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- Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_1.metadata.json +43 -0
- Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_2.metadata.json +43 -0
- Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_prompt_attempt_1.txt +373 -0
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- Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_attempt_2.metadata.json +43 -0
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Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_1.metadata.json
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Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_attempt_2.metadata.json
ADDED
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{
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| 3 |
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"phase": "sql_generation",
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| 4 |
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"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
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| 5 |
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"format": "jsonl_events",
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"text_metrics": {
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"chars": 280,
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"usage": {}
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"status": "failed",
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"error": "AI CLI command failed with exit code 1: ",
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"prompt_path": "cli/sql_prompt_attempt_2.txt",
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"response_path": "cli/sql_response_attempt_2.txt",
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|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_prompt_attempt_1.txt
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|
|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_tail_target_rate_extremes_v2",
|
| 328 |
+
"template_name": "Tail Target-Rate Extremes",
|
| 329 |
+
"primary_family": "tail_rarity_structure",
|
| 330 |
+
"portability": "yes",
|
| 331 |
+
"sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"target_col"
|
| 335 |
+
]
|
| 336 |
+
}
|
| 337 |
+
]
|
| 338 |
+
|
| 339 |
+
Problem instance:
|
| 340 |
+
{
|
| 341 |
+
"dataset_id": "c5",
|
| 342 |
+
"question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ring-number, target_col=class.",
|
| 343 |
+
"planned_template_id": "tpl_tail_target_rate_extremes_v2",
|
| 344 |
+
"bindings": {
|
| 345 |
+
"group_col": "ring-number",
|
| 346 |
+
"target_col": "class",
|
| 347 |
+
"target_value": "POISONOUS",
|
| 348 |
+
"top_k": 17,
|
| 349 |
+
"top_n": 7,
|
| 350 |
+
"num_tiles": 10,
|
| 351 |
+
"percentile_value": 0.95,
|
| 352 |
+
"z_threshold": 2.0,
|
| 353 |
+
"fraction_threshold": 0.05,
|
| 354 |
+
"baseline_multiplier": 1.75,
|
| 355 |
+
"baseline_fraction": 0.1,
|
| 356 |
+
"min_group_size": 5,
|
| 357 |
+
"min_support": 4,
|
| 358 |
+
"measure_threshold": 0.0,
|
| 359 |
+
"time_grain": "month",
|
| 360 |
+
"lookback_rows": 3,
|
| 361 |
+
"current_period_start": "'2024-01-01'",
|
| 362 |
+
"current_period_end": "'2024-04-01'",
|
| 363 |
+
"previous_period_start": "'2023-10-01'",
|
| 364 |
+
"previous_period_end": "'2024-01-01'",
|
| 365 |
+
"drift_ratio_threshold": 0.8
|
| 366 |
+
},
|
| 367 |
+
"can_vary": [],
|
| 368 |
+
"must_fix": [],
|
| 369 |
+
"runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};"
|
| 370 |
+
}
|
| 371 |
+
|
| 372 |
+
Repair context:
|
| 373 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_prompt_attempt_2.txt
ADDED
|
@@ -0,0 +1,373 @@
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
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|
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|
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|
|
|
|
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|
|
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|
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|
|
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|
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|
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|
|
|
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|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_tail_target_rate_extremes_v2",
|
| 328 |
+
"template_name": "Tail Target-Rate Extremes",
|
| 329 |
+
"primary_family": "tail_rarity_structure",
|
| 330 |
+
"portability": "yes",
|
| 331 |
+
"sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"target_col"
|
| 335 |
+
]
|
| 336 |
+
}
|
| 337 |
+
]
|
| 338 |
+
|
| 339 |
+
Problem instance:
|
| 340 |
+
{
|
| 341 |
+
"dataset_id": "c5",
|
| 342 |
+
"question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ring-number, target_col=class.",
|
| 343 |
+
"planned_template_id": "tpl_tail_target_rate_extremes_v2",
|
| 344 |
+
"bindings": {
|
| 345 |
+
"group_col": "ring-number",
|
| 346 |
+
"target_col": "class",
|
| 347 |
+
"target_value": "POISONOUS",
|
| 348 |
+
"top_k": 17,
|
| 349 |
+
"top_n": 7,
|
| 350 |
+
"num_tiles": 10,
|
| 351 |
+
"percentile_value": 0.95,
|
| 352 |
+
"z_threshold": 2.0,
|
| 353 |
+
"fraction_threshold": 0.05,
|
| 354 |
+
"baseline_multiplier": 1.75,
|
| 355 |
+
"baseline_fraction": 0.1,
|
| 356 |
+
"min_group_size": 5,
|
| 357 |
+
"min_support": 4,
|
| 358 |
+
"measure_threshold": 0.0,
|
| 359 |
+
"time_grain": "month",
|
| 360 |
+
"lookback_rows": 3,
|
| 361 |
+
"current_period_start": "'2024-01-01'",
|
| 362 |
+
"current_period_end": "'2024-04-01'",
|
| 363 |
+
"previous_period_start": "'2023-10-01'",
|
| 364 |
+
"previous_period_end": "'2024-01-01'",
|
| 365 |
+
"drift_ratio_threshold": 0.8
|
| 366 |
+
},
|
| 367 |
+
"can_vary": [],
|
| 368 |
+
"must_fix": [],
|
| 369 |
+
"runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};"
|
| 370 |
+
}
|
| 371 |
+
|
| 372 |
+
Repair context:
|
