Datasets:

---

cjerzak

/

ImageHeterogeneity

like 0

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 351 new columns ({'9435', '9399', '9307', '9243', '9120', '9277', '9404', '9437', '9276', '9442', '9297', '9146', '9252', '9291', '9168', '9370', '9224', '9425', '9364', '9443', '9137', '9259', '9378', '9121', '9284', '9381', '9414', '9281', '9213', '9247', '9323', '9220', '9316', '9261', '9163', '9430', '9379', '9193', '9215', '9314', '9341', '9267', '9376', '9268', '9108', '9391', '9219', '9389', '9172', '9246', '9109', '9344', '9126', '9270', '9098', '9388', '9221', '9258', '9322', '9396', '9439', '9319', '9334', '9127', '9201', '9440', '9190', '9251', '9309', '9150', '9138', '9184', '9117', '9332', '9338', '9415', '9154', '9417', '9295', '9312', '9250', '9410', '9420', '9411', '9293', '9342', '9144', '9100', '9266', '9170', '9097', '9412', '9280', '9164', '9348', '9230', '9115', '9145', '9398', '9119', '9329', '9296', '9152', '9142', '9286', '9350', '9317', '9210', '9423', '9188', '9226', '9343', '9240', '9182', '9096', '9094', '9433', '9306', '9311', '9345', '9283', '9173', '9413', '9256', '9238', '9217', '9139', '9208', '9274', '9212', '9359', '9321', '9174', '9294', '9444', '9419', '9175', '9271', '9372', '9133', '9355', '9155', '9187', '9373', '9189', '9233', '9198', '9325', '9203', '9397', '9395', '9385', '9131', '9269', '9141', '9236', '9204', '9143', '9156', '9402', '9366', '9095', '9427', '9136', '9161', '9377', '9265', '9113', '9199', '9235', '9165', '9275', '9340', '9183', '9244', '9237', '9231', '9301', '9273', '9149', '9153', '9326', '9180', '9331', '9196', '9130', '9228', '9264', '9160', '9263', '9248', '9335', '9242', '9157', '9431', '9300', '9104', '9405', '9360', '9262', '9197', '9257', '9302', '9239', '9289', '9186', '9409', '9205', '9229', '9422', '9194', '9207', '9223', '9438', '9159', '9278', '9191', '9169', '9367', '9166', '9181', '9101', '9424', '9253', '9369', '9110', '9148', '9339', '9105', '9362', '9365', '9167', '9116', '9285', '9254', '9222', '9288', '9380', '9216', '9353', '9206', '9185', '9218', '9320', '9171', '9374', '9178', '9176', '9192', '9401', '9202', '9195', '9407', '9354', '9318', '9361', '9099', '9386', '9147', '9432', '9234', '9158', '9387', '9384', '9272', '9337', '9103', '9112', '9241', '9393', '9211', '9132', '9324', '9123', '9162', '9134', '9140', '9107', '9282', '9349', '9327', '9358', '9118', '9249', '9287', '9292', '9260', '9125', '9400', '9330', '9383', '9426', '9245', '9310', '9406', '9122', '9371', '9382', '9357', '9200', '9352', '9363', '9429', '9351', '9394', '9421', '9225', '9177', '9214', '9298', '9313', '9179', '9315', '9128', '9290', '9227', '9305', '9408', '9114', '9368', '9436', '9279', '9106', '9129', '9299', '9102', '9392', '9428', '9390', '9416', '9124', '9403', '9232', '9418', '9135', '9333', '9346', '9441', '9151', '9111', '9209', '9375', '9347', '9255', '9356', '9303', '9304', '9336', '9434', '9328', '9308'}) and 351 missing columns ({'1027', '1106', '1039', '1271', '1147', '1096', '1042', '1203', '1277', '1160', '1292', '995', '1168', '1172', '1099', '951', '1124', '1261', '1284', '1048', '1265', '1139', '1144', '1135', '1064', '1156', '1166', '1150', '1031', '1163', '1243', '984', '1291', '1141', '1077', '1201', '1177', '1107', '1137', '1173', '1294', '1189', '992', '1115', '1165', '956', '1118', '1254', '1190', '1257', '960', '1269', '1270', '1273', '987', '1247', '1197', '1009', '1050', '1087', '989', '1184', '1092', '1286', '1202', '961', '1289', '1018', '1076', '1213', '1016', '1162', '1125', '1149', '1085', '985', '1071', '1091', '1142', '1152', '1041', '1283', '1097', '1194', '1102', '953', '1058', '1200', '1032', '946', '1174', '1068', '1263', '1103', '1146', '1037', '1255', '1121', '1151', '1234', '1119', '976', '1199', '1080', '1154', '1185', '1191', '1245', '1282', '1046', '1014', '959', '1240', '999', '1030', '996', '994', '962', '1293', '965', '1214', '1217', '988', '1295', '1256', '1221', '974', '1098', '1290', '1192', '1246', '1072', '1140', '1159', '1005', '1006', '1003', '1052', '1060', '1045', '1024', '1251', '1236', '1158', '1230', '1259', '1212', '968', '1066', '1233', '1007', '949', '1222', '978', '1081', '1105', '1113', '1130', '1129', '1100', '1198', '1258', '967', '1084', '1093', '1182', '1028', '1101', '1274', '1043', '1209', '1242', '1167', '1122', '1206', '1086', '1169', '1207', '964', '1034', '1136', '1036', '1114', '1143', '1241', '1153', '1056', '1267', '1079', '1181', '969', '1161', '1090', '1117', '1232', '1176', '981', '1120', '1035', '1075', '1062', '1070', '1187', '1000', '991', '966', '1281', '1237', '972', '1180', '979', '1010', '1023', '1111', '970', '1020', '948', '1224', '1218', '1008', '1138', '1095', '1040', '993', '957', '1002', '1287', '1015', '955', '947', '1053', '1059', '1266', '1272', '1145', '1223', '1033', '1164', '1088', '1228', '1123', '1193', '1148', '1186', '1170', '1278', '1078', '1235', '1219', '1196', '1074', '1252', '1013', '1022', '1276', '1262', '1038', '983', '1011', '1126', '1044', '982', '1104', '950', '1227', '1089', '1025', '963', '973', '1083', '1132', '1226', '1094', '1049', '1110', '1175', '1157', '1238', '1069', '1021', '1017', '1065', '1012', '1112', '1054', '998', '1073', '1204', '1128', '1249', '1051', '1220', '1133', '986', '954', '1239', '1082', '1057', '1268', '1029', '1288', '1047', '997', '1285', '1225', '952', '1127', '977', '1260', '1195', '1183', '1188', '1253', '1250', '1001', '1216', '1210', '945', '1061', '1275', '958', '1004', '1063', '1280', '1067', '980', '1134', '1264', '1211', '1179', '1055', '1248', '1279', '1205', '1171', '1231', '1178', '1108', '1155', '1116', '1019', '1026', '971', '990', '975', '1131', '1244', '1229', '1109', '1215', '1208'}).

