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- Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_1.metadata.json +43 -0
- Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_2.metadata.json +43 -0
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- Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_prompt_attempt_2.txt +406 -0
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- Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_attempt_2.metadata.json +43 -0
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Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_1.metadata.json
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Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_attempt_2.metadata.json
ADDED
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{
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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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"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/n7/artifacts/v2q_n7_015ff1cbcd67ad40/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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_grouped_percentile_point",
|
| 364 |
+
"template_name": "Grouped Percentile Point",
|
| 365 |
+
"primary_family": "tail_rarity_structure",
|
| 366 |
+
"portability": "yes",
|
| 367 |
+
"sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"group_col",
|
| 370 |
+
"measure_col"
|
| 371 |
+
]
|
| 372 |
+
}
|
| 373 |
+
]
|
| 374 |
+
|
| 375 |
+
Problem instance:
|
| 376 |
+
{
|
| 377 |
+
"dataset_id": "n7",
|
| 378 |
+
"question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_20.",
|
| 379 |
+
"planned_template_id": "tpl_grouped_percentile_point",
|
| 380 |
+
"bindings": {
|
| 381 |
+
"group_col": "Genus",
|
| 382 |
+
"measure_col": "MFCCs_20",
|
| 383 |
+
"top_k": 18,
|
| 384 |
+
"top_n": 4,
|
| 385 |
+
"num_tiles": 10,
|
| 386 |
+
"percentile_value": 0.9,
|
| 387 |
+
"z_threshold": 2.0,
|
| 388 |
+
"fraction_threshold": 0.05,
|
| 389 |
+
"baseline_multiplier": 1.75,
|
| 390 |
+
"baseline_fraction": 0.1,
|
| 391 |
+
"min_group_size": 5,
|
| 392 |
+
"min_support": 4,
|
| 393 |
+
"measure_threshold": -0.018404,
|
| 394 |
+
"time_grain": "month",
|
| 395 |
+
"lookback_rows": 3,
|
| 396 |
+
"current_period_start": "'2024-01-01'",
|
| 397 |
+
"current_period_end": "'2024-04-01'",
|
| 398 |
+
"previous_period_start": "'2023-10-01'",
|
| 399 |
+
"previous_period_end": "'2024-01-01'",
|
| 400 |
+
"drift_ratio_threshold": 0.8
|
| 401 |
+
},
|
| 402 |
+
"can_vary": [],
|
| 403 |
+
"must_fix": [],
|
| 404 |
+
"runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
|
| 405 |
+
}
|
| 406 |
+
|
| 407 |
+
Repair context:
|
| 408 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_prompt_attempt_2.txt
ADDED
|
@@ -0,0 +1,408 @@
|
|
|
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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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_grouped_percentile_point",
|
| 364 |
+
"template_name": "Grouped Percentile Point",
|
| 365 |
+
"primary_family": "tail_rarity_structure",
|
| 366 |
+
"portability": "yes",
|
| 367 |
+
"sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"group_col",
|
| 370 |
+
"measure_col"
|
| 371 |
+
]
|
| 372 |
+
}
|
| 373 |
+
]
|
| 374 |
+
|
| 375 |
+
Problem instance:
|
| 376 |
+
{
|
| 377 |
+
"dataset_id": "n7",
|
| 378 |
+
"question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Genus, measure_col=MFCCs_20.",
|
| 379 |
+
"planned_template_id": "tpl_grouped_percentile_point",
|
| 380 |
+
"bindings": {
|
| 381 |
+
"group_col": "Genus",
|
| 382 |
+
"measure_col": "MFCCs_20",
|
| 383 |
+
"top_k": 18,
|
| 384 |
+
"top_n": 4,
|
| 385 |
+
"num_tiles": 10,
|
| 386 |
+
"percentile_value": 0.9,
|
| 387 |
+
"z_threshold": 2.0,
|
| 388 |
+
"fraction_threshold": 0.05,
|
| 389 |
+
"baseline_multiplier": 1.75,
|
| 390 |
+
"baseline_fraction": 0.1,
|
| 391 |
+
"min_group_size": 5,
|
| 392 |
+
"min_support": 4,
|
| 393 |
+
"measure_threshold": -0.018404,
|
| 394 |
+
"time_grain": "month",
|
| 395 |
+
"lookback_rows": 3,
|
| 396 |
+
"current_period_start": "'2024-01-01'",
|
| 397 |
+
"current_period_end": "'2024-04-01'",
|
| 398 |
+
"previous_period_start": "'2023-10-01'",
|
| 399 |
+
"previous_period_end": "'2024-01-01'",
|
| 400 |
+
"drift_ratio_threshold": 0.8
|
| 401 |
+
},
|
| 402 |
+
"can_vary": [],
|
| 403 |
+
"must_fix": [],
|
| 404 |
+
"runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
|
| 405 |
+
}
|
| 406 |
+
|
| 407 |
+
Repair context:
|
| 408 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4108-93f6-7551-88db-ef6e8265e422"}
|
| 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/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4108-93f6-7551-88db-ef6e8265e422"}
|
| 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/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_2.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4108-a38a-7be3-a7c6-2de86fb6e3c4"}
|
| 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/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_response_attempt_2.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4108-a38a-7be3-a7c6-2de86fb6e3c4"}
|
| 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/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_015ff1cbcd67ad40/cli/sql_stderr_attempt_2.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/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": "2026-05-19T16:14:21.944380+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:14:25.189351+00:00",
|
| 7 |
+
"elapsed_ms": 3244.94,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 14696,
|
| 11 |
+
"bytes_utf8": 14696,
|
| 12 |
+
"lines": 406,
|
| 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/n7/artifacts/v2q_n7_039c7a8fb24229a8/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": "2026-05-19T16:14:26.191919+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:14:29.304351+00:00",