| 373 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4102-0d82-7102-a601-267e3fa11bf3"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4102-0d82-7102-a601-267e3fa11bf3"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_2.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4102-1d37-7e51-a8ae-81e4edb4b8fc"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_response_attempt_2.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4102-1d37-7e51-a8ae-81e4edb4b8fc"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_095718f91fab6209/cli/sql_stderr_attempt_2.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_attempt_1.metadata.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"attempt": 1,
|
| 3 |
+
"phase": "sql_generation",
|
| 4 |
+
"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
|
| 5 |
+
"started_at": "2026-05-19T16:15:46.773070+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:15:49.872169+00:00",
|
| 7 |
+
"elapsed_ms": 3099.07,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 12845,
|
| 11 |
+
"bytes_utf8": 12845,
|
| 12 |
+
"lines": 375,
|
| 13 |
+
"estimated_tokens": null
|
| 14 |
+
},
|
| 15 |
+
"stdout_metrics": {
|
| 16 |
+
"chars": 281,
|
| 17 |
+
"bytes_utf8": 281,
|
| 18 |
+
"lines": 4,
|
| 19 |
+
"estimated_tokens": null
|
| 20 |
+
},
|
| 21 |
+
"stderr_metrics": {
|
| 22 |
+
"chars": 0,
|
| 23 |
+
"bytes_utf8": 0,
|
| 24 |
+
"lines": 0,
|
| 25 |
+
"estimated_tokens": null
|
| 26 |
+
},
|
| 27 |
+
"parsed_output": {
|
| 28 |
+
"format": "jsonl_events",
|
| 29 |
+
"text_metrics": {
|
| 30 |
+
"chars": 280,
|
| 31 |
+
"bytes_utf8": 280,
|
| 32 |
+
"lines": 4,
|
| 33 |
+
"estimated_tokens": null
|
| 34 |
+
},
|
| 35 |
+
"usage": {}
|
| 36 |
+
},
|
| 37 |
+
"status": "failed",
|
| 38 |
+
"error": "AI CLI command failed with exit code 1: ",
|
| 39 |
+
"prompt_path": "cli/sql_prompt_attempt_1.txt",
|
| 40 |
+
"response_path": "cli/sql_response_attempt_1.txt",
|
| 41 |
+
"raw_response_path": "cli/sql_response_attempt_1.raw.txt",
|
| 42 |
+
"stderr_path": "cli/sql_stderr_attempt_1.txt"
|
| 43 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_attempt_2.metadata.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"attempt": 2,
|
| 3 |
+
"phase": "sql_generation",
|
| 4 |
+
"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
|
| 5 |
+
"started_at": "2026-05-19T16:15:50.874621+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:15:53.956986+00:00",
|
| 7 |
+
"elapsed_ms": 3082.32,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 12845,
|
| 11 |
+
"bytes_utf8": 12845,
|
| 12 |
+
"lines": 375,
|
| 13 |
+
"estimated_tokens": null
|
| 14 |
+
},
|
| 15 |
+
"stdout_metrics": {
|
| 16 |
+
"chars": 281,
|
| 17 |
+
"bytes_utf8": 281,
|
| 18 |
+
"lines": 4,
|
| 19 |
+
"estimated_tokens": null
|
| 20 |
+
},
|
| 21 |
+
"stderr_metrics": {
|
| 22 |
+
"chars": 0,
|
| 23 |
+
"bytes_utf8": 0,
|
| 24 |
+
"lines": 0,
|
| 25 |
+
"estimated_tokens": null
|
| 26 |
+
},
|
| 27 |
+
"parsed_output": {
|
| 28 |
+
"format": "jsonl_events",
|
| 29 |
+
"text_metrics": {
|
| 30 |
+
"chars": 280,
|
| 31 |
+
"bytes_utf8": 280,
|
| 32 |
+
"lines": 4,
|
| 33 |
+
"estimated_tokens": null
|
| 34 |
+
},
|
| 35 |
+
"usage": {}
|
| 36 |
+
},
|
| 37 |
+
"status": "failed",
|
| 38 |
+
"error": "AI CLI command failed with exit code 1: ",
|
| 39 |
+
"prompt_path": "cli/sql_prompt_attempt_2.txt",
|
| 40 |
+
"response_path": "cli/sql_response_attempt_2.txt",
|
| 41 |
+
"raw_response_path": "cli/sql_response_attempt_2.raw.txt",
|
| 42 |
+
"stderr_path": "cli/sql_stderr_attempt_2.txt"
|
| 43 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_prompt_attempt_1.txt
ADDED
|
@@ -0,0 +1,375 @@
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_c2_two_dim_target_rate",
|
| 328 |
+
"template_name": "Two-Axis Target Rate Surface",
|
| 329 |
+
"primary_family": "conditional_dependency_structure",
|
| 330 |
+
"portability": "partial",
|
| 331 |
+
"sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"group_col_2",
|
| 335 |
+
"target_col"
|
| 336 |
+
]
|
| 337 |
+
}
|
| 338 |
+
]
|
| 339 |
+
|
| 340 |
+
Problem instance:
|
| 341 |
+
{
|
| 342 |
+
"dataset_id": "c5",
|
| 343 |
+
"question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=stalk-root, target_col=class.",
|
| 344 |
+
"planned_template_id": "tpl_c2_two_dim_target_rate",
|
| 345 |
+
"bindings": {
|
| 346 |
+
"group_col": "odor",
|
| 347 |
+
"group_col_2": "stalk-root",
|
| 348 |
+
"target_col": "class",
|
| 349 |
+
"target_value": "POISONOUS",
|
| 350 |
+
"top_k": 10,
|
| 351 |
+
"top_n": 4,
|
| 352 |
+
"num_tiles": 10,
|
| 353 |
+
"percentile_value": 0.9,
|
| 354 |
+
"z_threshold": 2.0,
|
| 355 |
+
"fraction_threshold": 0.1,
|
| 356 |
+
"baseline_multiplier": 1.5,
|
| 357 |
+
"baseline_fraction": 0.1,
|
| 358 |
+
"min_group_size": 5,
|
| 359 |
+
"min_support": 5,
|
| 360 |
+
"measure_threshold": 0.0,
|
| 361 |
+
"time_grain": "month",
|
| 362 |
+
"lookback_rows": 3,
|
| 363 |
+
"current_period_start": "'2024-01-01'",
|
| 364 |
+
"current_period_end": "'2024-04-01'",
|
| 365 |
+
"previous_period_start": "'2023-10-01'",
|
| 366 |
+
"previous_period_end": "'2024-01-01'",
|
| 367 |
+
"drift_ratio_threshold": 0.8
|
| 368 |
+
},
|
| 369 |
+
"can_vary": [],
|
| 370 |
+
"must_fix": [],
|
| 371 |
+
"runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
|
| 372 |
+
}
|
| 373 |
+
|
| 374 |
+
Repair context:
|
| 375 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_prompt_attempt_2.txt
ADDED
|
@@ -0,0 +1,375 @@
|
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|
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|
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|
|
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|
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|
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|
|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_c2_two_dim_target_rate",
|
| 328 |
+
"template_name": "Two-Axis Target Rate Surface",
|
| 329 |
+
"primary_family": "conditional_dependency_structure",
|
| 330 |
+
"portability": "partial",
|
| 331 |
+
"sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"group_col_2",
|
| 335 |
+
"target_col"
|
| 336 |
+
]
|
| 337 |
+
}
|
| 338 |
+
]
|
| 339 |
+
|
| 340 |
+
Problem instance:
|
| 341 |
+
{
|
| 342 |
+
"dataset_id": "c5",
|
| 343 |
+
"question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=stalk-root, target_col=class.",
|
| 344 |
+
"planned_template_id": "tpl_c2_two_dim_target_rate",
|
| 345 |
+
"bindings": {
|
| 346 |
+
"group_col": "odor",
|
| 347 |
+
"group_col_2": "stalk-root",
|
| 348 |
+
"target_col": "class",
|
| 349 |
+
"target_value": "POISONOUS",
|
| 350 |
+
"top_k": 10,
|
| 351 |
+
"top_n": 4,
|
| 352 |
+
"num_tiles": 10,
|
| 353 |
+
"percentile_value": 0.9,
|
| 354 |
+
"z_threshold": 2.0,
|
| 355 |
+
"fraction_threshold": 0.1,
|
| 356 |
+
"baseline_multiplier": 1.5,
|
| 357 |
+
"baseline_fraction": 0.1,
|
| 358 |
+
"min_group_size": 5,
|
| 359 |
+
"min_support": 5,
|
| 360 |
+
"measure_threshold": 0.0,
|
| 361 |
+
"time_grain": "month",
|
| 362 |
+
"lookback_rows": 3,
|
| 363 |
+
"current_period_start": "'2024-01-01'",
|
| 364 |
+
"current_period_end": "'2024-04-01'",
|
| 365 |
+
"previous_period_start": "'2023-10-01'",
|
| 366 |
+
"previous_period_end": "'2024-01-01'",
|
| 367 |
+
"drift_ratio_threshold": 0.8
|
| 368 |
+
},
|
| 369 |
+
"can_vary": [],
|
| 370 |
+
"must_fix": [],
|
| 371 |
+
"runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
|
| 372 |
+
}
|
| 373 |
+
|
| 374 |
+
Repair context:
|
| 375 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-9b5b-72a0-92b4-d0c74771df18"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-9b5b-72a0-92b4-d0c74771df18"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_2.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-ab6c-75c2-ba9c-0a81bc5d7fc3"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_response_attempt_2.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-ab6c-75c2-ba9c-0a81bc5d7fc3"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0bf9c8f58903182c/cli/sql_stderr_attempt_2.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_attempt_1.metadata.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"attempt": 1,
|
| 3 |
+
"phase": "sql_generation",
|
| 4 |
+
"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
|
| 5 |
+
"started_at": "2026-05-19T16:17:19.160751+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:17:22.116872+00:00",
|
| 7 |
+
"elapsed_ms": 2956.07,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 12768,
|
| 11 |
+
"bytes_utf8": 12768,
|
| 12 |
+
"lines": 374,
|
| 13 |
+
"estimated_tokens": null
|
| 14 |
+
},
|
| 15 |
+
"stdout_metrics": {
|
| 16 |
+
"chars": 281,
|
| 17 |
+
"bytes_utf8": 281,
|
| 18 |
+
"lines": 4,
|
| 19 |
+
"estimated_tokens": null
|
| 20 |
+
},
|
| 21 |
+
"stderr_metrics": {
|
| 22 |
+
"chars": 0,
|
| 23 |
+
"bytes_utf8": 0,
|
| 24 |
+
"lines": 0,
|
| 25 |
+
"estimated_tokens": null
|
| 26 |
+
},
|
| 27 |
+
"parsed_output": {
|
| 28 |
+
"format": "jsonl_events",
|
| 29 |
+
"text_metrics": {
|
| 30 |
+
"chars": 280,
|
| 31 |
+
"bytes_utf8": 280,
|
| 32 |
+
"lines": 4,
|
| 33 |
+
"estimated_tokens": null
|
| 34 |
+
},
|
| 35 |
+
"usage": {}
|
| 36 |
+
},
|
| 37 |
+
"status": "failed",
|
| 38 |
+
"error": "AI CLI command failed with exit code 1: ",
|
| 39 |
+
"prompt_path": "cli/sql_prompt_attempt_1.txt",
|
| 40 |
+
"response_path": "cli/sql_response_attempt_1.txt",
|
| 41 |
+
"raw_response_path": "cli/sql_response_attempt_1.raw.txt",
|
| 42 |
+
"stderr_path": "cli/sql_stderr_attempt_1.txt"
|
| 43 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_attempt_2.metadata.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"attempt": 2,
|
| 3 |
+
"phase": "sql_generation",
|
| 4 |
+
"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
|
| 5 |
+
"started_at": "2026-05-19T16:17:23.120191+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:17:29.327965+00:00",
|
| 7 |
+
"elapsed_ms": 6207.69,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 12768,
|
| 11 |
+
"bytes_utf8": 12768,
|
| 12 |
+
"lines": 374,
|
| 13 |
+
"estimated_tokens": null
|
| 14 |
+
},
|
| 15 |
+
"stdout_metrics": {
|
| 16 |
+
"chars": 281,
|
| 17 |
+
"bytes_utf8": 281,
|
| 18 |
+
"lines": 4,
|
| 19 |
+
"estimated_tokens": null
|
| 20 |
+
},
|
| 21 |
+
"stderr_metrics": {
|
| 22 |
+
"chars": 0,
|
| 23 |
+
"bytes_utf8": 0,
|
| 24 |
+
"lines": 0,
|
| 25 |
+
"estimated_tokens": null
|
| 26 |
+
},
|
| 27 |
+
"parsed_output": {
|
| 28 |
+
"format": "jsonl_events",
|
| 29 |
+
"text_metrics": {
|
| 30 |
+
"chars": 280,
|
| 31 |
+
"bytes_utf8": 280,
|
| 32 |
+
"lines": 4,
|
| 33 |
+
"estimated_tokens": null
|
| 34 |
+
},
|
| 35 |
+
"usage": {}
|
| 36 |
+
},
|
| 37 |
+
"status": "failed",
|
| 38 |
+
"error": "AI CLI command failed with exit code 1: ",
|
| 39 |
+
"prompt_path": "cli/sql_prompt_attempt_2.txt",
|
| 40 |
+
"response_path": "cli/sql_response_attempt_2.txt",
|
| 41 |
+
"raw_response_path": "cli/sql_response_attempt_2.raw.txt",
|
| 42 |
+
"stderr_path": "cli/sql_stderr_attempt_2.txt"
|
| 43 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_prompt_attempt_1.txt
ADDED
|
@@ -0,0 +1,374 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
|
|
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|
|
|
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|
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|
|
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|
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|
|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_clickbench_filtered_topk_group_count",
|
| 328 |
+
"template_name": "Filtered Top-k Group Count",
|
| 329 |
+
"primary_family": "subgroup_structure",
|
| 330 |
+
"portability": "yes",
|
| 331 |
+
"sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"predicate_col"
|
| 335 |
+
]
|
| 336 |
+
}
|
| 337 |
+
]
|
| 338 |
+
|
| 339 |
+
Problem instance:
|
| 340 |
+
{
|
| 341 |
+
"dataset_id": "c5",
|
| 342 |
+
"question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=spore-print-color.",
|
| 343 |
+
"planned_template_id": "tpl_clickbench_filtered_topk_group_count",
|
| 344 |
+
"bindings": {
|
| 345 |
+
"group_col": "spore-print-color",
|
| 346 |
+
"predicate_col": "spore-print-color",
|
| 347 |
+
"predicate_op": "=",
|
| 348 |
+
"predicate_value": "WHITE",
|
| 349 |
+
"top_k": 12,
|
| 350 |
