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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 4 new columns ({'subject ID', ' ethnicity', ' age', ' gender'}) and 15 missing columns ({'Attention', 'predefinedlabel', 'Theta', 'Beta2', 'Raw', 'user-definedlabeln', 'Alpha2', 'Delta', 'SubjectID', 'Alpha1', 'Gamma1', 'VideoID', 'Gamma2', 'Beta1', 'Mediation'}).
This happened while the csv dataset builder was generating data using
hf://datasets/MElHuseyni/EEG_data/demographic_info.csv (at revision f6031a06caaee5a6cc7312130abf8965e20ddaa5)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
subject ID: int64
age: int64
ethnicity: string
gender: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 716
to
{'SubjectID': Value('float64'), 'VideoID': Value('float64'), 'Attention': Value('float64'), 'Mediation': Value('float64'), 'Raw': Value('float64'), 'Delta': Value('float64'), 'Theta': Value('float64'), 'Alpha1': Value('float64'), 'Alpha2': Value('float64'), 'Beta1': Value('float64'), 'Beta2': Value('float64'), 'Gamma1': Value('float64'), 'Gamma2': Value('float64'), 'predefinedlabel': Value('float64'), 'user-definedlabeln': Value('float64')}
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 1456, 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 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1833, 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 4 new columns ({'subject ID', ' ethnicity', ' age', ' gender'}) and 15 missing columns ({'Attention', 'predefinedlabel', 'Theta', 'Beta2', 'Raw', 'user-definedlabeln', 'Alpha2', 'Delta', 'SubjectID', 'Alpha1', 'Gamma1', 'VideoID', 'Gamma2', 'Beta1', 'Mediation'}).
This happened while the csv dataset builder was generating data using
hf://datasets/MElHuseyni/EEG_data/demographic_info.csv (at revision f6031a06caaee5a6cc7312130abf8965e20ddaa5)
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.
SubjectID
float64 | VideoID
float64 | Attention
float64 | Mediation
float64 | Raw
float64 | Delta
float64 | Theta
float64 | Alpha1
float64 | Alpha2
float64 | Beta1
float64 | Beta2
float64 | Gamma1
float64 | Gamma2
float64 | predefinedlabel
float64 | user-definedlabeln
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0
| 0
| 56
| 43
| 278
| 301,963
| 90,612
| 33,735
| 23,991
| 27,946
| 45,097
| 33,228
| 8,293
| 0
| 0
|
0
| 0
| 40
| 35
| -50
| 73,787
| 28,083
| 1,439
| 2,240
| 2,746
| 3,687
| 5,293
| 2,740
| 0
| 0
|
0
| 0
| 47
| 48
| 101
| 758,353
| 383,745
| 201,999
| 62,107
| 36,293
| 130,536
| 57,243
