Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5791, "bytes_utf8": 5791, "lines": 168, "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": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13738, "cached_input_tokens": 12032, "output_tokens": 336, "reasoning_output_tokens": 203}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/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": "n2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n2_011d8c042904e6cf",
+    "api_calls": 0,
+    "input_tokens": 13738,
+    "cached_input_tokens": 12032,
+    "output_tokens": 336,
+    "total_tokens": 14074,
+    "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": 9062.31,
+    "sql_execution_elapsed_ms_total": 1.33,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/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": "2026-05-19T16:03:12.472369+00:00",
+  "ended_at": "2026-05-19T16:03:21.534707+00:00",
+  "elapsed_ms": 9062.31,
+  "prompt_metrics": {
+    "chars": 5791,
+    "bytes_utf8": 5791,
+    "lines": 168,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 871,
+    "bytes_utf8": 871,
+    "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": 507,
+      "bytes_utf8": 507,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 13738,
+      "cached_input_tokens": 12032,
+      "output_tokens": 336,
+      "reasoning_output_tokens": 203
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,168 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n2
+- dataset_name: Airfoil Self-Noise
+- table_name: n2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition.
+- task_type: regression
+- target_column: sound_pressure_level
+- main_row_count: 1503
+- important_fields:
+- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency.
+- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack.
+- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length.
+- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition.
+- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness.
+- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response.
+- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']]
+- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level']
+- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise
+
+SQLite schema snapshot:
+{
+  "table_name": "n2",
+  "quoted_table_name": "\"n2\"",
+  "row_count": 1503,
+  "columns": [
+    {
+      "name": "frequency",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "angle_of_attack",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "chord_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "free_stream_velocity",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement_thickness",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "sound_pressure_level",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "frequency": "800",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "126.201"
+    },
+    {
+      "frequency": "1000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.201"
+    },
+    {
+      "frequency": "1250",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.951"
+    },
+    {
+      "frequency": "1600",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.591"
+    },
+    {
+      "frequency": "2000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.461"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_thresholded_group_ranking",
+    "template_name": "Thresholded Group Ranking",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n2",
+  "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.",
+  "planned_template_id": "tpl_tpch_thresholded_group_ranking",
+  "bindings": {
+    "group_col": "free_stream_velocity",
+    "measure_col": "chord_length",
+    "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": 0.2286,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fa-18f9-7e21-a16b-6b4017adadd3"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"free_stream_velocity\\\", SUM(CAST(\\\"chord_length\\\" AS REAL)) AS total_measure\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nHAVING SUM(CAST(\\\"chord_length\\\" AS REAL)) > 0.2286\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". Cast \\\"chord_length\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":13738,"cached_input_tokens":12032,"output_tokens":336,"reasoning_output_tokens":203}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_011d8c042904e6cf/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"free_stream_velocity\", SUM(CAST(\"chord_length\" AS REAL)) AS total_measure\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nHAVING SUM(CAST(\"chord_length\" AS REAL)) > 0.2286\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the planned Thresholded Group Ranking template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". Cast \"chord_length\" to REAL because the schema stores numeric fields as TEXT."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/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": "2026-05-19T15:59:21.567563+00:00",
+  "ended_at": "2026-05-19T15:59:24.493755+00:00",
+  "elapsed_ms": 2926.17,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 5905,
+    "bytes_utf8": 5905,
+    "lines": 171,
+    "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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/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": "2026-05-19T15:59:25.495202+00:00",
+  "ended_at": "2026-05-19T15:59:30.204640+00:00",
+  "elapsed_ms": 4709.4,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 5905,
+    "bytes_utf8": 5905,
+    "lines": 171,
+    "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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,171 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n2
+- dataset_name: Airfoil Self-Noise
+- table_name: n2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition.
+- task_type: regression
+- target_column: sound_pressure_level
+- main_row_count: 1503
+- important_fields:
+- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency.
+- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack.
+- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length.
+- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition.
+- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness.
+- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response.
+- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']]
+- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level']
+- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise
+
+SQLite schema snapshot:
+{
+  "table_name": "n2",
+  "quoted_table_name": "\"n2\"",
+  "row_count": 1503,
+  "columns": [
+    {
+      "name": "frequency",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "angle_of_attack",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "chord_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "free_stream_velocity",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement_thickness",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "sound_pressure_level",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "frequency": "800",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "126.201"
+    },
+    {
+      "frequency": "1000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.201"
+    },
+    {
+      "frequency": "1250",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.951"
+    },
+    {
+      "frequency": "1600",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.591"
+    },
+    {
+      "frequency": "2000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.461"
+    }
+  ]
+}
+
+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": "n2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "free_stream_velocity",
+    "condition_col": "sound_pressure_level",
+    "condition_value": "127.315",
+    "positive_value": "126.540",
+    "negative_value": "127.315",
+    "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": 0.2286,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,171 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n2
+- dataset_name: Airfoil Self-Noise
+- table_name: n2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition.
+- task_type: regression
+- target_column: sound_pressure_level
+- main_row_count: 1503
+- important_fields:
+- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency.
+- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack.
+- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length.
+- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition.
+- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness.
+- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response.
+- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']]
+- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level']
+- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise
+
+SQLite schema snapshot:
+{
+  "table_name": "n2",
+  "quoted_table_name": "\"n2\"",
+  "row_count": 1503,
+  "columns": [
+    {
+      "name": "frequency",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "angle_of_attack",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "chord_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "free_stream_velocity",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement_thickness",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "sound_pressure_level",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "frequency": "800",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "126.201"
+    },
+    {
+      "frequency": "1000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.201"
+    },
+    {
+      "frequency": "1250",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.951"
+    },
+    {
+      "frequency": "1600",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.591"
+    },
+    {
+      "frequency": "2000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.461"
+    }
+  ]
+}
+
+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": "n2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=free_stream_velocity, condition_col=sound_pressure_level.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "free_stream_velocity",
+    "condition_col": "sound_pressure_level",
+    "condition_value": "127.315",
+    "positive_value": "126.540",
+    "negative_value": "127.315",
+    "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": 0.2286,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_1.raw.txt

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+{"type":"thread.started","thread_id":"019e40f6-92f5-77a1-8bdb-dd6471011ac0"}
+{"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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_1.txt

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+{"type":"thread.started","thread_id":"019e40f6-92f5-77a1-8bdb-dd6471011ac0"}
+{"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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_2.raw.txt

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+{"type":"thread.started","thread_id":"019e40f6-a251-7bc2-a3a9-c180a35be804"}
+{"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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_02d8ee48cbbcf5fc/cli/sql_response_attempt_2.txt

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+{"type":"thread.started","thread_id":"019e40f6-a251-7bc2-a3a9-c180a35be804"}
+{"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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/conversation.jsonl

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+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6055, "bytes_utf8": 6055, "lines": 170, "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": 724, "bytes_utf8": 724, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13812, "cached_input_tokens": 12032, "output_tokens": 701, "reasoning_output_tokens": 516}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/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": "n2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n2_04386f02a7447eed",
+    "api_calls": 0,
+    "input_tokens": 13812,
+    "cached_input_tokens": 12032,
+    "output_tokens": 701,
+    "total_tokens": 14513,
+    "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": 15884.85,
+    "sql_execution_elapsed_ms_total": 1.56,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/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": "2026-05-19T15:34:17.832969+00:00",
+  "ended_at": "2026-05-19T15:34:33.717859+00:00",
+  "elapsed_ms": 15884.85,
+  "prompt_metrics": {
+    "chars": 6055,
+    "bytes_utf8": 6055,
+    "lines": 170,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1107,
+    "bytes_utf8": 1107,
+    "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": 724,
+      "bytes_utf8": 724,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 13812,
+      "cached_input_tokens": 12032,
+      "output_tokens": 701,
+      "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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,170 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n2
+- dataset_name: Airfoil Self-Noise
+- table_name: n2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition.