+
"top_n": 3,
|
| 351 |
+
"num_tiles": 10,
|
| 352 |
+
"percentile_value": 0.95,
|
| 353 |
+
"z_threshold": 2.0,
|
| 354 |
+
"fraction_threshold": 0.1,
|
| 355 |
+
"baseline_multiplier": 1.5,
|
| 356 |
+
"baseline_fraction": 0.1,
|
| 357 |
+
"min_group_size": 5,
|
| 358 |
+
"min_support": 5,
|
| 359 |
+
"measure_threshold": 0.0,
|
| 360 |
+
"time_grain": "month",
|
| 361 |
+
"lookback_rows": 3,
|
| 362 |
+
"current_period_start": "'2024-01-01'",
|
| 363 |
+
"current_period_end": "'2024-04-01'",
|
| 364 |
+
"previous_period_start": "'2023-10-01'",
|
| 365 |
+
"previous_period_end": "'2024-01-01'",
|
| 366 |
+
"drift_ratio_threshold": 0.8
|
| 367 |
+
},
|
| 368 |
+
"can_vary": [],
|
| 369 |
+
"must_fix": [],
|
| 370 |
+
"runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
|
| 371 |
+
}
|
| 372 |
+
|
| 373 |
+
Repair context:
|
| 374 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_prompt_attempt_2.txt
ADDED
|
@@ -0,0 +1,374 @@
|
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|
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|
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|
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|
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|
|
|
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|
|
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|
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|
|
|
|
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
|
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|
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|
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|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
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|
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|
|
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_clickbench_filtered_topk_group_count",
|
| 328 |
+
"template_name": "Filtered Top-k Group Count",
|
| 329 |
+
"primary_family": "subgroup_structure",
|
| 330 |
+
"portability": "yes",
|
| 331 |
+
"sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"predicate_col"
|
| 335 |
+
]
|
| 336 |
+
}
|
| 337 |
+
]
|
| 338 |
+
|
| 339 |
+
Problem instance:
|
| 340 |
+
{
|
| 341 |
+
"dataset_id": "c5",
|
| 342 |
+
"question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=spore-print-color.",
|
| 343 |
+
"planned_template_id": "tpl_clickbench_filtered_topk_group_count",
|
| 344 |
+
"bindings": {
|
| 345 |
+
"group_col": "spore-print-color",
|
| 346 |
+
"predicate_col": "spore-print-color",
|
| 347 |
+
"predicate_op": "=",
|
| 348 |
+
"predicate_value": "WHITE",
|
| 349 |
+
"top_k": 12,
|
| 350 |
+
"top_n": 3,
|
| 351 |
+
"num_tiles": 10,
|
| 352 |
+
"percentile_value": 0.95,
|
| 353 |
+
"z_threshold": 2.0,
|
| 354 |
+
"fraction_threshold": 0.1,
|
| 355 |
+
"baseline_multiplier": 1.5,
|
| 356 |
+
"baseline_fraction": 0.1,
|
| 357 |
+
"min_group_size": 5,
|
| 358 |
+
"min_support": 5,
|
| 359 |
+
"measure_threshold": 0.0,
|
| 360 |
+
"time_grain": "month",
|
| 361 |
+
"lookback_rows": 3,
|
| 362 |
+
"current_period_start": "'2024-01-01'",
|
| 363 |
+
"current_period_end": "'2024-04-01'",
|
| 364 |
+
"previous_period_start": "'2023-10-01'",
|
| 365 |
+
"previous_period_end": "'2024-01-01'",
|
| 366 |
+
"drift_ratio_threshold": 0.8
|
| 367 |
+
},
|
| 368 |
+
"can_vary": [],
|
| 369 |
+
"must_fix": [],
|
| 370 |
+
"runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
|
| 371 |
+
}
|
| 372 |
+
|
| 373 |
+
Repair context:
|
| 374 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4107-04a7-7d61-930f-ad359d966d73"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4107-04a7-7d61-930f-ad359d966d73"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_2.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4107-1425-7200-9343-c4ffb79ca9be"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_response_attempt_2.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4107-1425-7200-9343-c4ffb79ca9be"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c1489be74e24b6a/cli/sql_stderr_attempt_2.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_attempt_1.metadata.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"attempt": 1,
|
| 3 |
+
"phase": "sql_generation",
|
| 4 |
+
"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
|
| 5 |
+
"started_at": "2026-05-19T16:05:20.506914+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:05:23.849567+00:00",
|
| 7 |
+
"elapsed_ms": 3342.62,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 13389,
|
| 11 |
+
"bytes_utf8": 13389,
|
| 12 |
+
"lines": 375,
|
| 13 |
+
"estimated_tokens": null
|
| 14 |
+
},
|
| 15 |
+
"stdout_metrics": {
|
| 16 |
+
"chars": 281,
|
| 17 |
+
"bytes_utf8": 281,
|
| 18 |
+
"lines": 4,
|
| 19 |
+
"estimated_tokens": null
|
| 20 |
+
},
|
| 21 |
+
"stderr_metrics": {
|
| 22 |
+
"chars": 0,
|
| 23 |
+
"bytes_utf8": 0,
|
| 24 |
+
"lines": 0,
|
| 25 |
+
"estimated_tokens": null
|
| 26 |
+
},
|
| 27 |
+
"parsed_output": {
|
| 28 |
+
"format": "jsonl_events",
|
| 29 |
+
"text_metrics": {
|
| 30 |
+
"chars": 280,
|
| 31 |
+
"bytes_utf8": 280,
|
| 32 |
+
"lines": 4,
|
| 33 |
+
"estimated_tokens": null
|
| 34 |
+
},
|
| 35 |
+
"usage": {}
|
| 36 |
+
},
|
| 37 |
+
"status": "failed",
|
| 38 |
+
"error": "AI CLI command failed with exit code 1: ",
|
| 39 |
+
"prompt_path": "cli/sql_prompt_attempt_1.txt",
|
| 40 |
+
"response_path": "cli/sql_response_attempt_1.txt",
|
| 41 |
+
"raw_response_path": "cli/sql_response_attempt_1.raw.txt",
|
| 42 |
+
"stderr_path": "cli/sql_stderr_attempt_1.txt"
|
| 43 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_attempt_2.metadata.json
ADDED
|
@@ -0,0 +1,43 @@
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| 1 |
+
{
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| 2 |
+
"attempt": 2,
|
| 3 |
+
"phase": "sql_generation",
|
| 4 |
+
"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
|
| 5 |
+
"started_at": "2026-05-19T16:05:24.852701+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:05:28.009731+00:00",
|
| 7 |
+
"elapsed_ms": 3156.98,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 13389,