|
| 7 |
+
"elapsed_ms": 3112.38,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 14696,
|
| 11 |
+
"bytes_utf8": 14696,
|
| 12 |
+
"lines": 406,
|
| 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/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_prompt_attempt_1.txt
ADDED
|
@@ -0,0 +1,406 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_m4_quantile_tail_slice",
|
| 364 |
+
"template_name": "Quantile Tail Slice",
|
| 365 |
+
"primary_family": "tail_rarity_structure",
|
| 366 |
+
"portability": "partial",
|
| 367 |
+
"sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"measure_col"
|
| 370 |
+
]
|
| 371 |
+
}
|
| 372 |
+
]
|
| 373 |
+
|
| 374 |
+
Problem instance:
|
| 375 |
+
{
|
| 376 |
+
"dataset_id": "n7",
|
| 377 |
+
"question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_16.",
|
| 378 |
+
"planned_template_id": "tpl_m4_quantile_tail_slice",
|
| 379 |
+
"bindings": {
|
| 380 |
+
"measure_col": "MFCCs_16",
|
| 381 |
+
"top_k": 11,
|
| 382 |
+
"top_n": 4,
|
| 383 |
+
"num_tiles": 10,
|
| 384 |
+
"percentile_value": 0.9,
|
| 385 |
+
"z_threshold": 2.0,
|
| 386 |
+
"fraction_threshold": 0.1,
|
| 387 |
+
"baseline_multiplier": 1.5,
|
| 388 |
+
"baseline_fraction": 0.1,
|
| 389 |
+
"min_group_size": 5,
|
| 390 |
+
"min_support": 5,
|
| 391 |
+
"measure_threshold": 0.107046,
|
| 392 |
+
"time_grain": "month",
|
| 393 |
+
"lookback_rows": 3,
|
| 394 |
+
"current_period_start": "'2024-01-01'",
|
| 395 |
+
"current_period_end": "'2024-04-01'",
|
| 396 |
+
"previous_period_start": "'2023-10-01'",
|
| 397 |
+
"previous_period_end": "'2024-01-01'",
|
| 398 |
+
"drift_ratio_threshold": 0.8
|
| 399 |
+
},
|
| 400 |
+
"can_vary": [],
|
| 401 |
+
"must_fix": [],
|
| 402 |
+
"runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
|
| 403 |
+
}
|
| 404 |
+
|
| 405 |
+
Repair context:
|
| 406 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_prompt_attempt_2.txt
ADDED
|
@@ -0,0 +1,406 @@
|
|
|
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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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_m4_quantile_tail_slice",
|
| 364 |
+
"template_name": "Quantile Tail Slice",
|
| 365 |
+
"primary_family": "tail_rarity_structure",
|
| 366 |
+
"portability": "partial",
|
| 367 |
+
"sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"measure_col"
|
| 370 |
+
]
|
| 371 |
+
}
|
| 372 |
+
]
|
| 373 |
+
|
| 374 |
+
Problem instance:
|
| 375 |
+
{
|
| 376 |
+
"dataset_id": "n7",
|
| 377 |
+
"question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MFCCs_16.",
|
| 378 |
+
"planned_template_id": "tpl_m4_quantile_tail_slice",
|
| 379 |
+
"bindings": {
|
| 380 |
+
"measure_col": "MFCCs_16",
|
| 381 |
+
"top_k": 11,
|
| 382 |
+
"top_n": 4,
|
| 383 |
+
"num_tiles": 10,
|
| 384 |
+
"percentile_value": 0.9,
|
| 385 |
+
"z_threshold": 2.0,
|
| 386 |
+
"fraction_threshold": 0.1,
|
| 387 |
+
"baseline_multiplier": 1.5,
|
| 388 |
+
"baseline_fraction": 0.1,
|
| 389 |
+
"min_group_size": 5,
|
| 390 |
+
"min_support": 5,
|
| 391 |
+
"measure_threshold": 0.107046,
|
| 392 |
+
"time_grain": "month",
|
| 393 |
+
"lookback_rows": 3,
|
| 394 |
+
"current_period_start": "'2024-01-01'",
|
| 395 |
+
"current_period_end": "'2024-04-01'",
|
| 396 |
+
"previous_period_start": "'2023-10-01'",
|
| 397 |
+
"previous_period_end": "'2024-01-01'",
|
| 398 |
+
"drift_ratio_threshold": 0.8
|
| 399 |
+
},
|
| 400 |
+
"can_vary": [],
|
| 401 |
+
"must_fix": [],
|
| 402 |
+
"runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
|
| 403 |
+
}
|
| 404 |
+
|
| 405 |
+
Repair context:
|
| 406 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4104-5043-7772-9c88-1e9f2d8d29e6"}
|
| 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/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4104-5043-7772-9c88-1e9f2d8d29e6"}
|
| 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/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_2.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4104-608d-7ba0-a976-e4c19aac1a5f"}
|
| 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/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_response_attempt_2.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4104-608d-7ba0-a976-e4c19aac1a5f"}
|
| 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/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_039c7a8fb24229a8/cli/sql_stderr_attempt_2.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/conversation.jsonl
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 14432, "bytes_utf8": 14432, "lines": 406, "estimated_tokens": null}}
|
| 2 |
+
{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 276, "bytes_utf8": 276, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17087, "cached_input_tokens": 15744, "output_tokens": 369, "reasoning_output_tokens": 291}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/session_summary.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"engine": "v2-cli:codex",
|
| 3 |
+
"command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
|
| 4 |
+
"ai_cli_calls": 1,
|
| 5 |
+
"usage_summary": {
|
| 6 |
+
"dataset_id": "n7",
|
| 7 |
+
"model": "v2-cli:codex",
|
| 8 |
+
"run_id": "v2q_n7_0570e5156dbdaf3f",
|
| 9 |
+
"api_calls": 0,
|
| 10 |
+
"input_tokens": 17087,
|
| 11 |
+
"cached_input_tokens": 15744,
|
| 12 |
+
"output_tokens": 369,
|
| 13 |
+
"total_tokens": 17456,
|
| 14 |
+
"cost_usd": 0.0,
|
| 15 |
+
"ai_cli_calls": 1,
|
| 16 |
+
"estimated_input_tokens": 0,
|
| 17 |
+
"estimated_output_tokens": 0,
|
| 18 |
+
"estimated_total_tokens": 0,
|
| 19 |
+
"usage_source": "ai_cli_json_usage",
|
| 20 |
+
"cli_elapsed_ms_total": 9940.05,
|
| 21 |
+
"sql_execution_elapsed_ms_total": 3.53,
|
| 22 |
+
"conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/conversation.jsonl",
|
| 23 |
+
"note": "Executed through a local AI CLI with structured usage metadata."
