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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 8 new columns ({'0.01406193', '0.00024676', '0.01424432', '-0.0791049', '-0.00050306', '0.06372094', '0.00777602', '0.00109911'}) and 8 missing columns ({'-0.00020742', '-0.00074387', '0.00027776', '0.01389146', '-0.00180721', '-0.00090003', '-0.00040293', '0.00550628'}).
This happened while the csv dataset builder was generating data using
zip://MCC5-THU Motor_speed_circulation/bearing_ball_H_speed_circulation_20Nm_2000rpm_250707143705.csv::hf://datasets/Samlzy/MCC5-THU-Motor@7883ba4115a324938e3b7dd5032256fdd1ef47d3/MCC5-THU Motor_speed_circulation.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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
0: double
0.00777602: double
0.01406193: double
0.00109911: double
-0.00050306: double
0.00024676: double
0.06372094: double
-0.0791049: double
0.01424432: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1336
to
{'0': Value('float64'), '0.00550628': Value('float64'), '0.01389146': Value('float64'), '-0.00020742': Value('float64'), '0.00027776': Value('float64'), '-0.00180721': Value('float64'), '-0.00040293': Value('float64'), '-0.00074387': Value('float64'), '-0.00090003': 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 1334, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 911, in stream_convert_to_parquet
builder._prepare_split(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/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 8 new columns ({'0.01406193', '0.00024676', '0.01424432', '-0.0791049', '-0.00050306', '0.06372094', '0.00777602', '0.00109911'}) and 8 missing columns ({'-0.00020742', '-0.00074387', '0.00027776', '0.01389146', '-0.00180721', '-0.00090003', '-0.00040293', '0.00550628'}).
This happened while the csv dataset builder was generating data using
zip://MCC5-THU Motor_speed_circulation/bearing_ball_H_speed_circulation_20Nm_2000rpm_250707143705.csv::hf://datasets/Samlzy/MCC5-THU-Motor@7883ba4115a324938e3b7dd5032256fdd1ef47d3/MCC5-THU Motor_speed_circulation.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)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.
0
float64 | 0.00550628
float64 | 0.01389146
float64 | -0.00020742
float64 | 0.00027776
float64 | -0.00180721
float64 | -0.00040293
float64 | -0.00074387
float64 | -0.00090003
float64 |
|---|---|---|---|---|---|---|---|---|
0.000078
| 0.006664
| 0.013059
| 0.001169
| 0.00071
| 0.000018
| -0.000374
| -0.000691
| -0.000762
|
0.000156
| 0.006592
| 0.013387
| 0.002451
| 0.001012
| -0.000155
| -0.000452
| -0.000651
| -0.000628
|
0.000234
| 0.005805
| 0.014851
| 0.001247
| 0.000287
| -0.001605
| -0.000414
| -0.000671
| -0.000626
|
0.000313
| 0.006554
| 0.012536
| 0.001209
| -0.000659
| -0.000328
| -0.000446
| -0.000651
| -0.000641
|
0.000391
| 0.006418
| 0.010306
| 0.00173
| 0.000063
| -0.00011
| -0.000433
| -0.000794
| -0.000455
|
0.000469
| 0.005997
| 0.012403
| 0.001765
| 0.000398
| 0.00028
| -0.000461
| -0.000838
| -0.000529
|
0.000547
| 0.005941
| 0.012817
| 0.000197
| 0.000339
| -0.000374
| -0.000596
| -0.000855
| -0.000594
|
0.000625
| 0.005848
| 0.010804