| 25,354
| 0
| 0
|
0
| 0
| 47
| 57
| -5
| 2,012,240
| 129,350
| 61,236
| 17,084
| 11,488
| 62,462
| 49,960
| 33,932
| 0
| 0
|
0
| 0
| 44
| 53
| -8
| 1,005,145
| 354,328
| 37,102
| 88,881
| 45,307
| 99,603
| 44,790
| 29,749
| 0
| 0
|
0
| 0
| 44
| 66
| 73
| 1,786,446
| 176,766
| 59,352
| 26,157
| 15,054
| 33,669
| 33,782
| 31,750
| 0
| 0
|
0
| 0
| 43
| 69
| 130
| 635,191
| 122,446
| 90,107
| 65,072
| 36,230
| 53,019
| 62,938
| 59,307
| 0
| 0
|
0
| 0
| 40
| 61
| -2
| 161,098
| 12,119
| 1,963
| 809
| 1,277
| 3,186
| 3,266
| 2,518
| 0
| 0
|
0
| 0
| 43
| 69
| 17
| 492,796
| 120,998
| 63,697
| 68,242
| 10,769
| 88,403
| 73,756
| 22,676
| 0
| 0
|
0
| 0
| 47
| 69
| -59
| 82,048
| 116,131
| 47,317
| 26,197
| 41,642
| 28,866
| 32,551
| 41,810
| 0
| 0
|
0
| 0
| 48
| 38
| -14
| 757,165
| 186,196
| 3,242
| 3,841
| 18,854
| 43,021
| 46,799
| 11,928
| 0
| 0
|
0
| 0
| 44
| 48
| 72
| 667,513
| 141,854
| 75,050
| 16,234
| 45,926
| 34,496
| 74,875
| 31,839
| 0
| 0
|
0
| 0
| 47
| 34
| 121
| 165,360
| 42,119
| 3,158
| 6,256
| 7,270
| 19,462
| 10,984
| 8,148
| 0
| 0
|
0
| 0
| 48
| 30
| -52
| 737,665
| 84,275
| 2,235
| 38,748
| 21,705
| 28,343
| 80,927
| 24,735
| 0
| 0
|
0
| 0
| 47
| 48
| 69
| 577,024
| 179,555
| 25,937
| 21,604
| 43,790
| 44,432
| 69,203
| 25,586
| 0
| 0
|
0
| 0
| 57
| 43
| 44
| 234,964
| 80,944
| 7,991
| 32,568
| 11,828
| 63,682
| 41,013
| 18,147
| 0
| 0
|
0
| 0
| 57
| 40
| 144
| 671,467
| 133,227
| 7,142
| 14,300
| 23,373
| 65,591
| 47,860
| 16,501
| 0
| 0
|
0
| 0
| 70
| 40
| 25
| 33,290
| 14,729
| 10,980
| 10,407
| 14,316
| 37,112
| 60,378
| 36,306
| 0
| 0
|
0
| 0
| 74
| 44
| -138
| 1,025,416
| 268,122
| 67,285
| 36,996
| 10,083
| 80,826
| 90,350
| 26,345
| 0
| 0
|
0
| 0
| 67
| 53
| 25
| 756,442
| 97,387
| 59,785
| 32,241
| 16,122
| 53,157
| 44,602
| 14,331
| 0
| 0
|
0
| 0
| 70
| 66
| 124
| 87,109
| 7,200
| 4,987
| 2,817
| 2,130
| 11,413
| 9,422
| 4,922
| 0
| 0
|
0
| 0
| 57
| 53
| 43
| 802,937
| 83,858
| 3,229
| 7,895
| 27,104
| 17,791
| 18,901
| 12,191
| 0
| 0
|
0
| 0
| 53
| 51
| 35
| 157,687
| 283,941
| 27,259
| 47,930
| 15,132
| 38,238
| 31,599
| 10,121
| 0
| 0
|
0
| 0
| 41
| 50
| 119
| 613,031
| 758,257
| 246,386
| 132,015
| 26,636
| 83,848
| 94,542
| 56,127
| 0
| 0
|
0
| 0
| 27
| 37
| 37
| 603,204
| 47,342
| 3,215
| 2,811
| 1,863
| 7,210
| 7,875
| 1,523
| 0
| 0
|
0
| 0
| 29
| 50
| 102
| 234,796
| 182,944
| 53,997
| 31,259
| 19,633
| 67,149
| 29,367
| 21,433
| 0
| 0
|
0
| 0
| 30
| 35
| 24
| 188,099
| 144,504
| 3,546
| 5,541
| 16,381
| 22,364
| 14,698