+- task_type: regression
+- target_column: sound_pressure_level
+- main_row_count: 1503
+- important_fields:
+- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency.
+- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack.
+- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length.
+- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition.
+- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness.
+- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response.
+- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']]
+- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level']
+- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise
+
+SQLite schema snapshot:
+{
+  "table_name": "n2",
+  "quoted_table_name": "\"n2\"",
+  "row_count": 1503,
+  "columns": [
+    {
+      "name": "frequency",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "angle_of_attack",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "chord_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "free_stream_velocity",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement_thickness",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "sound_pressure_level",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "frequency": "800",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "126.201"
+    },
+    {
+      "frequency": "1000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.201"
+    },
+    {
+      "frequency": "1250",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.951"
+    },
+    {
+      "frequency": "1600",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.591"
+    },
+    {
+      "frequency": "2000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.461"
+    }
+  ]
+}
+
+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": "n2",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "free_stream_velocity",
+    "measure_col": "free_stream_velocity",
+    "item_col": "angle_of_attack",
+    "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": 71.3,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40df-a0ee-7b93-b5c6-180f6e4ec271"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"free_stream_velocity\\\",\\n  \\\"angle_of_attack\\\",\\n  SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"free_stream_velocity\\\" AS REAL)) * 100.0\\n    / SUM(SUM(CAST(\\\"free_stream_velocity\\\" AS REAL))) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS share_within_group\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\", \\\"angle_of_attack\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the provided Within-Group Share of Total template with group_col=\\\"free_stream_velocity\\\", item_col=\\\"angle_of_attack\\\", and measure_col=\\\"free_stream_velocity\\\". CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":13812,"cached_input_tokens":12032,"output_tokens":701,"reasoning_output_tokens":516}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_04386f02a7447eed/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"free_stream_velocity\",\n  \"angle_of_attack\",\n  SUM(CAST(\"free_stream_velocity\" AS REAL)) AS total_measure,\n  SUM(CAST(\"free_stream_velocity\" AS REAL)) * 100.0\n    / SUM(SUM(CAST(\"free_stream_velocity\" AS REAL))) OVER (PARTITION BY \"free_stream_velocity\") AS share_within_group\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\", \"angle_of_attack\"\nORDER BY share_within_group DESC;","notes":"Uses the provided Within-Group Share of Total template with group_col=\"free_stream_velocity\", item_col=\"angle_of_attack\", and measure_col=\"free_stream_velocity\". CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5624, "bytes_utf8": 5624, "lines": 168, "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": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13693, "cached_input_tokens": 12288, "output_tokens": 287, "reasoning_output_tokens": 173}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/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": "n2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n2_0ab63b1ff4fc51a2",
+    "api_calls": 0,
+    "input_tokens": 13693,
+    "cached_input_tokens": 12288,
+    "output_tokens": 287,
+    "total_tokens": 13980,
+    "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": 10798.93,
+    "sql_execution_elapsed_ms_total": 1.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/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": "2026-05-19T15:28:58.879584+00:00",
+  "ended_at": "2026-05-19T15:29:09.678547+00:00",
+  "elapsed_ms": 10798.93,
+  "prompt_metrics": {
+    "chars": 5624,
+    "bytes_utf8": 5624,
+    "lines": 168,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 801,
+    "bytes_utf8": 801,
+    "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": 437,
+      "bytes_utf8": 437,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 13693,
+      "cached_input_tokens": 12288,
+      "output_tokens": 287,
+      "reasoning_output_tokens": 173
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,168 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n2
+- dataset_name: Airfoil Self-Noise
+- table_name: n2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition.
+- task_type: regression
+- target_column: sound_pressure_level
+- main_row_count: 1503
+- important_fields:
+- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency.
+- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack.
+- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length.
+- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition.
+- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness.
+- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response.
+- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']]
+- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level']
+- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise
+
+SQLite schema snapshot:
+{
+  "table_name": "n2",
+  "quoted_table_name": "\"n2\"",
+  "row_count": 1503,
+  "columns": [
+    {
+      "name": "frequency",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "angle_of_attack",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "chord_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "free_stream_velocity",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement_thickness",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "sound_pressure_level",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "frequency": "800",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "126.201"
+    },
+    {
+      "frequency": "1000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.201"
+    },
+    {
+      "frequency": "1250",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.951"
+    },
+    {
+      "frequency": "1600",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.591"
+    },
+    {
+      "frequency": "2000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.461"
+    }
+  ]
+}
+
+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": "n2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=free_stream_velocity, measure_col=chord_length.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "free_stream_velocity",
+    "measure_col": "chord_length",
+    "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": 0.2286,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40da-c312-7881-b321-1fb69425e3cd"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n  \\\"free_stream_velocity\\\",\\n  SUM(CAST(\\\"chord_length\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"free_stream_velocity\\\" and measure_col=\\\"chord_length\\\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":13693,"cached_input_tokens":12288,"output_tokens":287,"reasoning_output_tokens":173}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0ab63b1ff4fc51a2/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n  \"free_stream_velocity\",\n  SUM(CAST(\"chord_length\" AS REAL)) AS \"total_measure\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"free_stream_velocity\" and measure_col=\"chord_length\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5528, "bytes_utf8": 5528, "lines": 166, "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": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13664, "cached_input_tokens": 12672, "output_tokens": 405, "reasoning_output_tokens": 329}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/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": "n2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n2_0b6b8c84c9f66e3a",
+    "api_calls": 0,
+    "input_tokens": 13664,
+    "cached_input_tokens": 12672,
+    "output_tokens": 405,
+    "total_tokens": 14069,
+    "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": 10382.82,
+    "sql_execution_elapsed_ms_total": 0.65,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/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": "2026-05-19T15:31:21.934553+00:00",
+  "ended_at": "2026-05-19T15:31:32.317398+00:00",
+  "elapsed_ms": 10382.82,
+  "prompt_metrics": {
+    "chars": 5528,
+    "bytes_utf8": 5528,
+    "lines": 166,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 660,
+    "bytes_utf8": 660,
+    "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": 310,
+      "bytes_utf8": 310,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 13664,
+      "cached_input_tokens": 12672,
+      "output_tokens": 405,
+      "reasoning_output_tokens": 329
+    }
+  },
+  "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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,166 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n2
+- dataset_name: Airfoil Self-Noise
+- table_name: n2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition.
+- task_type: regression
+- target_column: sound_pressure_level
+- main_row_count: 1503
+- important_fields:
+- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency.
+- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack.
+- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length.
+- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition.
+- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness.
+- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response.
+- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']]
+- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level']
+- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise
+
+SQLite schema snapshot:
+{
+  "table_name": "n2",
+  "quoted_table_name": "\"n2\"",
+  "row_count": 1503,
+  "columns": [
+    {
+      "name": "frequency",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "angle_of_attack",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "chord_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "free_stream_velocity",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement_thickness",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "sound_pressure_level",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "frequency": "800",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "126.201"
+    },
+    {
+      "frequency": "1000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.201"
+    },
+    {
+      "frequency": "1250",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.951"
+    },
+    {
+      "frequency": "1600",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.591"
+    },
+    {
+      "frequency": "2000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.461"
+    }
+  ]
+}
+
+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": "n2",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=free_stream_velocity.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "free_stream_velocity",
+    "top_k": 14,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.015576,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40dc-f1c6-7551-8c64-b808b0b969ff"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"free_stream_velocity\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n2\\\"\\nGROUP BY \\\"free_stream_velocity\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Counts rows for each free_stream_velocity subgroup to inspect count distribution and subgroup-size stability.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":13664,"cached_input_tokens":12672,"output_tokens":405,"reasoning_output_tokens":329}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0b6b8c84c9f66e3a/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"free_stream_velocity\", COUNT(*) AS \"row_count\"\nFROM \"n2\"\nGROUP BY \"free_stream_velocity\"\nORDER BY \"row_count\" DESC;","notes":"Counts rows for each free_stream_velocity subgroup to inspect count distribution and subgroup-size stability."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5723, "bytes_utf8": 5723, "lines": 168, "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": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13703, "cached_input_tokens": 12672, "output_tokens": 554, "reasoning_output_tokens": 450}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/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": "n2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n2_0da34a3af662e8b6",
+    "api_calls": 0,
+    "input_tokens": 13703,
+    "cached_input_tokens": 12672,
+    "output_tokens": 554,
+    "total_tokens": 14257,
+    "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": 14721.98,
+    "sql_execution_elapsed_ms_total": 3.45,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/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": "2026-05-19T15:38:37.598851+00:00",
+  "ended_at": "2026-05-19T15:38:52.320848+00:00",
+  "elapsed_ms": 14721.98,
+  "prompt_metrics": {
+    "chars": 5723,
+    "bytes_utf8": 5723,
+    "lines": 168,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 800,
+    "bytes_utf8": 800,
+    "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": 450,
+      "bytes_utf8": 450,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 13703,
+      "cached_input_tokens": 12672,
+      "output_tokens": 554,
+      "reasoning_output_tokens": 450
+    }
+  },
+  "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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,168 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n2
+- dataset_name: Airfoil Self-Noise
+- table_name: n2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition.
+- task_type: regression
+- target_column: sound_pressure_level
+- main_row_count: 1503
+- important_fields:
+- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency.
+- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack.
+- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length.
+- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition.
+- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness.
+- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response.
+- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']]
+- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level']
+- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise
+
+SQLite schema snapshot:
+{
+  "table_name": "n2",
+  "quoted_table_name": "\"n2\"",
+  "row_count": 1503,
+  "columns": [
+    {
+      "name": "frequency",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "angle_of_attack",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "chord_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "free_stream_velocity",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement_thickness",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "sound_pressure_level",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "frequency": "800",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "126.201"
+    },
+    {
+      "frequency": "1000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.201"
+    },
+    {
+      "frequency": "1250",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.951"
+    },
+    {
+      "frequency": "1600",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.591"
+    },
+    {
+      "frequency": "2000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.461"
+    }
+  ]
+}
+
+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": "n2",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=free_stream_velocity, measure_col=free_stream_velocity.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "free_stream_velocity",
+    "measure_col": "free_stream_velocity",
+    "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": 55.5,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-97a4-7ee3-ba32-479965991194"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"free_stream_velocity\\\",\\n       AVG(CAST(\\\"free_stream_velocity\\\" AS REAL)) OVER (PARTITION BY \\\"free_stream_velocity\\\") AS avg_measure\\nFROM \\\"n2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with both roles bound to \\\"free_stream_velocity\\\". The measure is CAST to REAL because this SQLite schema stores numeric-looking values as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":13703,"cached_input_tokens":12672,"output_tokens":554,"reasoning_output_tokens":450}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0da34a3af662e8b6/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"free_stream_velocity\",\n       AVG(CAST(\"free_stream_velocity\" AS REAL)) OVER (PARTITION BY \"free_stream_velocity\") AS avg_measure\nFROM \"n2\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with both roles bound to \"free_stream_velocity\". The measure is CAST to REAL because this SQLite schema stores numeric-looking values as TEXT."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/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": "2026-05-19T16:06:02.751684+00:00",
+  "ended_at": "2026-05-19T16:06:08.521494+00:00",
+  "elapsed_ms": 5769.78,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 5814,
+    "bytes_utf8": 5814,
+    "lines": 168,
+    "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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/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": "2026-05-19T16:06:09.523578+00:00",
+  "ended_at": "2026-05-19T16:06:12.664217+00:00",
+  "elapsed_ms": 3140.6,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 5814,
+    "bytes_utf8": 5814,
+    "lines": 168,
+    "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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,168 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n2
+- dataset_name: Airfoil Self-Noise
+- table_name: n2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition.
