063, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af950dfad69c896e8e6d86e87a5e89aedd35eed3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:20.281266+00:00", + "ended_at": "2026-05-19T16:05:23.033391+00:00", + "elapsed_ms": 2752.07, + "returncode": 1, + "prompt_metrics": { + "chars": 7063, + "bytes_utf8": 7063, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02b7270ad2d64fadfce723ac1b60e84fe8e6385c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "ROLE_TITLE", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..02b7270ad2d64fadfce723ac1b60e84fe8e6385c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "ROLE_TITLE", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..162fd03d96f4adb3e6de71fc6f8ae335446f0497 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-fd6c-7540-8804-736db165bba9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7410a66b23db222fb476d49acc0b686195b4e314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-fd6c-7540-8804-736db165bba9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69a3795ae98b5754da8f2ab8256fc230a40d998c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-0c3d-7e91-b198-80c67f2a82db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5701b116e78fcc45d5848b60f8cff81cf3014da3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-0c3d-7e91-b198-80c67f2a82db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd06e2e80e49a183/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d47c5505cab135afe26ad1018d1d8328355a422c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7552, "bytes_utf8": 7552, "lines": 218, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 747, "bytes_utf8": 747, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14343, "cached_input_tokens": 12032, "output_tokens": 968, "reasoning_output_tokens": 739}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ca7a44b11fae14bf3530d3c7356740d0bd6aee7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_fd0a051347c5e33e", + "api_calls": 0, + "input_tokens": 14343, + "cached_input_tokens": 12032, + "output_tokens": 968, + "total_tokens": 15311, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18463.81, + "sql_execution_elapsed_ms_total": 28.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b324a52226d6b92c2f4e52bbe496e8ef14e0966 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:22.228675+00:00", + "ended_at": "2026-05-19T15:36:40.692515+00:00", + "elapsed_ms": 18463.81, + "prompt_metrics": { + "chars": 7552, + "bytes_utf8": 7552, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1146, + "bytes_utf8": 1146, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 747, + "bytes_utf8": 747, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14343, + "cached_input_tokens": 12032, + "output_tokens": 968, + "reasoning_output_tokens": 739 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e52a0aaa299a43577ed48d36253bb048f4454f64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ROLE_TITLE, measure_col=ROLE_DEPTNAME.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ROLE_TITLE", + "measure_col": "ROLE_DEPTNAME", + "item_col": "ROLE_ROLLUP_1", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a15c947a337cc225e3537c43a4a03948bde7d8e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-86d7-7472-883c-bae3262e0c4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ROLE_TITLE\\\",\\n \\\"ROLE_ROLLUP_1\\\",\\n SUM(CAST(\\\"ROLE_DEPTNAME\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"ROLE_DEPTNAME\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"ROLE_DEPTNAME\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_TITLE\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c9\\\"\\nWHERE \\\"ROLE_TITLE\\\" IS NOT NULL\\n AND \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n AND \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\nGROUP BY \\\"ROLE_TITLE\\\", \\\"ROLE_ROLLUP_1\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 13;\",\"notes\":\"Uses the planned within-group share template with ROLE_TITLE as group_col, ROLE_ROLLUP_1 as item_col, and ROLE_DEPTNAME as the summed measure, casting the TEXT measure to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14343,"cached_input_tokens":12032,"output_tokens":968,"reasoning_output_tokens":739}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adc9a04491ec206c4e6b924736f392ff7d4516cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ROLE_TITLE\",\n \"ROLE_ROLLUP_1\",\n SUM(CAST(\"ROLE_DEPTNAME\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"ROLE_DEPTNAME\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"ROLE_DEPTNAME\" AS REAL))) OVER (PARTITION BY \"ROLE_TITLE\") AS \"share_within_group\"\nFROM \"c9\"\nWHERE \"ROLE_TITLE\" IS NOT NULL\n