|
| 24 |
+
}
|
| 25 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_attempt_1.metadata.json
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": "2026-05-19T16:08:50.657708+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:09:00.597780+00:00",
|
| 7 |
+
"elapsed_ms": 9940.05,
|
| 8 |
+
"prompt_metrics": {
|
| 9 |
+
"chars": 14432,
|
| 10 |
+
"bytes_utf8": 14432,
|
| 11 |
+
"lines": 406,
|
| 12 |
+
"estimated_tokens": null
|
| 13 |
+
},
|
| 14 |
+
"stdout_metrics": {
|
| 15 |
+
"chars": 634,
|
| 16 |
+
"bytes_utf8": 634,
|
| 17 |
+
"lines": 4,
|
| 18 |
+
"estimated_tokens": null
|
| 19 |
+
},
|
| 20 |
+
"stderr_metrics": {
|
| 21 |
+
"chars": 0,
|
| 22 |
+
"bytes_utf8": 0,
|
| 23 |
+
"lines": 0,
|
| 24 |
+
"estimated_tokens": null
|
| 25 |
+
},
|
| 26 |
+
"parsed_output": {
|
| 27 |
+
"format": "jsonl_events",
|
| 28 |
+
"text_metrics": {
|
| 29 |
+
"chars": 276,
|
| 30 |
+
"bytes_utf8": 276,
|
| 31 |
+
"lines": 1,
|
| 32 |
+
"estimated_tokens": null
|
| 33 |
+
},
|
| 34 |
+
"usage": {
|
| 35 |
+
"input_tokens": 17087,
|
| 36 |
+
"cached_input_tokens": 15744,
|
| 37 |
+
"output_tokens": 369,
|
| 38 |
+
"reasoning_output_tokens": 291
|
| 39 |
+
}
|
| 40 |
+
},
|
| 41 |
+
"prompt_path": "cli/sql_prompt_attempt_1.txt",
|
| 42 |
+
"response_path": "cli/sql_response_attempt_1.txt",
|
| 43 |
+
"raw_response_path": "cli/sql_response_attempt_1.raw.txt",
|
| 44 |
+
"stderr_path": "cli/sql_stderr_attempt_1.txt"
|
| 45 |
+
}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_prompt_attempt_1.txt
ADDED
|
@@ -0,0 +1,406 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_clickbench_group_count",
|
| 364 |
+
"template_name": "Grouped Count by Category",
|
| 365 |
+
"primary_family": "subgroup_structure",
|
| 366 |
+
"portability": "yes",
|
| 367 |
+
"sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"group_col"
|
| 370 |
+
]
|
| 371 |
+
}
|
| 372 |
+
]
|
| 373 |
+
|
| 374 |
+
Problem instance:
|
| 375 |
+
{
|
| 376 |
+
"dataset_id": "n7",
|
| 377 |
+
"question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Family.",
|
| 378 |
+
"planned_template_id": "tpl_clickbench_group_count",
|
| 379 |
+
"bindings": {
|
| 380 |
+
"group_col": "Family",
|
| 381 |
+
"top_k": 12,
|
| 382 |
+
"top_n": 3,
|
| 383 |
+
"num_tiles": 10,
|
| 384 |
+
"percentile_value": 0.95,
|
| 385 |
+
"z_threshold": 2.0,
|
| 386 |
+
"fraction_threshold": 0.1,
|
| 387 |
+
"baseline_multiplier": 1.5,
|
| 388 |
+
"baseline_fraction": 0.1,
|
| 389 |
+
"min_group_size": 5,
|
| 390 |
+
"min_support": 5,
|
| 391 |
+
"measure_threshold": 0.324589,
|
| 392 |
+
"time_grain": "month",
|
| 393 |
+
"lookback_rows": 3,
|
| 394 |
+
"current_period_start": "'2024-01-01'",
|
| 395 |
+
"current_period_end": "'2024-04-01'",
|
| 396 |
+
"previous_period_start": "'2023-10-01'",
|
| 397 |
+
"previous_period_end": "'2024-01-01'",
|
| 398 |
+
"drift_ratio_threshold": 0.8
|
| 399 |
+
},
|
| 400 |
+
"can_vary": [],
|
| 401 |
+
"must_fix": [],
|
| 402 |
+
"runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
|
| 403 |
+
}
|
| 404 |
+
|
| 405 |
+
Repair context:
|
| 406 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e40ff-41e2-70d3-9a04-d1ec2d76721f"}
|
| 2 |
+
{"type":"turn.started"}
|
| 3 |
+
{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Family\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n7\\\"\\nGROUP BY \\\"Family\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"Family\\\" on the single table \\\"n7\\\".\"}"}}
|
| 4 |
+
{"type":"turn.completed","usage":{"input_tokens":17087,"cached_input_tokens":15744,"output_tokens":369,"reasoning_output_tokens":291}}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Family\", COUNT(*) AS \"row_count\"\nFROM \"n7\"\nGROUP BY \"Family\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"Family\" on the single table \"n7\"."}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0570e5156dbdaf3f/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/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": "2026-05-19T16:15:27.861619+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:15:33.307165+00:00",
|
| 7 |
+
"elapsed_ms": 5445.52,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 15075,
|
| 11 |
+
"bytes_utf8": 15075,
|
| 12 |
+
"lines": 408,
|
| 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/n7/artifacts/v2q_n7_06eda542eccea118/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": "2026-05-19T16:15:34.309074+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:15:37.625779+00:00",
|
| 7 |
+
"elapsed_ms": 3316.67,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 15075,
|
| 11 |
+
"bytes_utf8": 15075,
|
| 12 |
+
"lines": 408,
|
| 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/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_prompt_attempt_1.txt
ADDED
|
@@ -0,0 +1,408 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_tpch_relative_total_threshold",
|
| 364 |
+
"template_name": "Relative-to-Total Extreme Threshold",
|
| 365 |
+
"primary_family": "tail_rarity_structure",
|
| 366 |
+
"portability": "partial",
|
| 367 |
+
"sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"group_col",
|
| 370 |
+
"measure_col"
|
| 371 |
+
]
|
| 372 |
+
}
|
| 373 |
+
]
|
| 374 |
+
|
| 375 |
+
Problem instance:
|
| 376 |
+
{
|
| 377 |
+
"dataset_id": "n7",
|
| 378 |
+
"question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Genus, measure_col=MFCCs_ 5.",
|
| 379 |
+
"planned_template_id": "tpl_tpch_relative_total_threshold",