| 7,338
| 0
| 0
|
0
| 0
| 37
| 21
| -51
| 632,782
| 162,376
| 12,692
| 3,991
| 5,848
| 23,018
| 22,561
| 9,851
| 0
| 0
|
0
| 0
| 30
| 41
| 61
| 477,853
| 264,240
| 217,609
| 76,443
| 22,228
| 38,904
| 66,985
| 42,550
| 0
| 0
|
0
| 0
| 26
| 43
| 290
| 731,447
| 69,065
| 23,286
| 9,017
| 4,767
| 12,942
| 18,230
| 2,111
| 0
| 0
|
0
| 0
| 20
| 56
| -21
| 1,099,119
| 673,426
| 74,729
| 93,214
| 67,019
| 50,197
| 88,444
| 30,954
| 0
| 0
|
0
| 0
| 20
| 67
| 4
| 1,969,931
| 185,293
| 41,196
| 21,801
| 7,827
| 35,523
| 22,243
| 23,871
| 0
| 0
|
0
| 0
| 35
| 48
| -156
| 1,363,838
| 316,172
| 61,645
| 18,496
| 186,966
| 171,258
| 60,131
| 18,933
| 0
| 0
|
0
| 0
| 48
| 48
| -22
| 637,681
| 30,439
| 21,521
| 10,035
| 12,856
| 52,824
| 20,595
| 17,686
| 0
| 0
|
0
| 0
| 63
| 51
| 3
| 423,411
| 128,048
| 70,321
| 5,490
| 22,889
| 70,927
| 22,724
| 7,383
| 0
| 0
|
0
| 0
| 61
| 53
| 0
| 585,120
| 237,694
| 71,643
| 47,282
| 58,807
| 37,566
| 50,029
| 27,424
| 0
| 0
|
0
| 0
| 54
| 67
| 186
| 1,103,969
| 83,627
| 68,911
| 12,218
| 44,447
| 32,024
| 86,928
| 33,393
| 0
| 0
|
0
| 0
| 51
| 50
| 40
| 480,086
| 206,751
| 11,652
| 5,005
| 7,894
| 121,856
| 47,858
| 6,963
| 0
| 0
|
0
| 0
| 57
| 50
| 88
| 48,448
| 6,377
| 2,890
| 4,667
| 4,016
| 10,351
| 9,810
| 2,278
| 0
| 0
|
0
| 0
| 69
| 56
| 26
| 9,313
| 15,189
| 17,884
| 17,607
| 11,743
| 24,911
| 12,283
| 22,119
| 0
| 0
|
0
| 0
| 80
| 54
| -7
| 252,800
| 41,805
| 23,580
| 18,972
| 15,411
| 52,067
| 28,635
| 10,415
| 0
| 0
|
0
| 0
| 67
| 51
| 91
| 195,366
| 65,596
| 512
| 2,607
| 6,602
| 9,152
| 12,054
| 6,335
| 0
| 0
|
0
| 0
| 69
| 47
| 80
| 18,403
| 26,289
| 2,162
| 15,904
| 24,282
| 45,184
| 16,441
| 13,761
| 0
| 0
|
0
| 0
| 77
| 34
| 39
| 11,723
| 35,281
| 6,055
| 12,533
| 24,186
| 54,639
| 21,382
| 9,906
| 0
| 0
|
0
| 0
| 66
| 43
| 10
| 233,282
| 30,666
| 43,745
| 31,955
| 14,309
| 19,785
| 25,864
| 9,471
| 0
| 0
|
0
| 0
| 70
| 63
| 103
| 150,690
| 14,877
| 3,795
| 3,328
| 2,292
| 4,455
| 7,051
| 1,672
| 0
| 0
|
0
| 0
| 74
| 69
| 74
| 18,823
| 6,577
| 10,996
| 5,618
| 7,642
| 30,823
| 13,718
| 9,248
| 0
| 0
|
0
| 0
| 69
| 80
| 24
| 341,908
| 33,036
| 30,789
| 16,110
| 5,032
| 51,848
| 30,502
| 13,219
| 0
| 0
|
0
| 0
| 90
| 63
| 53
| 8,588
| 4,716
| 3,320
| 8,459
| 15,884
| 38,632
| 7,068
| 7,283
| 0
| 0
|
0
| 0
| 90
| 60
| 87
| 256,616
| 94,368
| 9,804
| 20,195
| 21,725
| 26,785
| 32,747
| 10,344
| 0
| 0
|
0
| 0
| 77
| 61
| 89
| 22,853
| 28,961
| 15,257
| 12,957
| 9,137
| 15,402
| 45,940
| 4,478
| 0
| 0
|
0
| 0
| 81
| 57
| -40