This happened while the csv dataset builder was generating data using

zip://Uganda2000_processed/GeoKey1001_BAND1.csv::/tmp/hf-datasets-cache/medium/datasets/94126548141006-config-parquet-and-info-cjerzak-ImageHeterogeneit-667536ef/hub/datasets--cjerzak--ImageHeterogeneity/snapshots/68f11006569aefd2707ede738b4b93439e7b5d2d/Uganda2000_processed.zip

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              9094: int64
              9095: int64
              9096: int64
              9097: int64
              9098: int64
              9099: int64
              9100: int64
              9101: int64
              9102: int64
              9103: int64
              9104: int64
              9105: int64
              9106: int64
              9107: int64
              9108: int64
              9109: int64
              9110: int64
              9111: int64
              9112: int64
              9113: int64
              9114: int64
              9115: int64
              9116: int64
              9117: int64
              9118: int64
              9119: int64
              9120: int64
              9121: int64
              9122: int64
              9123: int64
              9124: int64
              9125: int64
              9126: int64
              9127: int64
              9128: int64
              9129: int64
              9130: int64
              9131: int64
              9132: int64
              9133: int64
              9134: int64
              9135: int64
              9136: int64
              9137: int64
              9138: int64
              9139: int64
              9140: int64
              9141: int64
              9142: int64
              9143: int64
              9144: int64
              9145: int64
              9146: int64
              9147: int64
              9148: int64
              9149: int64
              9150: int64
              9151: int64
              9152: int64
              9153: int64
              9154: int64
              9155: int64
              9156: int64
              9157: int64
              9158: int64
              9159: int64
              9160: int64
              9161: int64
              9162: int64
              9163: int64
              9164: int64
              9165: int64
              9166: int64
              9167: int64
              9168: int64
              9169: int64
              9170: int64
              9171: int64
              9172: int64
              9173: int64
              9174: int64
              9175: int64
              9176: int64
              9177: int64
              9178: int64
              9179: int64
              9180: int64
              9181: int64
              9182: int64
              9183: int64
              9184: int64
              9185: int64
              9186: int64
              9187: int64
              9188: int64
              9189: int64
              9190: int64
              9191: int64
              9192: int64
              9193: int64
              9194: int64
              9195: int64
              9196: int64
              9197: int64
              9198: int64
              9199: int64
              9200: int64
              9201: int64
              9202: int64
              9203: int64
              9204: int64
              9205: int64
              9206: int64
              9207: int64
              9208: int64
              9209: int64
              9210: int64
              9211: int64
              9212: int64
              9213: int64
              9214: int64
              9215: int64
              9216: int64
              9217: int64
              9218: int64
              
