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The dataset generation failed because of a cast error
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 1 new columns ({'Salary'}) and 19 missing columns ({'HmRun', 'Runs', 'RBI', 'CRBI', 'DivisionW', 'PutOuts', 'Walks', 'AtBat', 'Errors', 'Assists', 'LeagueN', 'CRuns', 'Years', 'Hits', 'CWalks', 'NewLeagueN', 'CHmRun', 'CHits', 'CAtBat'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Adapting/MLO/hitters.y.csv (at revision f8cbdcb404b37b5804966dd9851064e01db9f4e6)
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 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Salary: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 374
to
{'AtBat': Value(dtype='int64', id=None), 'Hits': Value(dtype='int64', id=None), 'HmRun': Value(dtype='int64', id=None), 'Runs': Value(dtype='int64', id=None), 'RBI': Value(dtype='int64', id=None), 'Walks': Value(dtype='int64', id=None), 'Years': Value(dtype='int64', id=None), 'CAtBat': Value(dtype='int64', id=None), 'CHits': Value(dtype='int64', id=None), 'CHmRun': Value(dtype='int64', id=None), 'CRuns': Value(dtype='int64', id=None), 'CRBI': Value(dtype='int64', id=None), 'CWalks': Value(dtype='int64', id=None), 'LeagueN': Value(dtype='int64', id=None), 'DivisionW': Value(dtype='int64', id=None), 'PutOuts': Value(dtype='int64', id=None), 'Assists': Value(dtype='int64', id=None), 'Errors': Value(dtype='int64', id=None), 'NewLeagueN': 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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 1 new columns ({'Salary'}) and 19 missing columns ({'HmRun', 'Runs', 'RBI', 'CRBI', 'DivisionW', 'PutOuts', 'Walks', 'AtBat', 'Errors', 'Assists', 'LeagueN', 'CRuns', 'Years', 'Hits', 'CWalks', 'NewLeagueN', 'CHmRun', 'CHits', 'CAtBat'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Adapting/MLO/hitters.y.csv (at revision f8cbdcb404b37b5804966dd9851064e01db9f4e6)
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)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
AtBat
int64 | Hits
int64 | HmRun
int64 | Runs
int64 | RBI
int64 | Walks
int64 | Years
int64 | CAtBat
int64 | CHits
int64 | CHmRun
int64 | CRuns
int64 | CRBI
int64 | CWalks
int64 | LeagueN
int64 | DivisionW
int64 | PutOuts
int64 | Assists
int64 | Errors
int64 | NewLeagueN
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
315
| 81
| 7
| 24
| 38
| 39
| 14
| 3,449
| 835
| 69
| 321
| 414
| 375
| 1
| 1
| 632
| 43
| 10
| 1
|
479
| 130
| 18