| 8,661
| 9,095
| 13,028
| 14,136
| 19,006
| 37,738
| 27,378
| 12,102
| 0
| 0
|
0
| 0
| 70
| 57
| 11
| 91,553
| 23,931
| 4,921
| 3,249
| 2,296
| 21,990
| 7,514
| 2,779
| 0
| 0
|
0
| 0
| 77
| 60
| -20
| 580,030
| 148,325
| 74,965
| 13,663
| 35,966
| 100,939
| 27,601
| 11,601
| 0
| 0
|
0
| 0
| 84
| 51
| -33
| 130,837
| 14,436
| 2,265
| 4,228
| 2,396
| 17,168
| 6,475
| 4,698
| 0
| 0
|
0
| 0
| 75
| 43
| 10
| 336,749
| 98,427
| 5,398
| 18,977
| 14,124
| 33,811
| 57,032
| 14,227
| 0
| 0
|
0
| 0
| 77
| 48
| 108
| 49,279
| 28,636
| 10,777
| 18,745
| 11,151
| 53,241
| 75,219
| 6,417
| 0
| 0
|
0
| 0
| 84
| 43
| 45
| 95,437
| 10,987
| 2,892
| 1,337
| 1,401
| 16,244
| 12,615
| 3,145
| 0
| 0
|
0
| 0
| 94
| 43
| 25
| 123,433
| 5,574
| 1,187
| 12,653
| 7,270
| 58,306
| 20,809
| 12,424
| 0
| 0
|
0
| 0
| 100
| 44
| 74
| 71,080
| 19,794
| 7,458
| 2,177
| 19,058
| 16,638
| 16,289
| 14,815
| 0
| 0
|
0
| 0
| 100
| 41
| 37
| 74,424
| 17,236
| 15,576
| 4,886
| 22,499
| 42,571
| 70,116
| 15,802
| 0
| 0
|
0
| 0
| 100
| 47
| -156
| 58,860
| 37,401
| 16,918
| 21,404
| 26,403
| 59,084
| 34,219
| 16,582
| 0
| 0
|
0
| 0
| 75
| 53
| -12
| 90,015
| 79,586
| 8,334
| 43,916
| 21,724
| 21,729
| 20,178
| 12,945
| 0
| 0
|
0
| 0
| 88
| 56
| 68
| 8,750
| 7,072
| 6,765
| 18,077
| 6,611
| 90,733
| 35,734
| 33,128
| 0
| 0
|
0
| 0
| 81
| 60
| 44
| 201,217
| 6,587
| 1,702
| 2,628
| 1,257
| 6,095
| 2,097
| 4,106
| 0
| 0
|
0
| 0
| 88
| 51
| 92
| 4,210
| 17,350
| 3,735
| 5,612
| 8,083
| 47,956
| 15,865
| 46,190
| 0
| 0
|
0
| 0
| 100
| 57
| 42
| 28,452
| 1,945
| 20,942
| 22,248
| 10,248
| 44,225
| 33,784
| 16,394
| 0
| 0
|
0
| 0
| 87
| 56
| 109
| 234,771
| 36,139
| 6,234
| 6,563
| 13,457
| 15,790
| 56,181
| 10,461
| 0
| 0
|
0
| 0
| 90
| 56
| 43
| 15,374
| 12,260
| 6,754
| 15,641
| 22,124
| 30,405
| 6,331
| 10,828
| 0
| 0
|
0
| 0
| 80
| 67
| 138
| 2,290
| 10,386
| 11,038
| 6,222
| 13,794
| 15,173
| 9,627
| 6,077
| 0
| 0
|
0
| 0
| 83
| 60
| 37
| 180,405
| 10,058
| 6,596
| 8,617
| 8,674
| 28,922
| 20,891
| 10,480
| 0
| 0
|
0
| 0
| 77
| 63
| 20
| 91,061
| 25,916
| 8,048
| 2,298
| 3,602
| 6,460
| 4,609
| 4,987
| 0
| 0
|
0
| 0
| 80
| 53
| 5
| 2,444
| 31,376
| 5,928
| 4,537
| 18,689
| 53,420
| 9,841
| 9,840
| 0
| 0
|
0
| 0
| 75
| 51
| 33
| 226,325
| 38,577
| 8,621
| 25,102
| 27,438
| 16,737
| 25,635
| 11,386
| 0
| 0
|
0
| 0
| 64
| 44
| -89
| 118,368
| 81,821
| 12,732
| 7,451
| 11,768
| 33,964
| 13,513
| 23,044
| 0
| 0
|
0
| 0
| 75
| 38
| 144
| 68,646
| 72,933
| 5,920
| 14,240
| 11,564
| 54,291
| 37,361
| 13,864