              ...
              t64
              9329: int64
              9330: int64
              9331: int64
              9332: int64
              9333: int64
              9334: int64
              9335: int64
              9336: int64
              9337: int64
              9338: int64
              9339: int64
              9340: int64
              9341: int64
              9342: int64
              9343: int64
              9344: int64
              9345: int64
              9346: int64
              9347: int64
              9348: int64
              9349: int64
              9350: int64
              9351: int64
              9352: int64
              9353: int64
              9354: int64
              9355: int64
              9356: int64
              9357: int64
              9358: int64
              9359: int64
              9360: int64
              9361: int64
              9362: int64
              9363: int64
              9364: int64
              9365: int64
              9366: int64
              9367: int64
              9368: int64
              9369: int64
              9370: int64
              9371: int64
              9372: int64
              9373: int64
              9374: int64
              9375: int64
              9376: int64
              9377: int64
              9378: int64
              9379: int64
              9380: int64
              9381: int64
              9382: int64
              9383: int64
              9384: int64
              9385: int64
              9386: int64
              9387: int64
              9388: int64
              9389: int64
              9390: int64
              9391: int64
              9392: int64
              9393: int64
              9394: int64
              9395: int64
              9396: int64
              9397: int64
              9398: int64
              9399: int64
              9400: int64
              9401: int64
              9402: int64
              9403: int64
              9404: int64
              9405: int64
              9406: int64
              9407: int64
              9408: int64
              9409: int64
              9410: int64
              9411: int64
              9412: int64
              9413: int64
              9414: int64
              9415: int64
              9416: int64
              9417: int64
              9418: int64
              9419: int64
              9420: int64
              9421: int64
              9422: int64
              9423: int64
              9424: int64
              9425: int64
              9426: int64
              9427: int64
              9428: int64
              9429: int64
              9430: int64
              9431: int64
              9432: int64
              9433: int64
              9434: int64
              9435: int64
              9436: int64
              9437: int64
              9438: int64
              9439: int64
              9440: int64
              9441: int64
              9442: int64
              9443: int64
              9444: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 37116
              to
              {'945': Value(dtype='int64', id=None), '946': Value(dtype='int64', id=None), '947': Value(dtype='int64', id=None), '948': Value(dtype='int64', id=None), '949': Value(dtype='int64', id=None), '950': Value(dtype='int64', id=None), '951': Value(dtype='int64', id=None), '952': Value(dtype='int64', id=None), '953': Value(dtype='int64', id=None), '954': Value(dtype='int64', id=None), '955': Value(dtype='int64', id=None), '956': Value(dtype='int64', id=None), '957': Value(dtype='int64', id=None), '958': Value(dtype='int64', id=None), '959': Value(dtype='int64', id=None), '960': Value(dtype='int64', id=None), '961': Value(dtype='int64', id=None), '962': Value(dtype='int64', id=None), '963': Value(dtype='int64', id=None), '964': Value(dtype='int64', id=None), '965': Value(dtype='int64', id=None), '966': Value(dtype='int64', id=None), '967': Value(dtype='int64', id=None), '968': Value(dtype='int64', id=None), '969': Value(dtype='int64', id=None), '970': Value(dtype='int64', id=None), '971': Value(dtype='int64', id=None), '972': Value(dtype='int64', id=None), '973': Value(dtype='int64', id=None), '974': Value(dtype='int64', id=None), '975': Value(dtype='int64', id=None), '976': Value(dtype='int64', id=None), '977': Value(dtype='int64', id=None), '978': Value(dtype='int64', id=None), '979': Value(dtype='int64', id=None), '980': Value(dtype='int64', id=None), '981': Value(dtype='int64', id=None), '982': Value(dtype='int64', id=None), '983': Value(dtype='int64', id=None), '984': Value(dtyp