|
| 380 |
+
"bindings": {
|
| 381 |
+
"group_col": "Genus",
|
| 382 |
+
"measure_col": "MFCCs_ 5",
|
| 383 |
+
"top_k": 13,
|
| 384 |
+
"top_n": 4,
|
| 385 |
+
"num_tiles": 10,
|
| 386 |
+
"percentile_value": 0.9,
|
| 387 |
+
"z_threshold": 2.0,
|
| 388 |
+
"fraction_threshold": 0.1,
|
| 389 |
+
"baseline_multiplier": 1.5,
|
| 390 |
+
"baseline_fraction": 0.1,
|
| 391 |
+
"min_group_size": 5,
|
| 392 |
+
"min_support": 5,
|
| 393 |
+
"measure_threshold": 0.222592,
|
| 394 |
+
"time_grain": "month",
|
| 395 |
+
"lookback_rows": 3,
|
| 396 |
+
"current_period_start": "'2024-01-01'",
|
| 397 |
+
"current_period_end": "'2024-04-01'",
|
| 398 |
+
"previous_period_start": "'2023-10-01'",
|
| 399 |
+
"previous_period_end": "'2024-01-01'",
|
| 400 |
+
"drift_ratio_threshold": 0.8
|
| 401 |
+
},
|
| 402 |
+
"can_vary": [],
|
| 403 |
+
"must_fix": [],
|
| 404 |
+
"runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
|
| 405 |
+
}
|
| 406 |
+
|
| 407 |
+
Repair context:
|
| 408 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_prompt_attempt_2.txt
ADDED
|
@@ -0,0 +1,408 @@
|
|
|
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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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_tpch_relative_total_threshold",
|
| 364 |
+
"template_name": "Relative-to-Total Extreme Threshold",
|
| 365 |
+
"primary_family": "tail_rarity_structure",
|
| 366 |
+
"portability": "partial",
|
| 367 |
+
"sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"group_col",
|
| 370 |
+
"measure_col"
|
| 371 |
+
]
|
| 372 |
+
}
|
| 373 |
+
]
|
| 374 |
+
|
| 375 |
+
Problem instance:
|
| 376 |
+
{
|
| 377 |
+
"dataset_id": "n7",
|
| 378 |
+
"question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Genus, measure_col=MFCCs_ 5.",
|
| 379 |
+
"planned_template_id": "tpl_tpch_relative_total_threshold",
|
| 380 |
+
"bindings": {
|
| 381 |
+
"group_col": "Genus",
|
| 382 |
+
"measure_col": "MFCCs_ 5",
|
| 383 |
+
"top_k": 13,
|
| 384 |
+
"top_n": 4,
|
| 385 |
+
"num_tiles": 10,
|
| 386 |
+
"percentile_value": 0.9,
|
| 387 |
+
"z_threshold": 2.0,
|
| 388 |
+
"fraction_threshold": 0.1,
|
| 389 |
+
"baseline_multiplier": 1.5,
|
| 390 |
+
"baseline_fraction": 0.1,
|
| 391 |
+
"min_group_size": 5,
|
| 392 |
+
"min_support": 5,
|
| 393 |
+
"measure_threshold": 0.222592,
|
| 394 |
+
"time_grain": "month",
|
| 395 |
+
"lookback_rows": 3,
|
| 396 |
+
"current_period_start": "'2024-01-01'",
|
| 397 |
+
"current_period_end": "'2024-04-01'",
|
| 398 |
+
"previous_period_start": "'2023-10-01'",
|
| 399 |
+
"previous_period_end": "'2024-01-01'",
|
| 400 |
+
"drift_ratio_threshold": 0.8
|
| 401 |
+
},
|
| 402 |
+
"can_vary": [],
|
| 403 |
+
"must_fix": [],
|
| 404 |
+
"runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
|
| 405 |
+
}
|
| 406 |
+
|
| 407 |
+
Repair context:
|
| 408 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-516a-7e92-a581-346eeb9b6c53"}
|
| 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/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-516a-7e92-a581-346eeb9b6c53"}
|
| 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/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_2.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-6a9d-79e0-b744-1fb89a35be83"}
|
| 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/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_response_attempt_2.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e4105-6a9d-79e0-b744-1fb89a35be83"}
|
| 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/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_06eda542eccea118/cli/sql_stderr_attempt_2.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/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": "2026-05-19T16:07:45.498940+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:07:48.316258+00:00",
|
| 7 |
+
"elapsed_ms": 2817.3,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 14520,
|
| 11 |
+
"bytes_utf8": 14520,
|
| 12 |
+
"lines": 408,
|
| 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/n7/artifacts/v2q_n7_073ac49104a29b80/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": "2026-05-19T16:07:49.317750+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:07:52.418723+00:00",
|
| 7 |
+
"elapsed_ms": 3100.95,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 14520,
|
| 11 |
+
"bytes_utf8": 14520,
|
| 12 |
+
"lines": 408,
|
| 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/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_prompt_attempt_1.txt
ADDED
|
@@ -0,0 +1,408 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_h2o_group_sum",
|
| 364 |
+
"template_name": "Grouped Numeric Sum",
|
| 365 |
+
"primary_family": "subgroup_structure",
|
| 366 |
+
"portability": "partial",
|
| 367 |
+
"sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"group_col",
|
| 370 |
+
"measure_col"
|
| 371 |
+
]
|
| 372 |
+
}
|
| 373 |
+
]
|
| 374 |
+
|
| 375 |
+
Problem instance:
|
| 376 |
+
{
|
| 377 |
+
"dataset_id": "n7",
|
| 378 |
+
"question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 5.",
|
| 379 |
+
"planned_template_id": "tpl_h2o_group_sum",
|
| 380 |
+
"bindings": {
|
| 381 |
+
"group_col": "Genus",
|
| 382 |
+
"measure_col": "MFCCs_ 5",
|
| 383 |
+
"top_k": 14,
|
| 384 |
+
"top_n": 3,
|
| 385 |
+
"num_tiles": 10,
|
| 386 |
+
"percentile_value": 0.95,
|
| 387 |
+
"z_threshold": 2.0,
|
| 388 |
+
"fraction_threshold": 0.1,