|
| 11 |
+
"bytes_utf8": 13389,
|
| 12 |
+
"lines": 375,
|
| 13 |
+
"estimated_tokens": null
|
| 14 |
+
},
|
| 15 |
+
"stdout_metrics": {
|
| 16 |
+
"chars": 281,
|
| 17 |
+
"bytes_utf8": 281,
|
| 18 |
+
"lines": 4,
|
| 19 |
+
"estimated_tokens": null
|
| 20 |
+
},
|
| 21 |
+
"stderr_metrics": {
|
| 22 |
+
"chars": 0,
|
| 23 |
+
"bytes_utf8": 0,
|
| 24 |
+
"lines": 0,
|
| 25 |
+
"estimated_tokens": null
|
| 26 |
+
},
|
| 27 |
+
"parsed_output": {
|
| 28 |
+
"format": "jsonl_events",
|
| 29 |
+
"text_metrics": {
|
| 30 |
+
"chars": 280,
|
| 31 |
+
"bytes_utf8": 280,
|
| 32 |
+
"lines": 4,
|
| 33 |
+
"estimated_tokens": null
|
| 34 |
+
},
|
| 35 |
+
"usage": {}
|
| 36 |
+
},
|
| 37 |
+
"status": "failed",
|
| 38 |
+
"error": "AI CLI command failed with exit code 1: ",
|
| 39 |
+
"prompt_path": "cli/sql_prompt_attempt_2.txt",
|
| 40 |
+
"response_path": "cli/sql_response_attempt_2.txt",
|
| 41 |
+
"raw_response_path": "cli/sql_response_attempt_2.raw.txt",
|
| 42 |
+
"stderr_path": "cli/sql_stderr_attempt_2.txt"
|
| 43 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_prompt_attempt_1.txt
ADDED
|
@@ -0,0 +1,375 @@
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|
|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_m4_group_ratio_two_conditions",
|
| 328 |
+
"template_name": "Grouped Ratio of Two Conditions",
|
| 329 |
+
"primary_family": "conditional_dependency_structure",
|
| 330 |
+
"portability": "yes",
|
| 331 |
+
"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;",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"condition_col"
|
| 335 |
+
]
|
| 336 |
+
}
|
| 337 |
+
]
|
| 338 |
+
|
| 339 |
+
Problem instance:
|
| 340 |
+
{
|
| 341 |
+
"dataset_id": "c5",
|
| 342 |
+
"question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=veil-type, condition_col=stalk-shape.",
|
| 343 |
+
"planned_template_id": "tpl_m4_group_ratio_two_conditions",
|
| 344 |
+
"bindings": {
|
| 345 |
+
"group_col": "veil-type",
|
| 346 |
+
"condition_col": "stalk-shape",
|
| 347 |
+
"condition_value": "TAPERING",
|
| 348 |
+
"positive_value": "TAPERING",
|
| 349 |
+
"negative_value": "ENLARGING",
|
| 350 |
+
"top_k": 14,
|
| 351 |
+
"top_n": 6,
|
| 352 |
+
"num_tiles": 10,
|
| 353 |
+
"percentile_value": 0.9,
|
| 354 |
+
"z_threshold": 2.0,
|
| 355 |
+
"fraction_threshold": 0.1,
|
| 356 |
+
"baseline_multiplier": 1.5,
|
| 357 |
+
"baseline_fraction": 0.1,
|
| 358 |
+
"min_group_size": 5,
|
| 359 |
+
"min_support": 5,
|
| 360 |
+
"measure_threshold": 0.0,
|
| 361 |
+
"time_grain": "month",
|
| 362 |
+
"lookback_rows": 3,
|
| 363 |
+
"current_period_start": "'2024-01-01'",
|
| 364 |
+
"current_period_end": "'2024-04-01'",
|
| 365 |
+
"previous_period_start": "'2023-10-01'",
|
| 366 |
+
"previous_period_end": "'2024-01-01'",
|
| 367 |
+
"drift_ratio_threshold": 0.8
|
| 368 |
+
},
|
| 369 |
+
"can_vary": [],
|
| 370 |
+
"must_fix": [],
|
| 371 |
+
"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;"
|
| 372 |
+
}
|
| 373 |
+
|
| 374 |
+
Repair context:
|
| 375 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_prompt_attempt_2.txt
ADDED
|
@@ -0,0 +1,375 @@
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|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_m4_group_ratio_two_conditions",
|
| 328 |
+
"template_name": "Grouped Ratio of Two Conditions",
|
| 329 |
+
"primary_family": "conditional_dependency_structure",
|
| 330 |
+
"portability": "yes",
|
| 331 |
+
"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;",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"condition_col"
|
| 335 |
+
]
|
| 336 |
+
}
|
| 337 |
+
]
|
| 338 |
+
|
| 339 |
+
Problem instance:
|
| 340 |
+
{
|
| 341 |
+
"dataset_id": "c5",
|
| 342 |
+
"question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=veil-type, condition_col=stalk-shape.",
|
| 343 |
+
"planned_template_id": "tpl_m4_group_ratio_two_conditions",
|
| 344 |
+
"bindings": {
|
| 345 |
+
"group_col": "veil-type",
|
| 346 |
+
"condition_col": "stalk-shape",
|
| 347 |
+
"condition_value": "TAPERING",
|
| 348 |
+
"positive_value": "TAPERING",
|
| 349 |
+
"negative_value": "ENLARGING",
|
| 350 |
+
"top_k": 14,
|
| 351 |
+
"top_n": 6,
|
| 352 |
+
"num_tiles": 10,
|
| 353 |
+
"percentile_value": 0.9,
|
| 354 |
+
"z_threshold": 2.0,
|
| 355 |
+
"fraction_threshold": 0.1,
|
| 356 |
+
"baseline_multiplier": 1.5,
|
| 357 |
+
"baseline_fraction": 0.1,
|
| 358 |
+
"min_group_size": 5,
|
| 359 |
+
"min_support": 5,
|
| 360 |
+
"measure_threshold": 0.0,
|
| 361 |
+
"time_grain": "month",
|
| 362 |
+
"lookback_rows": 3,
|
| 363 |
+
"current_period_start": "'2024-01-01'",
|
| 364 |
+
"current_period_end": "'2024-04-01'",
|
| 365 |
+
"previous_period_start": "'2023-10-01'",
|
| 366 |
+
"previous_period_end": "'2024-01-01'",
|
| 367 |
+
"drift_ratio_threshold": 0.8
|
| 368 |
+
},
|
| 369 |
+
"can_vary": [],
|
| 370 |
+
"must_fix": [],
|
| 371 |
+
"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;"
|
| 372 |
+
}
|
| 373 |
+
|
| 374 |
+
Repair context:
|
| 375 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e40fc-0d1f-7e41-b367-a6e788410a2b"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e40fc-0d1f-7e41-b367-a6e788410a2b"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_2.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e40fc-1e09-7962-ab19-2cd000fc0642"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_response_attempt_2.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e40fc-1e09-7962-ab19-2cd000fc0642"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0c8175d93f74ec25/cli/sql_stderr_attempt_2.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_attempt_1.metadata.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"attempt": 1,
|
| 3 |
+
"phase": "sql_generation",
|
| 4 |
+
"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
|
| 5 |
+
"started_at": "2026-05-19T16:15:53.960658+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:15:58.158172+00:00",
|
| 7 |
+
"elapsed_ms": 4197.48,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 12853,
|
| 11 |
+
"bytes_utf8": 12853,
|
| 12 |
+
"lines": 375,
|
| 13 |
+