| 0.000303
| 0.000079
| -0.001084
| -0.000436
| -0.000899
| -0.000529
|
0.000703
| 0.00677
| 0.012079
| 0.002228
| 0.000221
| -0.000798
| -0.000376
| -0.000863
| -0.000608
|
0.000781
| 0.006411
| 0.010867
| 0.002029
| 0.000209
| -0.000892
| -0.000397
| -0.00087
| -0.000676
|
0.000859
| 0.006129
| 0.008947
| 0.001266
| -0.000077
| -0.000435
| -0.000328
| -0.000869
| -0.000679
|
0.000938
| 0.005965
| 0.012906
| 0.000129
| -0.000005
| -0.000335
| -0.000253
| -0.000894
| -0.000609
|
0.001016
| 0.005711
| 0.013734
| 0.000774
| -0.000869
| -0.001221
| -0.000175
| -0.000858
| -0.000569
|
0.001094
| 0.006729
| 0.011009
| 0.001676
| -0.001347
| -0.001317
| -0.000263
| -0.000873
| -0.000539
|
0.001172
| 0.005946
| 0.011004
| 0.001669
| -0.000145
| -0.00069
| -0.000451
| -0.000967
| -0.000546
|
0.00125
| 0.005398
| 0.013847
| 0.001647
| 0.000709
| -0.001193
| -0.000589
| -0.000961
| -0.000529
|
0.001328
| 0.006598
| 0.011015
| 0.00113
| -0.000185
| -0.000842
| -0.000679
| -0.00093
| -0.000615
|
0.001406
| 0.006427
| 0.010308
| 0.001123
| -0.000286
| 0.000088
| -0.000752
| -0.000919
| -0.000708
|
0.001484
| 0.00564
| 0.014094
| 0.000749
| 0.00007
| -0.000091
| -0.000662
| -0.000917
| -0.000703
|
0.001563
| 0.006249
| 0.012058
| 0.001277
| -0.000415
| -0.000492
| -0.000511
| -0.000943
| -0.00082
|
0.001641
| 0.006238
| 0.0121
| 0.001793
| 0.00001
| -0.000931
| -0.000485
| -0.00095
| -0.000815
|
0.001719
| 0.006319
| 0.013119
| 0.000887
| -0.00013
| -0.00083
| -0.000346
| -0.000949
| -0.000813
|
0.001797
| 0.005813
| 0.01176
| 0.001324
| -0.000411
| 0.000008
| -0.000335
| -0.000933
| -0.000811
|
0.001875
| 0.004728
| 0.01037
| 0.001992
| -0.000025
| 0.000042
| -0.000514
| -0.00085
| -0.000776
|
0.001953
| 0.006639
| 0.013344
| 0.001351
| -0.000046
| -0.000749
| -0.000622
| -0.000759
| -0.000795
|
0.002031
| 0.006667
| 0.014858
| 0.000628
| -0.000036
| -0.000689
| -0.000714
| -0.00067
| -0.000727
|
0.002109
| 0.006008
| 0.012161
| 0.000913
| 0.000123
| 0.000037
| -0.000656
| -0.000535
| -0.000722
|
0.002188
| 0.005976
| 0.011145
| 0.001396
| 0.000182
| 0.000026
| -0.000578
| -0.000468
| -0.000758
|
0.002266
| 0.005326
| 0.01053
| 0.000687
| -0.000473
| -0.001076
| -0.000519
| -0.000502
| -0.00077
|
0.002344
| 0.006862
| 0.011964
| 0.001353
| -0.000927
| -0.000441
| -0.00046
| -0.000594
| -0.000728
|
0.002422
| 0.006365
| 0.013211
| 0.001211
| -0.000215
| -0.000061
| -0.000422
| -0.000767
| -0.000693
|
0.0025
| 0.005312
| 0.013738
| 0.000101
| -0.00038
| -0.001158
| -0.000491
| -0.000844
| -0.000626
|
0.002578
| 0.006453
| 0.010763
| 0.001417
| -0.000038
| -0.000292
| -0.000675
| -0.000829
| -0.000664
|
0.002656
| 0.006411
| 0.010931
| 0.00187
| 0.000995
| -0.000442
| -0.000601
| -0.000868
| -0.00069
|
0.002734
| 0.005771
| 0.014954
| 0.001194
| -0.000294
| -0.000949
| -0.000404
| -0.000874
| -0.000453
|
0.002813
| 0.00652
| 0.013317
| 0.001885
| 0.000408
| 0.000027
| -0.000253
| -0.000844
| -0.000439
|
0.002891
| 0.00653
| 0.012364
| 0.001965
| 0.000672
| -0.000038
| -0.000162
| -0.000792
| -0.00038
|
0.002969
| 0.006204
| 0.011756
| 0.000448
| -0.000995
| -0.000068
| -0.000243
| -0.000741
| -0.000328
|
0.003047
| 0.006064
