Validation Log 2025-12-14 23:27:35.635294 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002577/mwtab/json Study ID: ST001547 Analysis ID: AN002577 File format: json Status: Contains Validation Issues Number of Issues: 13 Number of Warnings: 8 Number of Value Errors: 8 Number of Consistency Errors: 0 Number of Format Errors: 5 Issue Log: Error: The required property, "FLOW_GRADIENT", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "FLOW_RATE", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "SOLVENT_A", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "SOLVENT_B", in ["CHROMATOGRAPHY"] is missing. Warning: The "InchiKEY" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "InchiKEY" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 94 0 124 0 161 0 162 0 187 0 188 0 199 0 230 0 236 0 238 0 253 0 264 0 290 0 307 0 314 0 346 0 348 0 354 0 363 0 364 0 366 0 367 0 370 0 378 0 386 0 394 0 396 0 399 0 410 0 414 0 415 0 416 0 423 0 425 0 429 0 433 0 436 0 437 0 442 0 444 0 451 0 452 0 Warning: The "KEGGid" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "KEGGid" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 6 0 8 0 11 0 13 0 14 0 30 0 32 0 52 0 54 0 57 0 62 0 65 0 69 0 71 0 80 0 81 0 83 0 94 0 105 0 109 0 110 0 113 0 115 0 124 0 125 0 139 0 140 0 144 0 150 0 154 0 155 0 156 0 161 0 162 0 164 0 166 0 175 0 176 0 177 0 181 0 186 0 187 0 188 0 193 0 199 0 203 0 206 0 207 0 208 0 211 0 214 0 222 0 223 0 228 0 230 0 232 0 233 0 234 0 236 0 238 0 240 0 246 0 248 0 249 0 250 0 251 0 253 0 257 0 259 0 262 0 264 0 267 0 268 0 270 0 272 0 273 0 274 0 276 0 281 0 282 0 283 0 287 0 288 0 289 0 290 0 291 0 294 0 296 0 297 0 298 0 299 0 300 0 301 0 303 0 304 0 307 0 312 0 314 0 322 0 323 0 324 0 327 0 329 0 331 0 345 0 346 0 347 0 348 0 354 0 362 0 363 0 364 0 366 0 367 0 370 0 372 0 373 0 374 0 375 0 376 0 378 0 379 0 386 0 387 0 388 0 391 0 394 0 396 0 399 0 403 0 405 0 406 0 410 0 411 0 412 0 414 0 415 0 416 0 417 0 418 0 422 0 423 0 425 0 426 0 427 0 429 0 433 0 436 0 437 0 438 0 442 0 444 0 445 0 451 0 452 0 455 0 458 0 460 0 462 0 Warning: The "HMDBID" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "hmdb_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "HMDBID" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "hmdb_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 2 0 8 0 11 0 13 0 18 0 19 0 23 0 24 0 28 0 32 0 33 0 35 0 36 0 40 0 43 0 49 0 52 0 55 0 58 0 64 0 66 0 68 0 70 0 71 0 75 0 81 0 83 0 85 0 88 0 93 0 94 0 95 0 96 0 97 0 98 0 99 0 100 0 101 0 102 0 105 0 106 0 107 0 110 0 111 0 113 0 116 0 117 0 119 0 120 0 122 0 123 0 124 0 125 0 126 0 128 0 130 0 132 0 133 0 135 0 136 0 140 0 141 0 142 0 145 0 149 0 151 0 154 0 155 0 156 0 158 0 161 0 162 0 164 0 166 0 171 0 172 0 174 0 175 0 178 0 179 0 181 0 184 0 185 0 186 0 187 0 188 0 191 0 194 0 196 0 197 0 198 0 199 0 201 0 202 0 204 0 206 0 207 0 208 0 212 0 215 0 216 0 218 0 219 0 220 0 221 0 223 0 224 0 225 0 226 0 228 0 231 0 232 0 234 0 235 0 236 0 237 0 238 0 239 0 241 0 242 0 243 0 244 0 245 0 246 0 247 0 248 0 249 0 250 0 255 0 258 0 259 0 260 0 262 0 263 0 267 0 269 0 270 0 271 0 275 0 279 0 282 0 283 0 287 0 290 0 292 0 293 0 294 0 295 0 297 0 298 0 300 0 301 0 303 0 304 0 305 0 306 0 307 0 308 0 314 0 315 0 316 0 317 0 318 0 319 0 321 0 322 0 326 0 327 0 329 0 331 0 335 0 337 0 339 0 341 0 342 0 345 0 346 0 348 0 351 0 352 0 354 0 356 0 358 0 359 0 360 0 362 0 363 0 364 0 365 0 366 0 368 0 369 0 370 0 371 0 372 0 373 0 374 0 375 0 376 0 377 0 378 0 379 0 382 0 383 0 386 0 387 0 388 0 391 0 392 0 394 0 396 0 397 0 399 0 400 0 403 0 404 0 406 0 410 0 412 0 414 0 415 0 416 0 417 0 418 0 423 0 425 0 429 0 432 0 433 0 434 0 436 0 437 0 438 0 439 0 440 0 442 0 444 0 445 0 451 0 452 0 455 0 456 0 458 0 460 0 461 0 462 0 Warning: The "Lmid" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "lm_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "retention time" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_time". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name.