|
| 389 |
+
"baseline_multiplier": 1.5,
|
| 390 |
+
"baseline_fraction": 0.1,
|
| 391 |
+
"min_group_size": 5,
|
| 392 |
+
"min_support": 5,
|
| 393 |
+
"measure_threshold": 0.222592,
|
| 394 |
+
"time_grain": "month",
|
| 395 |
+
"lookback_rows": 3,
|
| 396 |
+
"current_period_start": "'2024-01-01'",
|
| 397 |
+
"current_period_end": "'2024-04-01'",
|
| 398 |
+
"previous_period_start": "'2023-10-01'",
|
| 399 |
+
"previous_period_end": "'2024-01-01'",
|
| 400 |
+
"drift_ratio_threshold": 0.8
|
| 401 |
+
},
|
| 402 |
+
"can_vary": [],
|
| 403 |
+
"must_fix": [],
|
| 404 |
+
"runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
|
| 405 |
+
}
|
| 406 |
+
|
| 407 |
+
Repair context:
|
| 408 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_prompt_attempt_2.txt
ADDED
|
@@ -0,0 +1,408 @@
|
|
|
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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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_h2o_group_sum",
|
| 364 |
+
"template_name": "Grouped Numeric Sum",
|
| 365 |
+
"primary_family": "subgroup_structure",
|
| 366 |
+
"portability": "partial",
|
| 367 |
+
"sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"group_col",
|
| 370 |
+
"measure_col"
|
| 371 |
+
]
|
| 372 |
+
}
|
| 373 |
+
]
|
| 374 |
+
|
| 375 |
+
Problem instance:
|
| 376 |
+
{
|
| 377 |
+
"dataset_id": "n7",
|
| 378 |
+
"question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Genus, measure_col=MFCCs_ 5.",
|
| 379 |
+
"planned_template_id": "tpl_h2o_group_sum",
|
| 380 |
+
"bindings": {
|
| 381 |
+
"group_col": "Genus",
|
| 382 |
+
"measure_col": "MFCCs_ 5",
|
| 383 |
+
"top_k": 14,
|
| 384 |
+
"top_n": 3,
|
| 385 |
+
"num_tiles": 10,
|
| 386 |
+
"percentile_value": 0.95,
|
| 387 |
+
"z_threshold": 2.0,
|
| 388 |
+
"fraction_threshold": 0.1,
|
| 389 |
+
"baseline_multiplier": 1.5,
|
| 390 |
+
"baseline_fraction": 0.1,
|
| 391 |
+
"min_group_size": 5,
|
| 392 |
+
"min_support": 5,
|
| 393 |
+
"measure_threshold": 0.222592,
|
| 394 |
+
"time_grain": "month",
|
| 395 |
+
"lookback_rows": 3,
|
| 396 |
+
"current_period_start": "'2024-01-01'",
|
| 397 |
+
"current_period_end": "'2024-04-01'",
|
| 398 |
+
"previous_period_start": "'2023-10-01'",
|
| 399 |
+
"previous_period_end": "'2024-01-01'",
|
| 400 |
+
"drift_ratio_threshold": 0.8
|
| 401 |
+
},
|
| 402 |
+
"can_vary": [],
|
| 403 |
+
"must_fix": [],
|
| 404 |
+
"runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
|
| 405 |
+
}
|
| 406 |
+
|
| 407 |
+
Repair context:
|
| 408 |
+
{}
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_1.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e40fe-4356-70d0-8aee-e3e757069111"}
|
| 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/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_1.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e40fe-4356-70d0-8aee-e3e757069111"}
|
| 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/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_2.raw.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e40fe-5250-7a23-8377-0db411f46655"}
|
| 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/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_response_attempt_2.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"type":"thread.started","thread_id":"019e40fe-5250-7a23-8377-0db411f46655"}
|
| 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/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_stderr_attempt_1.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_073ac49104a29b80/cli/sql_stderr_attempt_2.txt
ADDED
|
File without changes
|
Query/sql/v2/runs/v2_cli_20260502_081223_e/n7/artifacts/v2q_n7_0d4f622a578e2e2d/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": "2026-05-19T16:12:25.811831+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:12:28.463202+00:00",
|
| 7 |
+
"elapsed_ms": 2651.35,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 15343,
|
| 11 |
+
"bytes_utf8": 15343,
|
| 12 |
+
"lines": 411,
|
| 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/n7/artifacts/v2q_n7_0d4f622a578e2e2d/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": "2026-05-19T16:12:29.465083+00:00",
|
| 6 |
+
"ended_at": "2026-05-19T16:12:33.317294+00:00",
|
| 7 |
+
"elapsed_ms": 3852.18,
|
| 8 |
+
"returncode": 1,
|
| 9 |
+
"prompt_metrics": {
|
| 10 |
+
"chars": 15343,
|
| 11 |
+
"bytes_utf8": 15343,
|
| 12 |
+
"lines": 411,
|
| 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/n7/artifacts/v2q_n7_0d4f622a578e2e2d/cli/sql_prompt_attempt_1.txt
ADDED
|
@@ -0,0 +1,411 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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: n7
|
| 15 |
+
- dataset_name: Anuran Calls Mfccs
|
| 16 |
+
- table_name: n7
|
| 17 |
+
- table_layout: single-table dataset (do not assume joins).
|
| 18 |
+
- row_semantics: One row is one tabular observation with 25 feature columns and target `Family`.
|
| 19 |
+
- task_type: classification
|
| 20 |
+
- target_column: Family
|
| 21 |
+
- main_row_count: 7195
|
| 22 |
+
- important_fields:
|
| 23 |
+
- MFCCs_ 1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for MFCCs 1.
|
| 24 |
+
- MFCCs_ 2: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 2.
|
| 25 |
+
- MFCCs_ 3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 3.
|
| 26 |
+
- MFCCs_ 4: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 4.
|
| 27 |
+
- MFCCs_ 5: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 5.