"estimated_tokens": null
|
| 14 |
+
},
|
| 15 |
+
"stdout_metrics": {
|
| 16 |
+
"chars": 281,
|
| 17 |
+
"bytes_utf8": 281,
|
| 18 |
+
"lines": 4,
|
| 19 |
+
"estimated_tokens": null
|
| 20 |
+
},
|
| 21 |
+
"stderr_metrics": {
|
| 22 |
+
"chars": 0,
|
| 23 |
+
"bytes_utf8": 0,
|
| 24 |
+
"lines": 0,
|
| 25 |
+
"estimated_tokens": null
|
| 26 |
+
},
|
| 27 |
+
"parsed_output": {
|
| 28 |
+
"format": "jsonl_events",
|
| 29 |
+
"text_metrics": {
|
| 30 |
+
"chars": 280,
|
| 31 |
+
"bytes_utf8": 280,
|
| 32 |
+
"lines": 4,
|
| 33 |
+
"estimated_tokens": null
|
| 34 |
+
},
|
| 35 |
+
"usage": {}
|
| 36 |
+
},
|
| 37 |
+
"status": "failed",
|
| 38 |
+
"error": "AI CLI command failed with exit code 1: ",
|
| 39 |
+
"prompt_path": "cli/sql_prompt_attempt_1.txt",
|
| 40 |
+
"response_path": "cli/sql_response_attempt_1.txt",
|
| 41 |
+
"raw_response_path": "cli/sql_response_attempt_1.raw.txt",
|
| 42 |
+
"stderr_path": "cli/sql_stderr_attempt_1.txt"
|
| 43 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_attempt_2.metadata.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"attempt": 2,
|
| 3 |
+
"phase": "sql_generation",
|
| 4 |
+
"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
|
| 5 |
+
"started_at": "2026-05-19T16:15:59.161069+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:16:05.459110+00:00",
|
| 7 |
+
"elapsed_ms": 6297.99,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 12853,
|
| 11 |
+
"bytes_utf8": 12853,
|
| 12 |
+
"lines": 375,
|
| 13 |
+
"estimated_tokens": null
|
| 14 |
+
},
|
| 15 |
+
"stdout_metrics": {
|
| 16 |
+
"chars": 281,
|
| 17 |
+
"bytes_utf8": 281,
|
| 18 |
+
"lines": 4,
|
| 19 |
+
"estimated_tokens": null
|
| 20 |
+
},
|
| 21 |
+
"stderr_metrics": {
|
| 22 |
+
"chars": 0,
|
| 23 |
+
"bytes_utf8": 0,
|
| 24 |
+
"lines": 0,
|
| 25 |
+
"estimated_tokens": null
|
| 26 |
+
},
|
| 27 |
+
"parsed_output": {
|
| 28 |
+
"format": "jsonl_events",
|
| 29 |
+
"text_metrics": {
|
| 30 |
+
"chars": 280,
|
| 31 |
+
"bytes_utf8": 280,
|
| 32 |
+
"lines": 4,
|
| 33 |
+
"estimated_tokens": null
|
| 34 |
+
},
|
| 35 |
+
"usage": {}
|
| 36 |
+
},
|
| 37 |
+
"status": "failed",
|
| 38 |
+
"error": "AI CLI command failed with exit code 1: ",
|
| 39 |
+
"prompt_path": "cli/sql_prompt_attempt_2.txt",
|
| 40 |
+
"response_path": "cli/sql_response_attempt_2.txt",
|
| 41 |
+
"raw_response_path": "cli/sql_response_attempt_2.raw.txt",
|
| 42 |
+
"stderr_path": "cli/sql_stderr_attempt_2.txt"
|
| 43 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_prompt_attempt_1.txt
ADDED
|
@@ -0,0 +1,375 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
|
|
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|
|
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|
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|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
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|
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|
|
|
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|
|
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|
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|
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|
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|
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|
|
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|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_c2_two_dim_target_rate",
|
| 328 |
+
"template_name": "Two-Axis Target Rate Surface",
|
| 329 |
+
"primary_family": "conditional_dependency_structure",
|
| 330 |
+
"portability": "partial",
|
| 331 |
+
"sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"group_col_2",
|
| 335 |
+
"target_col"
|
| 336 |
+
]
|
| 337 |
+
}
|
| 338 |
+
]
|
| 339 |
+
|
| 340 |
+
Problem instance:
|
| 341 |
+
{
|
| 342 |
+
"dataset_id": "c5",
|
| 343 |
+
"question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=stalk-root, target_col=class.",
|
| 344 |
+
"planned_template_id": "tpl_c2_two_dim_target_rate",
|
| 345 |
+
"bindings": {
|
| 346 |
+
"group_col": "odor",
|
| 347 |
+
"group_col_2": "stalk-root",
|
| 348 |
+
"target_col": "class",
|
| 349 |
+
"target_value": "POISONOUS",
|
| 350 |
+
"top_k": 15,
|
| 351 |
+
"top_n": 5,
|
| 352 |
+
"num_tiles": 10,
|
| 353 |
+
"percentile_value": 0.95,
|
| 354 |
+
"z_threshold": 2.0,
|
| 355 |
+
"fraction_threshold": 0.05,
|
| 356 |
+
"baseline_multiplier": 1.75,
|
| 357 |
+
"baseline_fraction": 0.1,
|
| 358 |
+
"min_group_size": 5,
|
| 359 |
+
"min_support": 4,
|
| 360 |
+
"measure_threshold": 0.0,
|
| 361 |
+
"time_grain": "month",
|
| 362 |
+
"lookback_rows": 3,
|
| 363 |
+
"current_period_start": "'2024-01-01'",
|
| 364 |
+
"current_period_end": "'2024-04-01'",
|
| 365 |
+
"previous_period_start": "'2023-10-01'",
|
| 366 |
+
"previous_period_end": "'2024-01-01'",
|
| 367 |
+
"drift_ratio_threshold": 0.8
|
| 368 |
+
},
|
| 369 |
+
"can_vary": [],
|
| 370 |
+
"must_fix": [],
|
| 371 |
+
"runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
|
| 372 |
+
}
|
| 373 |
+
|
| 374 |
+
Repair context:
|
| 375 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_prompt_attempt_2.txt
ADDED
|
@@ -0,0 +1,375 @@
|
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|
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|
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|
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|
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|
|
|
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|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
You are generating one SQLite SELECT query for a single-table SQL QA task.
|
| 2 |
+
Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
|
| 3 |
+
Rules:
|
| 4 |
+
- Use only the provided table and columns.
|
| 5 |
+
- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
|
| 6 |
+
- Prefer the planned template and bound roles when provided.
|
| 7 |
+
- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
|
| 8 |
+
- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
|
| 9 |
+
- Quote identifiers with double quotes.
|
| 10 |
+
- Return no markdown and no extra prose.