| 66
| 72
| 76
| 3
| 1,624
| 457
| 63
| 224
| 266
| 263
| 0
| 1
| 880
| 82
| 14
| 0
|
496
| 141
| 20
| 65
| 78
| 37
| 11
| 5,628
| 1,575
| 225
| 828
| 838
| 354
| 1
| 0
| 200
| 11
| 3
| 1
|
321
| 87
| 10
| 39
| 42
| 30
| 2
| 396
| 101
| 12
| 48
| 46
| 33
| 1
| 0
| 805
| 40
| 4
| 1
|
594
| 169
| 4
| 74
| 51
| 35
| 11
| 4,408
| 1,133
| 19
| 501
| 336
| 194
| 0
| 1
| 282
| 421
| 25
| 0
|
185
| 37
| 1
| 23
| 8
| 21
| 2
| 214
| 42
| 1
| 30
| 9
| 24
| 1
| 0
| 76
| 127
| 7
| 0
|
298
| 73
| 0
| 24
| 24
| 7
| 3
| 509
| 108
| 0
| 41
| 37
| 12
| 0
| 1
| 121
| 283
| 9
| 0
|
323
| 81
| 6
| 26
| 32
| 8
| 2
| 341
| 86
| 6
| 32
| 34
| 8
| 1
| 1
| 143
| 290
| 19
| 1
|
401
| 92
| 17
| 49
| 66
| 65
| 13
| 5,206
| 1,332
| 253
| 784
| 890
| 866
| 0
| 0
| 0
| 0
| 0
| 0
|
574
| 159
| 21
| 107
| 75
| 59
| 10
| 4,631
| 1,300
| 90
| 702
| 504
| 488
| 0
| 0
| 238
| 445
| 22
| 0
|
202
| 53
| 4
| 31
| 26
| 27
| 9
| 1,876
| 467
| 15
| 192
| 186
| 161
| 1
| 1
| 304
| 45
| 11
| 1
|
418
| 113
| 13
| 48
| 61
| 47
| 4
| 1,512
| 392
| 41
| 205
| 204
| 203
| 1
| 0
| 211
| 11
| 7
| 1
|
239
| 60
| 0
| 30
| 11
| 22
| 6
| 1,941
| 510
| 4
| 309
| 103
| 207
| 0
| 0
| 121
| 151
| 6
| 0
|
196
| 43
| 7
| 29
| 27
| 30
| 13
| 3,231
| 825
| 36
| 376
| 290
| 238
| 1
| 0
| 80
| 45
| 8
| 1
|
568
| 158
| 20
| 89
| 75
| 73
| 15
| 8,068
| 2,273
| 177
| 1,045
| 993
| 732
| 1
| 1
| 105
| 290
| 10
| 1
|
190
| 46
| 2
| 24
| 8
| 15
| 5
| 479
| 102
| 5
| 65
| 23
| 39
| 0
| 1
| 102
| 177
| 16
| 0
|
127
| 32
| 8
| 16
| 22
| 14
| 8
| 727
| 180
| 24
| 67
| 82
| 56
| 1
| 1
| 202
| 22
| 2
| 1
|
413
| 92
| 16
| 72
| 48
| 65
| 1
| 413
| 92
| 16
| 72
| 48
| 65
| 1
| 0
| 280
| 9
| 5
| 1
|
426
| 109
| 3
| 55
| 43
| 62
| 1
| 426
| 109
| 3
| 55
| 43
| 62
| 0
| 1
| 361
| 22
| 2
| 1
|
472
| 116
| 16
| 60
| 62
| 74
| 6
| 1,924
| 489
| 67
| 242
| 251
| 240
| 1
| 1
| 518
| 55
| 3
| 1
|
629
| 168
| 18
| 73
| 102
| 40
| 18
| 8,424
| 2,464
| 164
| 1,008
| 1,072
| 402
| 0
| 0
| 1,067
| 157
| 14
| 0
|
587
| 163
| 4
| 92
| 51
| 70
| 6
| 2,695
| 747
| 17
| 442
| 198
| 317
| 0
| 0
| 434
| 9
| 3
| 0
|
324
| 73
| 4
| 32
| 18
| 22
| 7
| 1,931
| 491
| 13
| 291
| 108
| 180
| 1
| 0
| 222
| 3
| 3
| 1
|
474
| 129
| 10
| 50
| 56
| 40
| 10
| 2,331
| 604
| 61
| 246
| 327
| 166
| 1
| 1
| 732
| 83
| 13
| 1
|
550
| 152
| 6
| 92
| 37
| 81
| 5
| 2,308
| 633
| 32
| 349
| 182
| 308
| 1
| 1
| 262
| 329
| 16
| 1
|
513
| 137
| 20
| 90
| 95
| 90
| 14
| 5,201
| 1,382
| 166
| 763
| 734
| 784
| 0
| 1
| 267
| 5
| 3
| 0
|
419
| 108
| 6
| 55
| 36