|
| 28 |
+
- MFCCs_ 6: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 6.
|
| 29 |
+
- MFCCs_ 7: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 7.
|
| 30 |
+
- MFCCs_ 8: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 8.
|
| 31 |
+
- MFCCs_ 9: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 9.
|
| 32 |
+
- MFCCs_10: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 10.
|
| 33 |
+
- MFCCs_11: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 11.
|
| 34 |
+
- MFCCs_12: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 12.
|
| 35 |
+
- MFCCs_13: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 13.
|
| 36 |
+
- MFCCs_14: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 14.
|
| 37 |
+
- MFCCs_15: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 15.
|
| 38 |
+
- MFCCs_16: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 16.
|
| 39 |
+
- MFCCs_17: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 17.
|
| 40 |
+
- MFCCs_18: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 18.
|
| 41 |
+
- MFCCs_19: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 19.
|
| 42 |
+
- MFCCs_20: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 20.
|
| 43 |
+
- MFCCs_21: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 21.
|
| 44 |
+
- MFCCs_22: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for MFCCs 22.
|
| 45 |
+
- Family: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Family.
|
| 46 |
+
- Genus: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Genus.
|
| 47 |
+
- Species: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Species.
|
| 48 |
+
- RecordID: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for RecordID.
|
| 49 |
+
- useful_field_combinations: [['Family', 'Genus', 'Family'], ['Family', 'MFCCs_ 1', 'Family'], ['MFCCs_ 1', 'Genus', 'Family']]
|
| 50 |
+
- fields_requiring_caution: ['Family', 'MFCCs_ 1']
|
| 51 |
+
- source_url: https://archive.ics.uci.edu/dataset/406/anuran+calls+mfccs
|
| 52 |
+
|
| 53 |
+
SQLite schema snapshot:
|
| 54 |
+
{
|
| 55 |
+
"table_name": "n7",
|
| 56 |
+
"quoted_table_name": "\"n7\"",
|
| 57 |
+
"row_count": 7195,
|
| 58 |
+
"columns": [
|
| 59 |
+
{
|
| 60 |
+
"name": "MFCCs_ 1",
|
| 61 |
+
"type": "TEXT",
|
| 62 |
+
"notnull": false,
|
| 63 |
+
"pk": false
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "MFCCs_ 2",
|
| 67 |
+
"type": "TEXT",
|
| 68 |
+
"notnull": false,
|
| 69 |
+
"pk": false
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "MFCCs_ 3",
|
| 73 |
+
"type": "TEXT",
|
| 74 |
+
"notnull": false,
|
| 75 |
+
"pk": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"name": "MFCCs_ 4",
|
| 79 |
+
"type": "TEXT",
|
| 80 |
+
"notnull": false,
|
| 81 |
+
"pk": false
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "MFCCs_ 5",
|
| 85 |
+
"type": "TEXT",
|
| 86 |
+
"notnull": false,
|
| 87 |
+
"pk": false
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"name": "MFCCs_ 6",
|
| 91 |
+
"type": "TEXT",
|
| 92 |
+
"notnull": false,
|
| 93 |
+
"pk": false
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"name": "MFCCs_ 7",
|
| 97 |
+
"type": "TEXT",
|
| 98 |
+
"notnull": false,
|
| 99 |
+
"pk": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"name": "MFCCs_ 8",
|
| 103 |
+
"type": "TEXT",
|
| 104 |
+
"notnull": false,
|
| 105 |
+
"pk": false
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "MFCCs_ 9",
|
| 109 |
+
"type": "TEXT",
|
| 110 |
+
"notnull": false,
|
| 111 |
+
"pk": false
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"name": "MFCCs_10",
|
| 115 |
+
"type": "TEXT",
|
| 116 |
+
"notnull": false,
|
| 117 |
+
"pk": false
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"name": "MFCCs_11",
|
| 121 |
+
"type": "TEXT",
|
| 122 |
+
"notnull": false,
|
| 123 |
+
"pk": false
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"name": "MFCCs_12",
|
| 127 |
+
"type": "TEXT",
|
| 128 |
+
"notnull": false,
|
| 129 |
+
"pk": false
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"name": "MFCCs_13",
|
| 133 |
+
"type": "TEXT",
|
| 134 |
+
"notnull": false,
|
| 135 |
+
"pk": false
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"name": "MFCCs_14",
|
| 139 |
+
"type": "TEXT",
|
| 140 |
+
"notnull": false,
|
| 141 |
+
"pk": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"name": "MFCCs_15",
|
| 145 |
+
"type": "TEXT",
|
| 146 |
+
"notnull": false,
|
| 147 |
+
"pk": false
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"name": "MFCCs_16",
|
| 151 |
+
"type": "TEXT",
|
| 152 |
+
"notnull": false,
|
| 153 |
+
"pk": false
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"name": "MFCCs_17",
|
| 157 |
+
"type": "TEXT",