              ...
              'int64', id=None), '1258': Value(dtype='int64', id=None), '1259': Value(dtype='int64', id=None), '1260': Value(dtype='int64', id=None), '1261': Value(dtype='int64', id=None), '1262': Value(dtype='int64', id=None), '1263': Value(dtype='int64', id=None), '1264': Value(dtype='int64', id=None), '1265': Value(dtype='int64', id=None), '1266': Value(dtype='int64', id=None), '1267': Value(dtype='int64', id=None), '1268': Value(dtype='int64', id=None), '1269': Value(dtype='int64', id=None), '1270': Value(dtype='int64', id=None), '1271': Value(dtype='int64', id=None), '1272': Value(dtype='int64', id=None), '1273': Value(dtype='int64', id=None), '1274': Value(dtype='int64', id=None), '1275': Value(dtype='int64', id=None), '1276': Value(dtype='int64', id=None), '1277': Value(dtype='int64', id=None), '1278': Value(dtype='int64', id=None), '1279': Value(dtype='int64', id=None), '1280': Value(dtype='int64', id=None), '1281': Value(dtype='int64', id=None), '1282': Value(dtype='int64', id=None), '1283': Value(dtype='int64', id=None), '1284': Value(dtype='int64', id=None), '1285': Value(dtype='int64', id=None), '1286': Value(dtype='int64', id=None), '1287': Value(dtype='int64', id=None), '1288': Value(dtype='int64', id=None), '1289': Value(dtype='int64', id=None), '1290': Value(dtype='int64', id=None), '1291': Value(dtype='int64', id=None), '1292': Value(dtype='int64', id=None), '1293': Value(dtype='int64', id=None), '1294': Value(dtype='int64', id=None), '1295': Value(dtype='int64', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 351 new columns ({'9435', '9399', '9307', '9243', '9120', '9277', '9404', '9437', '9276', '9442', '9297', '9146', '9252', '9291', '9168', '9370', '9224', '9425', '9364', '9443', '9137', '9259', '9378', '9121', '9284', '9381', '9414', '9281', '9213', '9247', '9323', '9220', '9316', '9261', '9163', '9430', '9379', '9193', '9215', '9314', '9341', '9267', '9376', '9268', '9108', '9391', '9219', '9389', '9172', '9246', '9109', '9344', '9126', '9270', '9098', '9388', '9221', '9258', '9322', '9396', '9439', '9319', '9334', '9127', '9201', '9440', '9190', '9251', '9309', '9150', '9138', '9184', '9117', '9332', '9338', '9415', '9154', '9417', '9295', '9312', '9250', '9410', '9420', '9411', '9293', '9342', '9144', '9100', '9266', '9170', '9097', '9412', '9280', '9164', '9348', '9230', '9115', '9145', '9398', '9119', '9329', '9296', '9152', '9142', '9286', '9350', '9317', '9210', '9423', '9188', '9226', '9343', '9240', '9182', '9096', '9094', '9433', '9306', '9311', '9345', '9283', '9173', '9413', '9256', '9238', '9217', '9139', '9208', '9274', '9212', '9359', '9321', '9174', '9294', '9444', '9419', '9175', '9271', '9372', '9133', '9355', '9155', '9187', '9373', '9189', '9233', '9198', '9325', '9203', '9397', '9395', '9385', '9131', '9269', '9141', '9236', '9204', '9143', '9156', '9402', '9366', '9095', '9427', '9136', '9161', '9377', '9265', '9113', '9199', '9235', '9165', '9275', '9340', '9183', '9244', '9237', '9231', '9301', '9273', '9149', '9153', '9326', '9180', '9331', '9196', '9130', '9228', '9264', '9160', '9263', '9248', '9335', '9242', '9157', '9431', '9300', '9104', '9405', '9360', '9262', '9197', '9257', '9302', '9239', '9289', '9186', '9409', '9205', '9229', '9422', '9194', '9207', '9223', '9438', '9159', '9278', '9191', '9169', '9367', '9166', '9181', '9101', '9424', '9253', '9369', '9110', '9148', '9339', '9105', '9362', '9365', '9167', '9116', '9285', '9254', '9222', '9288', '9380', '9216', '9353', '9206', '9185', '9218', '9320', '9171', '9374', '9178', '9176', '9192', '9401', '9202', '9195', '9407', '9354', '9318', '9361', '9099', '9386', '9147', '9432', '9234', '9158', '9387', '9384', '9272', '9337', '9103', '9112', '9241', '9393', '9211', '9132', '9324', '9123', '9162', '9134', '9140', '9107', '9282', '9349', '9327', '9358', '9118', '9249', '9287', '9292', '9260', '9125', '9400', '9330', '9383', '9426', '9245', '9310', '9406', '9122', '9371', '9382', '9357', '9200', '9352', '9363', '9429', '9351', '9394', '9421', '9225', '9177', '9214', '9298', '9313', '9179', '9315', '9128', '9290', '9227', '9305', '9408', '9114', '9368', '9436', '9279', '9106', '9129', '9299', '9102', '9392', '9428', '9390', '9416', '9124', '9403', '9232', '9418', '9135', '9333', '9346', '9441', '9151', '9111', '9209', '9375', '9347', '9255', '9356', '9303', '9304', '9336', '9434', '9328', '9308'}) and 351 missing columns ({'1027', '1106', '1039', '1271', '1147', '1096', '1042', '1203', '1277', '1160', '1292', '995', '1168', '1172', '1099', '951', '1124', '1261', '1284', '1048', '1265', '1139', '1144', '1135', '1064', '1156', '1166', '1150', '1031', '1163', '1243', '984', '1291', '1141', '1077', '1201', '1177', '1107', '1137', '1173', '1294', '1189', '992', '1115', '1165', '956', '1118', '1254', '1190', '1257', '960', '1269', '1270', '1273', '987', '1247', '1197', '1009', '1050', '1087', '989', '1184', '1092', '1286', '1202', '961', '1289', '1018', '1076', '1213', '1016', '1162', '1125', '1149', '1085', '985', '1071', '1091', '1142', '1152', '1041', '1283', '1097', '1194', '1102', '953', '1058', '1200', '1032', '946', '1174', '1068', '1263', '1103', '1146', '1037', '1255', '1121', '1151', '1234', '1119', '976', '1199', '1080', '1154', '1185', '1191', '1245', '1282', '1046', '1014', '959', '1240', '999', '1030', '996', '994', '962', '1293', '965', '1214', '1217', '988', '1295', '1256', '1221', '974', '1098', '1290', '1192', '1246', '1072', '1140', '1159', '1005', '1006', '1003', '1052', '1060', '1045', '1024', '1251', '1236', '1158', '1230', '1259', '1212', '968', '1066', '1233', '1007', '949', '1222', '978', '1081', '1105', '1113', '1130', '1129', '1100', '1198', '1258', '967', '1084', '1093', '1182', '1028', '1101', '1274', '1043', '1209', '1242', '1167', '1122', '1206', '1086', '1169', '1207', '964', '1034', '1136', '1036', '1114', '1143', '1241', '1153', '1056', '1267', '1079', '1181', '969', '1161', '1090', '1117', '1232', '1176', '981', '1120', '1035', '1075', '1062', '1070', '1187', '1000', '991', '966', '1281', '1237', '972', '1180', '979', '1010', '1023', '1111', '970', '1020', '948', '1224', '1218', '1008', '1138', '1095', '1040', '993', '957', '1002', '1287', '1015', '955', '947', '1053', '1059', '1266', '1272', '1145', '1223', '1033', '1164', '1088', '1228', '1123', '1193', '1148', '1186', '1170', '1278', '1078', '1235', '1219', '1196', '1074', '1252', '1013', '1022', '1276', '1262', '1038', '983', '1011', '1126', '1044', '982', '1104', '950', '1227', '1089', '1025', '963', '973', '1083', '1132', '1226', '1094', '1049', '1110', '1175', '1157', '1238', '1069', '1021', '1017', '1065', '1012', '1112', '1054', '998', '1073', '1204', '1128', '1249', '1051', '1220', '1133', '986', '954', '1239', '1082', '1057', '1268', '1029', '1288', '1047', '997', '1285', '1225', '952', '1127', '977', '1260', '1195', '1183', '1188', '1253', '1250', '1001', '1216', '1210', '945', '1061', '1275', '958', '1004', '1063', '1280', '1067', '980', '1134', '1264', '1211', '1179', '1055', '1248', '1279', '1205', '1171', '1231', '1178', '1108', '1155', '1116', '1019', '1026', '971', '990', '975', '1131', '1244', '1229', '1109', '1215', '1208'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://Uganda2000_processed/GeoKey1001_BAND1.csv::/tmp/hf-datasets-cache/medium/datasets/94126548141006-config-parquet-and-info-cjerzak-ImageHeterogeneit-667536ef/hub/datasets--cjerzak--ImageHeterogeneity/snapshots/68f11006569aefd2707ede738b4b93439e7b5d2d/Uganda2000_processed.zip
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)