| 22
| 3
| 591
| 149
| 8
| 80
| 46
| 31
| 1
| 1
| 226
| 7
| 4
| 1
|
583
| 168
| 17
| 83
| 80
| 56
| 5
| 1,646
| 452
| 44
| 219
| 208
| 136
| 0
| 0
| 109
| 292
| 25
| 0
|
204
| 49
| 6
| 23
| 25
| 12
| 7
| 1,309
| 308
| 27
| 126
| 132
| 66
| 0
| 1
| 419
| 46
| 5
| 0
|
379
| 106
| 10
| 38
| 60
| 30
| 14
| 6,207
| 1,906
| 146
| 859
| 803
| 571
| 1
| 1
| 72
| 170
| 24
| 1
|
268
| 60
| 5
| 24
| 25
| 15
| 2
| 350
| 78
| 5
| 34
| 29
| 18
| 1
| 1
| 442
| 59
| 6
| 1
|
181
| 41
| 1
| 15
| 21
| 33
| 2
| 232
| 50
| 4
| 20
| 29
| 45
| 0
| 0
| 326
| 29
| 5
| 0
|
217
| 46
| 7
| 32
| 19
| 9
| 4
| 694
| 160
| 32
| 86
| 76
| 32
| 0
| 0
| 307
| 25
| 1
| 0
|
254
| 68
| 2
| 28
| 26
| 22
| 6
| 999
| 236
| 21
| 108
| 117
| 118
| 0
| 0
| 359
| 30
| 4
| 0
|
416
| 132
| 7
| 57
| 49
| 33
| 3
| 932
| 273
| 24
| 113
| 121
| 80
| 1
| 1
| 73
| 177
| 18
| 1
|
205
| 57
| 8
| 34
| 32
| 9
| 5
| 756
| 192
| 32
| 117
| 107
| 51
| 0
| 0
| 58
| 4
| 4
| 0
|
526
| 146
| 13
| 71
| 70
| 84
| 6
| 2,648
| 715
| 77
| 352
| 342
| 289
| 1
| 1
| 303
| 9
| 9
| 1
|
457
| 101
| 14
| 42
| 63
| 22
| 17
| 6,521
| 1,767
| 281
| 1,003
| 977
| 619
| 0
| 1
| 389
| 39
| 4
| 0
|
214
| 53
| 2
| 30
| 29
| 23
| 2
| 226
| 59
| 2
| 32
| 32
| 27
| 1
| 0
| 109
| 7
| 3
| 1
|
591
| 168
| 19
| 80
| 72
| 39
| 9
| 4,478
| 1,307
| 113
| 634
| 563
| 319
| 0
| 1
| 67
| 147
| 4
| 0
|
403
| 101
| 12
| 45
| 53
| 39
| 12
| 5,150
| 1,429
| 166
| 747
| 666
| 526
| 0
| 0
| 316
| 6
| 5
| 0
|
405
| 102
| 18
| 49
| 85
| 20
| 6
| 950
| 231
| 29
| 99
| 138
| 64
| 1
| 1
| 161
| 10
| 3
| 1
|
244
| 58
| 9
| 28
| 25
| 35
| 4
| 1,335
| 333
| 49
| 164
| 179
| 194
| 1
| 1
| 142
| 14
| 2
| 1
|
313
| 78
| 6
| 32
| 41
| 12
| 12
| 3,742
| 968
| 35
| 409
| 321
| 170
| 1
| 1
| 106
| 206
| 7
| 1
|
627
| 177
| 25
| 98
| 81
| 70
| 6
| 3,210
| 927
| 133
| 529
| 472
| 313
| 0
| 0
| 240
| 482
| 13
| 0
|
416
| 113
| 24
| 58
| 69
| 16
| 1
| 416
| 113
| 24
| 58
| 69
| 16
| 0
| 0
| 203
| 70
| 10
| 0
|
155
| 44
| 6
| 21
| 23
| 15
| 16
| 6,631
| 1,634
| 98
| 698
| 661
| 777
| 1
| 0
| 53
| 88
| 3
| 1
|
236
| 56
| 0
| 27
| 15
| 11
| 4
| 1,115
| 270
| 1
| 116
| 64
| 57
| 0
| 1
| 125
| 199
| 13
| 0
|
216
| 53
| 1
| 31
| 15
| 22
| 4
| 926
| 210
| 9
| 118
| 69
| 114
| 1
| 1
| 73
| 152
| 11
| 1
|
585
| 139
| 31
| 93
| 94
| 62
| 17
| 7,546
| 1,982
| 315
| 1,141
| 1,179
| 727
| 0
| 0
| 0
| 0
| 0
| 0
|
199
| 53
| 5
| 29
| 22
| 21
| 3
| 514
| 120
| 8
| 57
| 40
| 39
| 0
| 1
| 152
| 3
| 5
| 0
|
521
| 142
| 20
| 67
| 86
| 45
| 4
| 815
| 205
| 22
| 99
| 103
| 78