|
| 158 |
+
"notnull": false,
|
| 159 |
+
"pk": false
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "MFCCs_18",
|
| 163 |
+
"type": "TEXT",
|
| 164 |
+
"notnull": false,
|
| 165 |
+
"pk": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"name": "MFCCs_19",
|
| 169 |
+
"type": "TEXT",
|
| 170 |
+
"notnull": false,
|
| 171 |
+
"pk": false
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"name": "MFCCs_20",
|
| 175 |
+
"type": "TEXT",
|
| 176 |
+
"notnull": false,
|
| 177 |
+
"pk": false
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"name": "MFCCs_21",
|
| 181 |
+
"type": "TEXT",
|
| 182 |
+
"notnull": false,
|
| 183 |
+
"pk": false
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"name": "MFCCs_22",
|
| 187 |
+
"type": "TEXT",
|
| 188 |
+
"notnull": false,
|
| 189 |
+
"pk": false
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"name": "Family",
|
| 193 |
+
"type": "TEXT",
|
| 194 |
+
"notnull": false,
|
| 195 |
+
"pk": false
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"name": "Genus",
|
| 199 |
+
"type": "TEXT",
|
| 200 |
+
"notnull": false,
|
| 201 |
+
"pk": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"name": "Species",
|
| 205 |
+
"type": "TEXT",
|
| 206 |
+
"notnull": false,
|
| 207 |
+
"pk": false
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"name": "RecordID",
|
| 211 |
+
"type": "TEXT",
|
| 212 |
+
"notnull": false,
|
| 213 |
+
"pk": false
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"sample_rows": [
|
| 217 |
+
{
|
| 218 |
+
"MFCCs_ 1": "1",
|
| 219 |
+
"MFCCs_ 2": "0.152936298220384",
|
| 220 |
+
"MFCCs_ 3": "-0.105585902844019",
|
| 221 |
+
"MFCCs_ 4": "0.200721914808566",
|
| 222 |
+
"MFCCs_ 5": "0.317201062343259",
|
| 223 |
+
"MFCCs_ 6": "0.260763853131077",
|
| 224 |
+
"MFCCs_ 7": "0.100944640810053",
|
| 225 |
+
"MFCCs_ 8": "-0.150062604917616",
|
| 226 |
+
"MFCCs_ 9": "-0.17112763198601",
|
| 227 |
+
"MFCCs_10": "0.124676436148438",
|
| 228 |
+
"MFCCs_11": "0.188654145822323",
|
| 229 |
+
"MFCCs_12": "-0.0756217229244772",
|
| 230 |
+
"MFCCs_13": "-0.156435925226375",
|
| 231 |
+
"MFCCs_14": "0.0822451152835443",
|
| 232 |
+
"MFCCs_15": "0.135752042383891",
|
| 233 |
+
"MFCCs_16": "-0.0240166450287792",
|
| 234 |
+
"MFCCs_17": "-0.108351107221198",
|
| 235 |
+
"MFCCs_18": "-0.0776225214037558",
|
| 236 |
+
"MFCCs_19": "-0.00956780151914234",
|
| 237 |
+
"MFCCs_20": "0.0576839754007957",
|
| 238 |
+
"MFCCs_21": "0.118680135068692",
|
| 239 |
+
"MFCCs_22": "0.0140384456733697",
|
| 240 |
+
"Family": "Leptodactylidae",
|
| 241 |
+
"Genus": "Adenomera",
|
| 242 |
+
"Species": "AdenomeraAndre",
|
| 243 |
+
"RecordID": "1"
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"MFCCs_ 1": "1",
|
| 247 |
+
"MFCCs_ 2": "0.171534257314109",
|
| 248 |
+
"MFCCs_ 3": "-0.0989747371205295",
|
| 249 |
+
"MFCCs_ 4": "0.268425220827017",
|
| 250 |
+
"MFCCs_ 5": "0.338671862995453",
|
| 251 |
+
"MFCCs_ 6": "0.268353099863332",
|
| 252 |
+
"MFCCs_ 7": "0.0608350871920449",
|
| 253 |
+
"MFCCs_ 8": "-0.222474640379244",
|
| 254 |
+
"MFCCs_ 9": "-0.207692670568256",
|
| 255 |
+
"MFCCs_10": "0.170882873543032",
|
| 256 |
+
"MFCCs_11": "0.27095827998887",
|
| 257 |
+
"MFCCs_12": "-0.0950039445276873",
|
| 258 |
+
"MFCCs_13": "-0.254341468381362",
|
| 259 |
+
"MFCCs_14": "0.0227862345814336",
|
| 260 |
+
"MFCCs_15": "0.163320101050209",
|
| 261 |
+
"MFCCs_16": "0.0120222808645159",
|
| 262 |
+
"MFCCs_17": "-0.0909740108032878",
|
| 263 |
+
"MFCCs_18": "-0.0565095219192882",
|
| 264 |
+
"MFCCs_19": "-0.035303356812479",
|
| 265 |
+
"MFCCs_20": "0.0201399631478018",
|
| 266 |
+
"MFCCs_21": "0.0822629868835422",
|
| 267 |
+
"MFCCs_22": "0.0290557421631693",
|
| 268 |
+
"Family": "Leptodactylidae",
|
| 269 |
+
"Genus": "Adenomera",
|
| 270 |
+
"Species": "AdenomeraAndre",
|
| 271 |
+
"RecordID": "1"
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"MFCCs_ 1": "1",
|
| 275 |
+
"MFCCs_ 2": "0.152317085189856",
|
| 276 |
+
"MFCCs_ 3": "-0.0829726738725973",
|
| 277 |
+
"MFCCs_ 4": "0.287127957306532",
|
| 278 |
+
"MFCCs_ 5": "0.276014083988895",
|
| 279 |
+
"MFCCs_ 6": "0.189866772581424",
|
| 280 |
+
"MFCCs_ 7": "0.00871395674901959",
|
| 281 |
+
"MFCCs_ 8": "-0.242234230697363",
|
| 282 |
+
"MFCCs_ 9": "-0.219153324384574",
|
| 283 |
+
"MFCCs_10": "0.232538316574083",
|
| 284 |
+
"MFCCs_11": "0.266064481907247",
|
| 285 |
+
"MFCCs_12": "-0.072827186682411",
|
| 286 |
+
"MFCCs_13": "-0.237383560939613",
|
| 287 |
+
"MFCCs_14": "0.0507907353425093",
|
| 288 |
+
"MFCCs_15": "0.20733840580524",
|
| 289 |
+
"MFCCs_16": "0.0835356991035397",
|
| 290 |
+
"MFCCs_17": "-0.0506914300740697",
|
| 291 |
+