| 0
| 0
|
0
| 0
| 66
| 47
| 43
| 78,277
| 51,955
| 6,472
| 16,330
| 6,305
| 35,029
| 34,467
| 15,218
| 0
| 0
|
0
| 0
| 69
| 38
| -197
| 242,073
| 136,113
| 13,608
| 31,306
| 21,984
| 67,949
| 23,511
| 18,555
| 0
| 0
|
0
| 0
| 77
| 48
| 18
| 191,409
| 35,892
| 13,636
| 30,246
| 6,434
| 61,067
| 27,190
| 9,597
| 0
| 0
|
0
| 0
| 81
| 50
| 58
| 5,247
| 19,363
| 4,172
| 6,989
| 4,894
| 39,731
| 48,295
| 22,841
| 0
| 0
|
0
| 0
| 87
| 44
| -100
| 116,823
| 56,636
| 7,451
| 15,046
| 21,773
| 62,067
| 48,305
| 17,925
| 0
| 0
|
0
| 0
| 77
| 44
| -57
| 394,683
| 87,005
| 1,813
| 14,702
| 3,258
| 10,747
| 23,429
| 7,630
| 0
| 0
|
0
| 0
| 69
| 40
| 20
| 103,090
| 121,688
| 29,001
| 20,341
| 15,391
| 51,655
| 17,536
| 24,347
| 0
| 0
|
0
| 0
| 56
| 43
| 85
| 324,348
| 139,729
| 20,064
| 26,408
| 10,331
| 47,122
| 64,328
| 7,892
| 0
| 0
|
0
| 0
| 57
| 51
| 259
| 19,068
| 13,035
| 7,706
| 16,304
| 12,924
| 41,988
| 47,299
| 12,807
| 0
| 0
|
0
| 0
| 60
| 43
| 11
| 306,695
| 63,394
| 2,697
| 3,011
| 6,966
| 8,479
| 10,947
| 3,731
| 0
| 0
|
0
| 0
| 57
| 38
| -17
| 797,316
| 27,368
| 5,775
| 2,484
| 19,576
| 9,637
| 12,103
| 3,229
| 0
| 0
|
0
| 0
| 60
| 40
| 86
| 41,953
| 55,404
| 14,562
| 10,602
| 6,794
| 22,837
| 19,045
| 23,343
| 0
| 0
|
0
| 0
| 54
| 40
| 341
| 35,567
| 29,703
| 8,135
| 12,382
| 15,414
| 27,324
| 13,682
| 14,977
| 0
| 0
|
0
| 0
| 60
| 43
| -8
| 147,162
| 17,452
| 1,902
| 774
| 1,710
| 4,701
| 1,915
| 1,787
| 0
| 0
|
0
| 0
| 63
| 48
| 114
| 238,338
| 84,260
| 25,800
| 22,647
| 23,783
| 59,936
| 19,720
| 29,906
| 0
| 0
|
0
| 0
| 69
| 48
| 58
| 5,290
| 17,561
| 8,723
| 6,946
| 4,450
| 27,686
| 29,290
| 10,289
| 0
| 0
|
0
| 0
| 75
| 44
| 3
| 10,372
| 19,895
| 2,260
| 10,275
| 18,461
| 27,622
| 37,094
| 13,300
| 0
| 0
|
0
| 0
| 88
| 48
| 51
| 8,669
| 9,611
| 3,755
| 2,976
| 9,852
| 24,591
| 15,186
| 6,985
| 0
| 0
|
0
| 0
| 84
| 53
| 54
| 158,064
| 49,690
| 26,428
| 6,891
| 4,899
| 24,021
| 13,308
| 8,286
| 0
| 0
|
0
| 0
| 87
| 57
| 49
| 5,655
| 3,495
| 8,717
| 13,995
| 12,292
| 23,727
| 18,075
| 12,990
| 0
| 0
|
0
| 0
| 70
| 53
| 42
| 453,092
| 42,420
| 4,002
| 1,224
| 2,331
| 5,716
| 8,466
| 1,175
| 0
| 0
|
0
| 0
| 67
| 57
| 12
| 7,071
| 13,836
| 6,204
| 8,102
| 5,014
| 30,012
| 67,918
| 16,944
| 0
| 0
|
0
| 0
| 66
| 60
| 101
| 189,432
| 93,096
| 56,068
| 13,748
| 18,651
| 31,468
| 39,327
| 14,499
| 0
| 0
|
0
| 0
| 60
| 61
| -33
| 12,813
| 19,064
| 20,174
| 12,237
| 10,252
| 19,668
| 31,685
| 32,072
| 0
| 0
|
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