| 0
| 0
| 107
| 242
| 23
| 0
|
311
| 81
| 3
| 42
| 30
| 26
| 17
| 8,247
| 2,198
| 100
| 950
| 909
| 690
| 1
| 1
| 153
| 223
| 10
| 1
|
512
| 131
| 26
| 69
| 96
| 52
| 14
| 5,347
| 1,397
| 221
| 712
| 815
| 548
| 0
| 1
| 119
| 216
| 12
| 0
|
507
| 122
| 29
| 78
| 85
| 91
| 18
| 7,761
| 1,947
| 347
| 1,175
| 1,152
| 1,380
| 0
| 0
| 808
| 108
| 2
| 0
|
529
| 137
| 26
| 86
| 97
| 97
| 15
| 6,661
| 1,785
| 291
| 1,082
| 949
| 989
| 0
| 0
| 280
| 10
| 5
| 0
|
424
| 119
| 6
| 57
| 46
| 13
| 9
| 3,651
| 1,046
| 32
| 461
| 301
| 112
| 0
| 0
| 224
| 286
| 8
| 1
|
351
| 97
| 4
| 55
| 29
| 39
| 4
| 1,258
| 353
| 16
| 196
| 110
| 117
| 1
| 1
| 226
| 7
| 3
| 0
|
388
| 103
| 15
| 59
| 47
| 39
| 6
| 2,174
| 555
| 80
| 285
| 274
| 186
| 0
| 1
| 182
| 9
| 4
| 0
|
339
| 96
| 4
| 37
| 29
| 23
| 4
| 1,064
| 290
| 11
| 123
| 108
| 55
| 0
| 1
| 104
| 213
| 9
| 0
|
255
| 70
| 7
| 49
| 35
| 43
| 15
| 6,311
| 1,661
| 154
| 1,019
| 608
| 820
| 1
| 0
| 51
| 54
| 8
| 1
|
677
| 238
| 31
| 117
| 113
| 53
| 5
| 2,223
| 737
| 93
| 349
| 401
| 171
| 0
| 0
| 1,377
| 100
| 6
| 0
|
614
| 163
| 29
| 89
| 83
| 75
| 11
| 5,017
| 1,388
| 266
| 813
| 822
| 617
| 1
| 1
| 303
| 6
| 6
| 1
|
329
| 83
| 9
| 50
| 39
| 56
| 9
| 3,828
| 948
| 145
| 575
| 528
| 635
| 0
| 1
| 276
| 6
| 2
| 0
|
637
| 174
| 31
| 89
| 116
| 56
| 14
| 6,727
| 2,024
| 247
| 978
| 1,093
| 495
| 1
| 1
| 278
| 9
| 9
| 1
|
280
| 82
| 16
| 44
| 45
| 47
| 2
| 428
| 113
| 25
| 61
| 70
| 63
| 0
| 0
| 148
| 4
| 2
| 0
|
155
| 41
| 12
| 21
| 29
| 22
| 16
| 5,409
| 1,338
| 181
| 746
| 805
| 875
| 0
| 1
| 165
| 9
| 1
| 0
|
458
| 114
| 13
| 67
| 57
| 48
| 4
| 1,350
| 298
| 28
| 160
| 123
| 122
| 0
| 1
| 246
| 389
| 18
| 0
|
314
| 83
| 13
| 39
| 46
| 16
| 5
| 1,457
| 405
| 28
| 156
| 159
| 76
| 0
| 1
| 533
| 40
| 4
| 0
|
475
| 123
| 27
| 76
| 93
| 72
| 4
| 1,810
| 471
| 108
| 292
| 343
| 267
| 1
| 0
| 226
| 10
| 6
| 1
|
317
| 78
| 7
| 35
| 35
| 32
| 1
| 317
| 78
| 7
| 35
| 35
| 32
| 0
| 0
| 45
| 122
| 26
| 0
|
511
| 138
| 25
| 76
| 96
| 61
| 3
| 592
| 164
| 28
| 87
| 110
| 71
| 0
| 1
| 157
| 7
| 8
| 0
|
382
| 119
| 13
| 54
| 58
| 36
| 12
| 2,133
| 594
| 41
| 287
| 294
| 227
| 1
| 1
| 59
| 156
| 9
| 1
|
565
| 148
| 24
| 90
| 104
| 77
| 14
| 7,287
| 2,083
| 305
| 1,135
| 1,234
| 791
| 0
| 0
| 292
| 9
| 5
| 0
|
415
| 115
| 27
| 97
| 71
| 68
| 3
| 711
| 184
| 45
| 156
| 119
| 99
| 1
| 1
| 274
| 2
| 7
| 1
|
424
| 110
| 15
| 70
| 47
| 36
| 7
| 2,130
| 544
| 38
| 335
| 174
| 258
| 1
| 1
| 292
| 6
| 3
| 1
|
495
| 151
| 17
| 61