| 0.013169
| 0.000613
| 0.000092
| 0.000274
| -0.000399
| -0.000802
| -0.000476
|
0.003125
| 0.005658
| 0.014435
| 0.00192
| 0.000162
| -0.000298
| -0.000482
| -0.000873
| -0.000479
|
0.003203
| 0.006994
| 0.011983
| 0.00196
| -0.000628
| -0.000693
| -0.000558
| -0.000769
| -0.000557
|
0.003281
| 0.006598
| 0.011511
| 0.001197
| -0.000875
| 0.000029
| -0.000544
| -0.000668
| -0.00069
|
0.003359
| 0.006119
| 0.010881
| 0.000966
| -0.000764
| -0.000097
| -0.000429
| -0.000646
| -0.000753
|
0.003438
| 0.005972
| 0.012552
| 0.001532
| -0.000019
| -0.001422
| -0.000364
| -0.000571
| -0.000879
|
0.003516
| 0.00553
| 0.014571
| 0.001193
| 0.000098
| -0.001211
| -0.000224
| -0.000551
| -0.001057
|
0.003594
| 0.00741
| 0.013305
| 0.00057
| -0.000468
| 0.000001
| -0.00018
| -0.000499
| -0.001023
|
0.003672
| 0.006444
| 0.012875
| 0.001699
| -0.000787
| -0.000744
| -0.00034
| -0.000565
| -0.001035
|
0.00375
| 0.00517
| 0.013775
| 0.001853
| -0.000017
| -0.00123
| -0.000485
| -0.000752
| -0.001016
|
0.003828
| 0.006589
| 0.013677
| 0.00065
| 0.000155
| -0.000491
| -0.000564
| -0.00078
| -0.000943
|
0.003906
| 0.006555
| 0.01429
| 0.000621
| -0.000707
| -0.001199
| -0.000734
| -0.000876
| -0.001006
|
0.003984
| 0.005677
| 0.016178
| 0.001032
| -0.001193
| -0.001178
| -0.00085
| -0.000923
| -0.00095
|
0.004063
| 0.006287
| 0.013437
| 0.000812
| 0.000205
| -0.000722
| -0.000761
| -0.000926
| -0.000999
|
0.004141
| 0.006244
| 0.012254
| 0.000829
| 0.000715
| -0.000321
| -0.000662
| -0.00088
| -0.000936
|
0.004219
| 0.006242
| 0.014625
| 0.001304
| -0.000398
| 0.00036
| -0.000567
| -0.000709
| -0.000839
|
0.004297
| 0.006216
| 0.013261
| 0.000411
| 0.000271
| -0.000219
| -0.000482
| -0.000725
| -0.00085
|
0.004375
| 0.005162
| 0.010525
| 0.001221
| -0.000032
| -0.000157
| -0.000466
| -0.000635
| -0.000836
|
0.004453
| 0.006638
| 0.011082
| 0.001664
| -0.000361
| 0.000546
| -0.00057
| -0.00051
| -0.000825
|
0.004531
| 0.006306
| 0.011991
| 0.000583
| 0.000215
| 0.000269
| -0.000687
| -0.000577
| -0.000769
|
0.004609
| 0.005832
| 0.010012
| 0.001349
| 0.000166
| -0.000658
| -0.000722
| -0.000472
| -0.000808
|
0.004688
| 0.006087
| 0.012363
| 0.001239
| 0.001047
| -0.000222
| -0.000716
| -0.000435
| -0.000749
|
0.004766
| 0.005391
| 0.013877
| 0.000759
| 0.000708
| 0.000123
| -0.000604
| -0.000585
| -0.000765
|
0.004844
| 0.007285
| 0.010817
| 0.000489
| 0.00039
| -0.000731
| -0.000528
| -0.000654
| -0.000821
|
0.004922
| 0.006486
| 0.012975
| 0.001537
| -0.000322
| -0.000904
| -0.000615
| -0.000684
| -0.000838
|
0.005
| 0.005368
| 0.015471
| 0.001491
| -0.000926
| -0.000249
| -0.000664
| -0.000646
| -0.000845
|
0.005078
| 0.00671
| 0.012549
| 0.001278
| 0.000854
| 0.000056
| -0.000721
| -0.000738
| -0.000829
|
0.005156
| 0.00632
| 0.011951
| 0.002781
| -0.000963
| -0.000805
| -0.000732
| -0.000744
| -0.00097
|
0.005234
| 0.005537
| 0.013919
| 0.000588
| -0.001925
| -0.000354
| -0.000674
| -0.000576
| -0.000972
|
0.005313
| 0.006237
| 0.013499
| -0.000066
| 0.000122
| -0.000081
| -0.000693
| -0.000627
| -0.000987
|
0.005391
| 0.006591
| 0.012786
| 0.001218
| 0.000044
| -0.000647
| -0.000699
| -0.000569
| -0.000992
|
0.005469