"MFCCs_18": "-0.0235902291809596",
|
| 292 |
+
"MFCCs_19": "-0.0667215489148675",
|
| 293 |
+
"MFCCs_20": "-0.0250832267732169",
|
| 294 |
+
"MFCCs_21": "0.0991083997463254",
|
| 295 |
+
"MFCCs_22": "0.0771623846958952",
|
| 296 |
+
"Family": "Leptodactylidae",
|
| 297 |
+
"Genus": "Adenomera",
|
| 298 |
+
"Species": "AdenomeraAndre",
|
| 299 |
+
"RecordID": "1"
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"MFCCs_ 1": "1",
|
| 303 |
+
"MFCCs_ 2": "0.22439244572155",
|
| 304 |
+
"MFCCs_ 3": "0.118984663992927",
|
| 305 |
+
"MFCCs_ 4": "0.329431728991851",
|
| 306 |
+
"MFCCs_ 5": "0.37208800967925",
|
| 307 |
+
"MFCCs_ 6": "0.36100456768708",
|
| 308 |
+
"MFCCs_ 7": "0.0155010402636969",
|
| 309 |
+
"MFCCs_ 8": "-0.1943474518771",
|
| 310 |
+
"MFCCs_ 9": "-0.0981806677778217",
|
| 311 |
+
"MFCCs_10": "0.270375424774079",
|
| 312 |
+
"MFCCs_11": "0.267278909389666",
|
| 313 |
+
"MFCCs_12": "-0.162258251525887",
|
| 314 |
+
"MFCCs_13": "-0.317084231097501",
|
| 315 |
+
"MFCCs_14": "-0.0115674334348972",
|
| 316 |
+
"MFCCs_15": "0.100412825039324",
|
| 317 |
+
"MFCCs_16": "-0.0502237308220074",
|
| 318 |
+
"MFCCs_17": "-0.13600940404278",
|
| 319 |
+
"MFCCs_18": "-0.177037008525031",
|
| 320 |
+
"MFCCs_19": "-0.130498132704666",
|
| 321 |
+
"MFCCs_20": "-0.0547663962602304",
|
| 322 |
+
"MFCCs_21": "-0.018691446529289",
|
| 323 |
+
"MFCCs_22": "0.0239543085482256",
|
| 324 |
+
"Family": "Leptodactylidae",
|
| 325 |
+
"Genus": "Adenomera",
|
| 326 |
+
"Species": "AdenomeraAndre",
|
| 327 |
+
"RecordID": "1"
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"MFCCs_ 1": "1",
|
| 331 |
+
"MFCCs_ 2": "0.0878169091598283",
|
| 332 |
+
"MFCCs_ 3": "-0.0683448878848087",
|
| 333 |
+
"MFCCs_ 4": "0.306966720688553",
|
| 334 |
+
"MFCCs_ 5": "0.330922940689476",
|
| 335 |
+
"MFCCs_ 6": "0.249143914245263",
|
| 336 |
+
"MFCCs_ 7": "0.00688371297114425",
|
| 337 |
+
"MFCCs_ 8": "-0.265423361986448",
|
| 338 |
+
"MFCCs_ 9": "-0.172699811727761",
|
| 339 |
+
"MFCCs_10": "0.266434260043502",
|
| 340 |
+
"MFCCs_11": "0.332695149242033",
|
| 341 |
+
"MFCCs_12": "-0.100748543620898",
|
| 342 |
+
"MFCCs_13": "-0.298523875475902",
|
| 343 |
+
"MFCCs_14": "0.037438885320215",
|
| 344 |
+
"MFCCs_15": "0.219152827231289",
|
| 345 |
+
"MFCCs_16": "0.0628372293931531",
|
| 346 |
+
"MFCCs_17": "-0.0488846180288039",
|
| 347 |
+
"MFCCs_18": "-0.0530735072212773",
|
| 348 |
+
"MFCCs_19": "-0.0885504031444007",
|
| 349 |
+
"MFCCs_20": "-0.0313455727580116",
|
| 350 |
+
"MFCCs_21": "0.108609831720118",
|
| 351 |
+
"MFCCs_22": "0.0792443322969332",
|
| 352 |
+
"Family": "Leptodactylidae",
|
| 353 |
+
"Genus": "Adenomera",
|
| 354 |
+
"Species": "AdenomeraAndre",
|
| 355 |
+
"RecordID": "1"
|
| 356 |
+
}
|
| 357 |
+
]
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
Shortlisted templates:
|
| 361 |
+
[
|
| 362 |
+
{
|
| 363 |
+
"template_id": "tpl_m4_group_ratio_two_conditions",
|
| 364 |
+
"template_name": "Grouped Ratio of Two Conditions",
|
| 365 |
+
"primary_family": "conditional_dependency_structure",
|
| 366 |
+
"portability": "yes",
|
| 367 |
+
"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;",
|
| 368 |
+
"required_roles": [
|
| 369 |
+
"group_col",
|
| 370 |
+
"condition_col"
|
| 371 |
+
]
|
| 372 |
+
}
|
| 373 |
+
]
|
| 374 |
+
|
| 375 |
+
Problem instance:
|
| 376 |
+
{
|
| 377 |
+
"dataset_id": "n7",
|
| 378 |
+
"question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Genus, condition_col=Genus.",
|
| 379 |
+
"planned_template_id": "tpl_m4_group_ratio_two_conditions",
|
| 380 |
+
"bindings": {
|
| 381 |
+
"group_col": "Genus",
|
| 382 |
+
"condition_col": "Genus",
|
| 383 |
+
"condition_value": "Adenomera",
|
| 384 |
+
"positive_value": "Adenomera",
|
| 385 |
+
"negative_value": "Hypsiboas",
|
| 386 |
+
"top_k": 12,
|
| 387 |
+
"top_n": 4,
|
| 388 |
+
"num_tiles": 10,
|
| 389 |
+
"percentile_value": 0.9,
|
| 390 |
+
"z_threshold": 2.0,
|
| 391 |
+
"fraction_threshold": 0.1,
|
| 392 |
+
"baseline_multiplier": 1.5,
|
| 393 |
+
"baseline_fraction": 0.1,
|
| 394 |
+
"min_group_size": 5,
|
| 395 |
+
"min_support": 5,
|
| 396 |
+
"measure_threshold": 0.017348,
|
| 397 |
+
"time_grain": "month",
|
| 398 |
+
"lookback_rows": 3,
|
| 399 |
+
"current_period_start": "'2024-01-01'",
|
| 400 |
+
"current_period_end": "'2024-04-01'",
|
| 401 |
+
"previous_period_start": "'2023-10-01'",
|
| 402 |
+
"previous_period_end": "'2024-01-01'",
|
| 403 |
+
"drift_ratio_threshold": 0.8
|
| 404 |
+
},
|
| 405 |
+
"can_vary": [],
|
| 406 |
+
"must_fix": [],
|
| 407 |
+
"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;"
|
| 408 |
+
}
|
| 409 |
+
|
| 410 |
+
Repair context:
|
| 411 |
+
{}
|