| 84
| 78
| 10
| 5,624
| 1,679
| 275
| 884
| 1,015
| 709
| 0
| 0
| 1,045
| 88
| 13
| 0
|
233
| 49
| 2
| 41
| 23
| 18
| 8
| 1,350
| 336
| 7
| 166
| 122
| 106
| 0
| 0
| 102
| 132
| 10
| 0
|
566
| 154
| 22
| 76
| 84
| 43
| 14
| 6,100
| 1,583
| 131
| 743
| 693
| 300
| 0
| 1
| 316
| 439
| 10
| 0
|
641
| 198
| 31
| 101
| 108
| 41
| 5
| 2,129
| 610
| 92
| 297
| 319
| 117
| 0
| 0
| 269
| 17
| 10
| 0
|
215
| 51
| 4
| 19
| 18
| 11
| 1
| 215
| 51
| 4
| 19
| 18
| 11
| 0
| 0
| 116
| 5
| 12
| 0
|
441
| 128
| 16
| 70
| 73
| 80
| 14
| 6,675
| 2,095
| 209
| 1,072
| 1,050
| 695
| 0
| 1
| 97
| 218
| 16
| 0
|
325
| 76
| 16
| 33
| 52
| 37
| 5
| 1,506
| 351
| 71
| 195
| 219
| 214
| 1
| 1
| 726
| 87
| 3
| 0
|
490
| 125
| 24
| 81
| 105
| 62
| 13
| 6,063
| 1,646
| 271
| 847
| 999
| 680
| 1
| 0
| 869
| 62
| 8
| 1
|
574
| 152
| 31
| 91
| 101
| 64
| 3
| 985
| 260
| 53
| 148
| 173
| 95
| 1
| 1
| 1,253
| 111
| 11
| 1
|
596
| 171
| 34
| 91
| 108
| 52
| 6
| 2,862
| 728
| 107
| 361
| 401
| 224
| 0
| 1
| 118
| 334
| 21
| 0
|
472
| 118
| 12
| 63
| 54
| 30
| 4
| 793
| 187
| 14
| 102
| 80
| 50
| 0
| 1
| 228
| 377
| 26
| 0
|
283
| 77
| 14
| 45
| 47
| 26
| 16
| 6,840
| 1,910
| 259
| 915
| 1,067
| 546
| 0
| 1
| 144
| 6
| 5
| 0
|
408
| 94
| 4
| 42
| 36
| 66
| 9
| 3,573
| 866
| 59
| 429
| 365
| 410
| 1
| 1
| 282
| 487
| 19
| 1
|
327
| 85
| 3
| 30
| 44
| 20
| 8
| 2,140
| 568
| 16
| 216
| 208
| 93
| 0
| 0
| 91
| 185
| 12
| 0
|
370
| 96
| 21
| 49
| 46
| 60
| 15
| 6,986
| 1,972
| 231
| 1,070
| 955
| 921
| 1
| 0
| 137
| 5
| 9
| 1
|
354
| 77
| 16
| 36
| 55
| 41
| 20
| 8,716
| 2,172
| 384
| 1,172
| 1,267
| 1,057
| 1
| 1
| 83
| 174
| 16
| 1
|
539
| 139
| 5
| 93
| 58
| 69
| 5
| 1,469
| 369
| 12
| 247
| 126
| 198
| 0
| 1
| 462
| 9
| 7
| 0
|
340
| 84
| 11
| 62
| 33
| 47
| 5
| 1,516
| 376
| 42
| 284
| 141
| 219
| 1
| 0
| 185
| 8
| 4
| 0
|
510
| 126
| 2
| 42
| 44
| 35
| 11
| 5,562
| 1,578
| 44
| 703
| 519
| 256
| 1
| 1
| 207
| 358
| 20
| 1
|
282
| 78
| 13
| 37
| 51
| 29
| 5
| 1,649
| 453
| 73
| 211
| 280
| 138
| 0
| 1
| 670
| 57
| 5
| 0
|
380
| 120
| 5
| 54
| 51
| 31
| 8
| 3,118
| 900
| 92
| 444
| 419
| 240
| 0
| 1
| 237
| 8
| 1
| 0
|
584
| 158
| 15
| 70
| 84
| 42
| 5
| 2,358
| 636
| 58
| 265
| 316
| 134
| 1
| 0
| 331
| 20
| 4
| 1
|
570
| 169
| 21
| 72
| 88
| 38
| 7
| 3,754
| 1,077
| 140
| 492
| 589
| 263
| 0
| 1
| 295
| 15
| 5
| 0
|
306
| 104
| 14
| 50
| 58
| 25
| 7
| 2,954
| 822
| 55
| 313
| 377
| 187
| 1
| 0
| 116
| 222
| 15
| 1
|
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