+- task_type: regression
+- target_column: sound_pressure_level
+- main_row_count: 1503
+- important_fields:
+- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency.
+- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack.
+- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length.
+- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition.
+- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness.
+- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response.
+- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']]
+- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level']
+- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise
+
+SQLite schema snapshot:
+{
+  "table_name": "n2",
+  "quoted_table_name": "\"n2\"",
+  "row_count": 1503,
+  "columns": [
+    {
+      "name": "frequency",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "angle_of_attack",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "chord_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "free_stream_velocity",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement_thickness",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "sound_pressure_level",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "frequency": "800",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "126.201"
+    },
+    {
+      "frequency": "1000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.201"
+    },
+    {
+      "frequency": "1250",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.951"
+    },
+    {
+      "frequency": "1600",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.591"
+    },
+    {
+      "frequency": "2000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.461"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_thresholded_group_ranking",
+    "template_name": "Thresholded Group Ranking",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n2",
+  "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.",
+  "planned_template_id": "tpl_tpch_thresholded_group_ranking",
+  "bindings": {
+    "group_col": "free_stream_velocity",
+    "measure_col": "displacement_thickness",
+    "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": 0.01044,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,168 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n2
+- dataset_name: Airfoil Self-Noise
+- table_name: n2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one aerodynamic measurement under a specific frequency/geometry/flow condition.
+- task_type: regression
+- target_column: sound_pressure_level
+- main_row_count: 1503
+- important_fields:
+- frequency: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Excitation frequency.
+- angle_of_attack: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Angle of attack.
+- chord_length: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Airfoil chord length.
+- free_stream_velocity: role=feature, type=numeric_discrete_condition. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Free-stream velocity condition.
+- displacement_thickness: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Boundary-layer displacement thickness.
+- sound_pressure_level: role=target, type=numeric_target. tags=['target_candidate', 'response_candidate'] desc=Scaled sound pressure level response.
+- useful_field_combinations: [['frequency', 'free_stream_velocity', 'sound_pressure_level'], ['angle_of_attack', 'displacement_thickness', 'sound_pressure_level'], ['chord_length', 'frequency', 'sound_pressure_level']]
+- fields_requiring_caution: ['free_stream_velocity', 'sound_pressure_level']
+- source_url: https://archive.ics.uci.edu/dataset/291/airfoil+self-noise
+
+SQLite schema snapshot:
+{
+  "table_name": "n2",
+  "quoted_table_name": "\"n2\"",
+  "row_count": 1503,
+  "columns": [
+    {
+      "name": "frequency",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "angle_of_attack",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "chord_length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "free_stream_velocity",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement_thickness",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "sound_pressure_level",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "frequency": "800",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "126.201"
+    },
+    {
+      "frequency": "1000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.201"
+    },
+    {
+      "frequency": "1250",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "125.951"
+    },
+    {
+      "frequency": "1600",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.591"
+    },
+    {
+      "frequency": "2000",
+      "angle_of_attack": "0",
+      "chord_length": "0.3048",
+      "free_stream_velocity": "71.3",
+      "displacement_thickness": "0.00266337",
+      "sound_pressure_level": "127.461"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_thresholded_group_ranking",
+    "template_name": "Thresholded Group Ranking",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n2",
+  "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=free_stream_velocity, measure_col=displacement_thickness.",
+  "planned_template_id": "tpl_tpch_thresholded_group_ranking",
+  "bindings": {
+    "group_col": "free_stream_velocity",
+    "measure_col": "displacement_thickness",
+    "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": 0.01044,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/n2/artifacts/v2q_n2_0dac9cc8b485a225/cli/sql_response_attempt_1.raw.txt

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