AND \"ROLE_ROLLUP_1\" IS NOT NULL\n AND \"ROLE_DEPTNAME\" IS NOT NULL\nGROUP BY \"ROLE_TITLE\", \"ROLE_ROLLUP_1\"\nORDER BY \"share_within_group\" DESC\nLIMIT 13;","notes":"Uses the planned within-group share template with ROLE_TITLE as group_col, ROLE_ROLLUP_1 as item_col, and ROLE_DEPTNAME as the summed measure, casting the TEXT measure to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd0a051347c5e33e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83df251396654314dc15745e78f3526ef1bee2f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:50.346203+00:00", + "ended_at": "2026-05-19T16:08:55.145436+00:00", + "elapsed_ms": 4799.21, + "returncode": 1, + "prompt_metrics": { + "chars": 7218, + "bytes_utf8": 7218, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20d87613ba53ec521ba8387711e65e3476662960 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:56.146885+00:00", + "ended_at": "2026-05-19T16:09:00.306629+00:00", + "elapsed_ms": 4159.72, + "returncode": 1, + "prompt_metrics": { + "chars": 7218, + "bytes_utf8": 7218, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8d3705fb2201ca2cbec8319fd43e69f2b365c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_TITLE", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8d3705fb2201ca2cbec8319fd43e69f2b365c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_TITLE.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ROLE_ROLLUP_1", + "measure_col": "ROLE_TITLE", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 120006.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..593f7aa357759487875d3c980677f6208108b60f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-40ac-7313-aeae-7007e4d65051"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aefdabc20a818304a042d55289366e6f68c3a149 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-40ac-7313-aeae-7007e4d65051"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d58f30f2f24d4404a549bd864ce178122cf32d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5757-72a2-a39c-c561eead35a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e37af7be38223e3a0800764ef59822a49b1fc928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5757-72a2-a39c-c561eead35a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fd3782cac2e1cbc7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..888263ce60e9f605cb131c52c9b79777b41cfd4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7118, "bytes_utf8": 7118, "lines": 214, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7118, "bytes_utf8": 7118, "lines": 214, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14225, "cached_input_tokens": 13696, "output_tokens": 386, "reasoning_output_tokens": 291}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4feca7d4766e05c06fcd806a128aadf2e4ca60e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c9", + "model": "v2-cli:codex", + "run_id": "v2q_c9_feb4ab76a07280d3", + "api_calls": 0, + "input_tokens": 14225, + "cached_input_tokens": 13696, + "output_tokens": 386, + "total_tokens": 14611, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12143.38, + "sql_execution_elapsed_ms_total": 13.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b634631a9a26a210ff497973d1a8de3222ad70f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:38.286265+00:00", + "ended_at": "2026-05-19T16:07:41.407840+00:00", + "elapsed_ms": 3121.55, + "returncode": 1, + "prompt_metrics": { + "chars": 7118, + "bytes_utf8": 7118, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c485949adbeeeeb8dc04208dd05fa28ec0ec9e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:42.409223+00:00", + "ended_at": "2026-05-19T16:07:51.431081+00:00", + "elapsed_ms": 9021.83, + "prompt_metrics": { + "chars": 7118, + "bytes_utf8": 7118, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 684, + "bytes_utf8": 684, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 327, + "bytes_utf8": 327, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14225, + "cached_input_tokens": 13696, + "output_tokens": 386, + "reasoning_output_tokens": 291 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7ccbea0179d3a2377ed45c52b381a62ea17f046 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ROLE_TITLE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_TITLE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7ccbea0179d3a2377ed45c52b381a62ea17f046 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c9 +- dataset_name: Amazon Employee Access Challenge +- table_name: c9 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `ROLE_FAMILY`. +- task_type: regression +- target_column: ROLE_FAMILY +- main_row_count: 32769 +- important_fields: +- ACTION: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ACTION. +- RESOURCE: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RESOURCE. +- MGR_ID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MGR ID. +- ROLE_ROLLUP_1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 1. +- ROLE_ROLLUP_2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ROLE ROLLUP 2. +- ROLE_DEPTNAME: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE DEPTNAME. +- ROLE_TITLE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE TITLE. +- ROLE_FAMILY_DESC: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE FAMILY DESC. +- ROLE_FAMILY: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for ROLE FAMILY. +- ROLE_CODE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ROLE CODE. +- useful_field_combinations: [['ACTION', 'ROLE_ROLLUP_1', 'ROLE_FAMILY'], ['ACTION', 'RESOURCE', 'ROLE_FAMILY'], ['ACTION', 'ACTION', 'ROLE_FAMILY']] +- fields_requiring_caution: ['ROLE_FAMILY', 'RESOURCE', 'ROLE_DEPTNAME', 'ROLE_TITLE'] +- source_url: https://www.kaggle.com/c/amazon-employee-access-challenge + +SQLite schema snapshot: +{ + "table_name": "c9", + "quoted_table_name": "\"c9\"", + "row_count": 32769, + "columns": [ + { + "name": "ACTION", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RESOURCE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "MGR_ID", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_ROLLUP_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_DEPTNAME", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_TITLE", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY_DESC", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_FAMILY", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ROLE_CODE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "ACTION": "1", + "RESOURCE": "39353", + "MGR_ID": "85475", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118300", + "ROLE_DEPTNAME": "123472", + "ROLE_TITLE": "117905", + "ROLE_FAMILY_DESC": "117906", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "117908" + }, + { + "ACTION": "1", + "RESOURCE": "17183", + "MGR_ID": "1540", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "123125", + "ROLE_TITLE": "118536", + "ROLE_FAMILY_DESC": "118536", + "ROLE_FAMILY": "308574", + "ROLE_CODE": "118539" + }, + { + "ACTION": "1", + "RESOURCE": "36724", + "MGR_ID": "14457", + "ROLE_ROLLUP_1": "118219", + "ROLE_ROLLUP_2": "118220", + "ROLE_DEPTNAME": "117884", + "ROLE_TITLE": "117879", + "ROLE_FAMILY_DESC": "267952", + "ROLE_FAMILY": "19721", + "ROLE_CODE": "117880" + }, + { + "ACTION": "1", + "RESOURCE": "36135", + "MGR_ID": "5396", + "ROLE_ROLLUP_1": "117961", + "ROLE_ROLLUP_2": "118343", + "ROLE_DEPTNAME": "119993", + "ROLE_TITLE": "118321", + "ROLE_FAMILY_DESC": "240983", + "ROLE_FAMILY": "290919", + "ROLE_CODE": "118322" + }, + { + "ACTION": "1", + "RESOURCE": "42680", + "MGR_ID": "5905", + "ROLE_ROLLUP_1": "117929", + "ROLE_ROLLUP_2": "117930", + "ROLE_DEPTNAME": "119569", + "ROLE_TITLE": "119323", + "ROLE_FAMILY_DESC": "123932", + "ROLE_FAMILY": "19793", + "ROLE_CODE": "119325" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c9", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ROLE_TITLE.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ROLE_TITLE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 120535.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b354612dd561d92f188cdd3cd16a359e1e40769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-2723-79e1-be54-6a88557ddd7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..016ad2630b65027405a725dd9e04cd41831189c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-2723-79e1-be54-6a88557ddd7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8ba8d872fadfc7fdf81376e3b7851a8d24770e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-3735-7b70-a88a-0596b74176a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"ROLE_TITLE\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_TITLE\\\"\\nORDER BY \\\"support\\\" ASC, \\\"ROLE_TITLE\\\"\\nLIMIT 19;\",\"notes\":\"Uses the required Low-Support Group Count template with group_col bound to ROLE_TITLE and top_k set to 19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14225,"cached_input_tokens":13696,"output_tokens":386,"reasoning_output_tokens":291}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ab4c21d94bf632fc99b3573128b7ce916802c7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"ROLE_TITLE\",\n COUNT(*) AS \"support\"\nFROM \"c9\"\nGROUP BY \"ROLE_TITLE\"\nORDER BY \"support\" ASC, \"ROLE_TITLE\"\nLIMIT 19;","notes":"Uses the required Low-Support Group Count template with group_col bound to ROLE_TITLE and top_k set to 19."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_feb4ab76a07280d3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391