| 0.006332
| 0.012343
| 0.001462
| 0.000422
| -0.000167
| -0.00075
| -0.00056
| -0.000979
|
0.005547
| 0.00613
| 0.010847
| 0.002061
| -0.000234
| -0.000567
| -0.000749
| -0.000716
| -0.001
|
0.005625
| 0.0059
| 0.010526
| 0.001954
| -0.000329
| -0.000235
| -0.000591
| -0.000721
| -0.001066
|
0.005703
| 0.006887
| 0.013374
| 0.001593
| 0.000288
| 0.000703
| -0.000522
| -0.000752
| -0.001191
|
0.005781
| 0.006845
| 0.013347
| 0.000438
| -0.00044
| -0.000082
| -0.000541
| -0.000719
| -0.001054
|
0.005859
| 0.006726
| 0.011032
| 0.000664
| -0.000643
| -0.000749
| -0.000414
| -0.000752
| -0.001065
|
0.005938
| 0.006146
| 0.012596
| 0.000879
| 0.000073
| -0.000895
| -0.000399
| -0.000789
| -0.001047
|
0.006016
| 0.005652
| 0.015064
| 0.0011
| 0.001069
| -0.000834
| -0.000489
| -0.000755
| -0.00101
|
0.006094
| 0.007234
| 0.013648
| 0.00199
| -0.000719
| -0.000473
| -0.000538
| -0.000925
| -0.001057
|
0.006172
| 0.006789
| 0.013168
| 0.00134
| -0.001241
| -0.00046
| -0.000679
| -0.000925
| -0.000941
|
0.00625
| 0.006386
| 0.013787
| 0.001265
| 0.001354
| -0.000606
| -0.000716
| -0.000951
| -0.000916
|
0.006328
| 0.006622
| 0.011679
| 0.00121
| 0.001225
| -0.000962
| -0.000681
| -0.000974
| -0.000877
|
0.006406
| 0.006561
| 0.01235
| 0.001335
| -0.000968
| -0.000497
| -0.000682
| -0.000856
| -0.000888
|
0.006484
| 0.007291
| 0.011944
| 0.001456
| -0.000535
| -0.000528
| -0.000679
| -0.000998
| -0.000802
|
0.006563
| 0.00667
| 0.010977
| 0.000658
| 0.000509
| -0.000505
| -0.000671
| -0.001022
| -0.000801
|
0.006641
| 0.006098
| 0.010742
| 0.001435
| 0.000156
| 0.000503
| -0.00074
| -0.000992
| -0.000849
|
0.006719
| 0.007015
| 0.011543
| 0.002037
| -0.000237
| -0.000812
| -0.000764
| -0.001079
| -0.000851
|
0.006797
| 0.006516
| 0.013396
| 0.000678
| -0.000781
| -0.000702
| -0.000743
| -0.001086
| -0.001096
|
0.006875
| 0.005937
| 0.011241
| 0.001277
| -0.00002
| 0.000273
| -0.000803
| -0.00101
| -0.001199
|
0.006953
| 0.007116
| 0.012621
| 0.002414
| -0.000072
| -0.000529
| -0.000875
| -0.000914
| -0.001267
|
0.007031
| 0.006688
| 0.012673
| 0.000832
| -0.000104
| -0.000064
| -0.000925
| -0.000882
| -0.00145
|
0.007109
| 0.0063
| 0.01242
| 0.001333
| 0.000645
| -0.000333
| -0.00091
| -0.000936
| -0.001612
|
0.007188
| 0.006267
| 0.013398
| 0.002238
| -0.00038
| -0.000755
| -0.000907
| -0.001014
| -0.001551
|
0.007266
| 0.006109
| 0.011303
| 0.001053
| -0.000504
| -0.000241
| -0.000874
| -0.000981
| -0.001484
|
0.007344
| 0.006785
| 0.013468
| 0.0016
| 0.000312
| -0.0002
| -0.000793
| -0.000991
| -0.001549
|
0.007422
| 0.006734
| 0.011364
| 0.001333
| 0.000769
| -0.00042
| -0.000705
| -0.000913
| -0.001485
|
0.0075
| 0.006968
| 0.010456
| 0.000966
| 0.000198
| -0.000073
| -0.000607
| -0.000782
| -0.001386
|
0.007578
| 0.006728
| 0.012302
| 0.0021
| -0.000908
| 0.000417
| -0.000542
| -0.000743
| -0.001193
|
0.007656
| 0.006584
| 0.011482
| 0.002079
| 0.000241
| -0.000811
| -0.000484
| -0.000616
| -0.001068
|
0.007734
| 0.006851
| 0.0132
| 0.000752
| 0.001247
| -0.000738
| -0.000536
| -0.00066
| -0.001023
|
0.007813
| 0.006123
| 0.012791
| 0.000316
| 0.000054
| 0.000449
| -0.000619
| -0.000786
| -0.001035
|
End of preview.