|
| 11 |
+
|
| 12 |
+
Dataset context:
|
| 13 |
+
Dataset context for SQL QA:
|
| 14 |
+
- dataset_id: c5
|
| 15 |
+
- dataset_name: Mushroom
|
| 16 |
+
- table_name: c5
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: class
|
| 21 |
+
- main_row_count: 8416
|
| 22 |
+
- important_fields:
|
| 23 |
+
- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
|
| 24 |
+
- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
|
| 25 |
+
- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
|
| 26 |
+
- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
|
| 27 |
+
- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
|
| 28 |
+
- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
|
| 29 |
+
- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
|
| 30 |
+
- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
|
| 31 |
+
- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
|
| 32 |
+
- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
|
| 33 |
+
- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
|
| 34 |
+
- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
|
| 35 |
+
- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
|
| 36 |
+
- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
|
| 37 |
+
- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
|
| 38 |
+
- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
|
| 39 |
+
- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
|
| 40 |
+
- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
|
| 41 |
+
- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
|
| 42 |
+
- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
|
| 43 |
+
- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
|
| 44 |
+
- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
|
| 45 |
+
- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
|
| 46 |
+
- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
|
| 47 |
+
- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
|
| 48 |
+
- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
|
| 49 |
+
|
| 50 |
+
SQLite schema snapshot:
|
| 51 |
+
{
|
| 52 |
+
"table_name": "c5",
|
| 53 |
+
"quoted_table_name": "\"c5\"",
|
| 54 |
+
"row_count": 8416,
|
| 55 |
+
"columns": [
|
| 56 |
+
{
|
| 57 |
+
"name": "class",
|
| 58 |
+
"type": "TEXT",
|
| 59 |
+
"notnull": false,
|
| 60 |
+
"pk": false
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "cap-shape",
|
| 64 |
+
"type": "TEXT",
|
| 65 |
+
"notnull": false,
|
| 66 |
+
"pk": false
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "cap-surface",
|
| 70 |
+
"type": "TEXT",
|
| 71 |
+
"notnull": false,
|
| 72 |
+
"pk": false
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"name": "cap-color",
|
| 76 |
+
"type": "TEXT",
|
| 77 |
+
"notnull": false,
|
| 78 |
+
"pk": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"name": "bruises?",
|
| 82 |
+
"type": "TEXT",
|
| 83 |
+
"notnull": false,
|
| 84 |
+
"pk": false
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"name": "odor",
|
| 88 |
+
"type": "TEXT",
|
| 89 |
+
"notnull": false,
|
| 90 |
+
"pk": false
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"name": "gill-attachment",
|
| 94 |
+
"type": "TEXT",
|
| 95 |
+
"notnull": false,
|
| 96 |
+
"pk": false
|
| 97 |
+
},
|
| 98 |
+
{
|
| 99 |
+
"name": "gill-spacing",
|
| 100 |
+
"type": "TEXT",
|
| 101 |
+
"notnull": false,
|
| 102 |
+
"pk": false
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"name": "gill-size",
|
| 106 |
+
"type": "TEXT",
|
| 107 |
+
"notnull": false,
|
| 108 |
+
"pk": false
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "gill-color",
|
| 112 |
+
"type": "TEXT",
|
| 113 |
+
"notnull": false,
|
| 114 |
+
"pk": false
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"name": "stalk-shape",
|
| 118 |
+
"type": "TEXT",
|
| 119 |
+
"notnull": false,
|
| 120 |
+
"pk": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"name": "stalk-root",
|
| 124 |
+
"type": "TEXT",
|
| 125 |
+
"notnull": false,
|
| 126 |
+
"pk": false
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "stalk-surface-above-ring",
|
| 130 |
+
"type": "TEXT",
|
| 131 |
+
"notnull": false,
|
| 132 |
+
"pk": false
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"name": "stalk-surface-below-ring",
|
| 136 |
+
"type": "TEXT",
|
| 137 |
+
"notnull": false,
|
| 138 |
+
"pk": false
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"name": "stalk-color-above-ring",
|
| 142 |
+
"type": "TEXT",
|
| 143 |
+
"notnull": false,
|
| 144 |
+
"pk": false
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"name": "stalk-color-below-ring",
|
| 148 |
+
"type": "TEXT",
|
| 149 |
+
"notnull": false,
|
| 150 |
+
"pk": false
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"name": "veil-type",
|
| 154 |
+
"type": "TEXT",
|
| 155 |
+
"notnull": false,
|
| 156 |
+
"pk": false
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"name": "veil-color",
|
| 160 |
+
"type": "TEXT",
|
| 161 |
+
"notnull": false,
|
| 162 |
+
"pk": false
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"name": "ring-number",
|
| 166 |
+
"type": "TEXT",
|
| 167 |
+
"notnull": false,
|
| 168 |
+
"pk": false
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"name": "ring-type",
|
| 172 |
+
"type": "TEXT",
|
| 173 |
+
"notnull": false,
|
| 174 |
+
"pk": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"name": "spore-print-color",
|
| 178 |
+
"type": "TEXT",
|
| 179 |
+
"notnull": false,
|
| 180 |
+
"pk": false
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"name": "population",
|
| 184 |
+
"type": "TEXT",
|
| 185 |
+
"notnull": false,
|
| 186 |
+
"pk": false
|
| 187 |
+
},
|
| 188 |
+
{
|
| 189 |
+
"name": "habitat",
|
| 190 |
+
"type": "TEXT",
|
| 191 |
+
"notnull": false,
|
| 192 |
+
"pk": false
|
| 193 |
+
}
|
| 194 |
+
],
|
| 195 |
+
"sample_rows": [
|
| 196 |
+
{
|
| 197 |
+
"class": "EDIBLE",
|
| 198 |
+
"cap-shape": "CONVEX",
|
| 199 |
+
"cap-surface": "SMOOTH",
|
| 200 |
+
"cap-color": "WHITE",
|
| 201 |
+
"bruises?": "BRUISES",
|
| 202 |
+
"odor": "ALMOND",
|
| 203 |
+
"gill-attachment": "FREE",
|
| 204 |
+
"gill-spacing": "CROWDED",
|
| 205 |
+
"gill-size": "NARROW",
|
| 206 |
+
"gill-color": "WHITE",
|
| 207 |
+
"stalk-shape": "TAPERING",
|
| 208 |
+
"stalk-root": "BULBOUS",
|
| 209 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 210 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 211 |
+
"stalk-color-above-ring": "WHITE",
|
| 212 |
+
"stalk-color-below-ring": "WHITE",
|
| 213 |
+
"veil-type": "PARTIAL",
|
| 214 |
+
"veil-color": "WHITE",
|
| 215 |
+
"ring-number": "ONE",
|
| 216 |
+
"ring-type": "PENDANT",
|
| 217 |
+
"spore-print-color": "PURPLE",
|
| 218 |
+
"population": "SEVERAL",
|
| 219 |
+
"habitat": "WOODS"
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"class": "EDIBLE",
|
| 223 |
+
"cap-shape": "CONVEX",
|
| 224 |
+
"cap-surface": "SMOOTH",
|
| 225 |
+
"cap-color": "WHITE",
|
| 226 |
+
"bruises?": "BRUISES",
|
| 227 |
+
"odor": "ALMOND",
|
| 228 |
+
"gill-attachment": "FREE",
|
| 229 |
+
"gill-spacing": "CROWDED",
|
| 230 |
+
"gill-size": "NARROW",
|
| 231 |
+
"gill-color": "WHITE",
|
| 232 |
+
"stalk-shape": "TAPERING",
|
| 233 |
+
"stalk-root": "BULBOUS",
|
| 234 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 235 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 236 |
+
"stalk-color-above-ring": "WHITE",
|
| 237 |
+
"stalk-color-below-ring": "WHITE",
|
| 238 |
+
"veil-type": "PARTIAL",
|
| 239 |
+
"veil-color": "WHITE",
|
| 240 |
+
"ring-number": "ONE",
|
| 241 |
+
"ring-type": "PENDANT",
|
| 242 |
+
"spore-print-color": "BROWN",
|
| 243 |
+
"population": "SEVERAL",
|
| 244 |
+
"habitat": "WOODS"
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"class": "EDIBLE",
|
| 248 |
+
"cap-shape": "CONVEX",
|
| 249 |
+
"cap-surface": "SMOOTH",
|
| 250 |
+
"cap-color": "WHITE",
|
| 251 |
+
"bruises?": "BRUISES",
|
| 252 |
+
"odor": "ALMOND",
|
| 253 |
+
"gill-attachment": "FREE",
|
| 254 |
+
"gill-spacing": "CROWDED",
|
| 255 |
+
"gill-size": "NARROW",
|
| 256 |
+
"gill-color": "PINK",
|
| 257 |
+
"stalk-shape": "TAPERING",
|
| 258 |
+
"stalk-root": "BULBOUS",
|
| 259 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 260 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 261 |
+
"stalk-color-above-ring": "WHITE",
|
| 262 |
+
"stalk-color-below-ring": "WHITE",
|
| 263 |
+
"veil-type": "PARTIAL",
|
| 264 |
+
"veil-color": "WHITE",
|
| 265 |
+
"ring-number": "ONE",
|
| 266 |
+
"ring-type": "PENDANT",
|
| 267 |
+
"spore-print-color": "PURPLE",
|
| 268 |
+
"population": "SEVERAL",
|
| 269 |
+
"habitat": "WOODS"
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"class": "EDIBLE",
|
| 273 |
+
"cap-shape": "CONVEX",
|
| 274 |
+
"cap-surface": "SMOOTH",
|
| 275 |
+
"cap-color": "WHITE",
|
| 276 |
+
"bruises?": "BRUISES",
|
| 277 |
+
"odor": "ALMOND",
|
| 278 |
+
"gill-attachment": "FREE",
|
| 279 |
+
"gill-spacing": "CROWDED",
|
| 280 |
+
"gill-size": "NARROW",
|
| 281 |
+
"gill-color": "PINK",
|
| 282 |
+
"stalk-shape": "TAPERING",
|
| 283 |
+
"stalk-root": "BULBOUS",
|
| 284 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 285 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 286 |
+
"stalk-color-above-ring": "WHITE",
|
| 287 |
+
"stalk-color-below-ring": "WHITE",
|
| 288 |
+
"veil-type": "PARTIAL",
|
| 289 |
+
"veil-color": "WHITE",
|
| 290 |
+
"ring-number": "ONE",
|
| 291 |
+
"ring-type": "PENDANT",
|
| 292 |
+
"spore-print-color": "BROWN",
|
| 293 |
+
"population": "SEVERAL",
|
| 294 |
+
"habitat": "WOODS"
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"class": "EDIBLE",
|
| 298 |
+
"cap-shape": "CONVEX",
|
| 299 |
+
"cap-surface": "SMOOTH",
|
| 300 |
+
"cap-color": "WHITE",
|
| 301 |
+
"bruises?": "BRUISES",
|
| 302 |
+
"odor": "ALMOND",
|
| 303 |
+
"gill-attachment": "FREE",
|
| 304 |
+
"gill-spacing": "CROWDED",
|
| 305 |
+
"gill-size": "NARROW",
|
| 306 |
+
"gill-color": "BROWN",
|
| 307 |
+
"stalk-shape": "TAPERING",
|
| 308 |
+
"stalk-root": "BULBOUS",
|
| 309 |
+
"stalk-surface-above-ring": "SMOOTH",
|
| 310 |
+
"stalk-surface-below-ring": "SMOOTH",
|
| 311 |
+
"stalk-color-above-ring": "WHITE",
|
| 312 |
+
"stalk-color-below-ring": "WHITE",
|
| 313 |
+
"veil-type": "PARTIAL",
|
| 314 |
+
"veil-color": "WHITE",
|
| 315 |
+
"ring-number": "ONE",
|
| 316 |
+
"ring-type": "PENDANT",
|
| 317 |
+
"spore-print-color": "PURPLE",
|
| 318 |
+
"population": "SEVERAL",
|
| 319 |
+
"habitat": "WOODS"
|
| 320 |
+
}
|
| 321 |
+
]
|
| 322 |
+
}
|
| 323 |
+
|
| 324 |
+
Shortlisted templates:
|
| 325 |
+
[
|
| 326 |
+
{
|
| 327 |
+
"template_id": "tpl_c2_two_dim_target_rate",
|
| 328 |
+
"template_name": "Two-Axis Target Rate Surface",
|
| 329 |
+
"primary_family": "conditional_dependency_structure",
|
| 330 |
+
"portability": "partial",
|
| 331 |
+
"sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
|
| 332 |
+
"required_roles": [
|
| 333 |
+
"group_col",
|
| 334 |
+
"group_col_2",
|
| 335 |
+
"target_col"
|
| 336 |
+
]
|
| 337 |
+
}
|
| 338 |
+
]
|
| 339 |
+
|
| 340 |
+
Problem instance:
|
| 341 |
+
{
|
| 342 |
+
"dataset_id": "c5",
|
| 343 |
+
"question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=stalk-root, target_col=class.",
|
| 344 |
+
"planned_template_id": "tpl_c2_two_dim_target_rate",
|
| 345 |
+
"bindings": {
|
| 346 |
+
"group_col": "odor",
|
| 347 |
+
"group_col_2": "stalk-root",
|
| 348 |
+
"target_col": "class",
|
| 349 |
+
"target_value": "POISONOUS",
|
| 350 |
+
"top_k": 15,
|
| 351 |
+
"top_n": 5,
|
| 352 |
+
"num_tiles": 10,
|
| 353 |
+
"percentile_value": 0.95,
|
| 354 |
+
"z_threshold": 2.0,
|
| 355 |
+
"fraction_threshold": 0.05,
|
| 356 |
+
"baseline_multiplier": 1.75,
|
| 357 |
+
"baseline_fraction": 0.1,
|
| 358 |
+
"min_group_size": 5,
|
| 359 |
+
"min_support": 4,
|
| 360 |
+
"measure_threshold": 0.0,
|
| 361 |
+
"time_grain": "month",
|
| 362 |
+
"lookback_rows": 3,
|
| 363 |
+
"current_period_start": "'2024-01-01'",
|
| 364 |
+
"current_period_end": "'2024-04-01'",
|
| 365 |
+
"previous_period_start": "'2023-10-01'",
|
| 366 |
+
"previous_period_end": "'2024-01-01'",
|
| 367 |
+
"drift_ratio_threshold": 0.8
|
| 368 |
+
},
|
| 369 |
+
"can_vary": [],
|
| 370 |
+
"must_fix": [],
|
| 371 |
+
"runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
|
| 372 |
+
}
|
| 373 |
+
|
| 374 |
+
Repair context:
|
| 375 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-b77e-72e3-b2c5-5c648ea1718f"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-b77e-72e3-b2c5-5c648ea1718f"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_2.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-cbd9-7b60-a13b-4c6e50a28948"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_response_attempt_2.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-cbd9-7b60-a13b-4c6e50a28948"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
|
| 4 |
+
{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/cli/sql_stderr_attempt_2.txt
ADDED
|
File without changes
|