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mkrish2025
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Machine-Failure-Prediction

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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 7 new columns ({'Lub oil pressure', 'lub oil temp', 'Engine Condition', 'Coolant temp', 'Coolant pressure', 'Engine rpm', 'Fuel pressure'}) and 6 missing columns ({'engine_rpm', 'coolant_temp', 'coolant_pressure', 'fuel_pressure', 'lub_oil_pressure', 'lub_oil_temp'}).

This happened while the csv dataset builder was generating data using

hf://datasets/mkrish2025/Machine-Failure-Prediction/data/engine_data.csv (at revision fc0aa21811eb0c55a8b21e319d865da2840f3859), [/tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/Xtest.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/Xtest.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/Xtrain.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/Xtrain.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/Xtest.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/Xtest.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/Xtrain.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/Xtrain.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/engine_data.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/engine_data.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/ytest.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/ytest.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/ytrain.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/ytrain.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/engine_data.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/engine_data.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/ytest.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/ytest.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/ytrain.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/ytrain.csv)]

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 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Engine rpm: int64
              Lub oil pressure: double
              Fuel pressure: double
              Coolant pressure: double
              lub oil temp: double
              Coolant temp: double
              Engine Condition: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1152
              to
              {'engine_rpm': Value('int64'), 'lub_oil_pressure': Value('float64'), 'fuel_pressure': Value('float64'), 'coolant_pressure': Value('float64'), 'lub_oil_temp': Value('float64'), 'coolant_temp': 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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 7 new columns ({'Lub oil pressure', 'lub oil temp', 'Engine Condition', 'Coolant temp', 'Coolant pressure', 'Engine rpm', 'Fuel pressure'}) and 6 missing columns ({'engine_rpm', 'coolant_temp', 'coolant_pressure', 'fuel_pressure', 'lub_oil_pressure', 'lub_oil_temp'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/mkrish2025/Machine-Failure-Prediction/data/engine_data.csv (at revision fc0aa21811eb0c55a8b21e319d865da2840f3859), [/tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/Xtest.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/Xtest.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/Xtrain.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/Xtrain.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/Xtest.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/Xtest.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/Xtrain.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/Xtrain.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/engine_data.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/engine_data.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/ytest.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/ytest.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/data/ytrain.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/data/ytrain.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/engine_data.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/engine_data.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/ytest.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/ytest.csv), /tmp/hf-datasets-cache/medium/datasets/78444853278032-config-parquet-and-info-mkrish2025-Machine-Failur-867cef49/hub/datasets--mkrish2025--Machine-Failure-Prediction/snapshots/fc0aa21811eb0c55a8b21e319d865da2840f3859/ytrain.csv (origin=hf://datasets/mkrish2025/Machine-Failure-Prediction@fc0aa21811eb0c55a8b21e319d865da2840f3859/ytrain.csv)]
              
              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)

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engine_rpm
int64
lub_oil_pressure
float64
fuel_pressure
float64
coolant_pressure
float64
lub_oil_temp
float64
coolant_temp
float64
1,050
4.599
7.746
2.908
77.191
71.728
887
5.288
9.945
2.338
77.032
86.744
538
4.173
4.94
1.536
76.23
76.97
1,545
2.603
8.186
2.176
76.415
84.514
665
2.808
8.649
2.046
75.749
73.401
623
5.572
7.666
2.127
77.001
80.012
653
4.061
5.55
1.007
78.948
85.172
1,274
2.69
7.211
1.91
74.098
81.936
1,232
3.296
3.339
5.843
76.275
76.549
964
4.219
4.989
3.577
78.515
83.625
1,025
2.18
5.352
1.718
76.688
74.288
666
2.802
9.61
1.234
78.103
82.341
1,248
2.209
5.982
2.2
87.942
76.3
555
3.256
3.51
2.69
75.78
76.938
825
4.05
3.969
4.189
78.838
74.102
1,097
5.255
3.808
2.825
77.342
82.863
807
2.619
5.055
2.939
77.406
74.551
686
3.666
3.777
1.613
77.297
75.993
848
2.16
0.126
1.753
75.794
71.828
806
3.9
5.227
2.794
74.17
70.068
851
2.723
3.688
1.746
76.88
72.8
451
2.784
6.454
1.049
75.521
76.26
592
2.871
5.81
2.322
78.389
77.541
441
3.993
6.195
3.153
73.51
75.354
728
4.908
5.722
2.615
75.464
89.462
459
2.152
6.578
1.449
74.453
75.569
920
4.438
5.728
2.189
76.165
67.486
786
5.438
5.876
3.229
85.669
65.007
546
2.984
5.579
2.06
77.562
78.089
544
5.155
8.963
1.719
76.875
75.934
732
2.626
5.552
2.163
75.619
88.056
373
2.367
3.694
1.927
82.462
75.522
623
3.655
5.452
3.011
76.46
74.775
779
2.431
4.917
1.159
77.728
85.656
474
2.681
6.378
1.034
77.158
70.762
901
2.104
5.535
1.55
77.066
67.88
774
3.178
4.982
2.546
74.946
86.456
538
3.732
7.139
1.647
74.896
85.479
786
4.896
4.054
1.196
75.955
76.569
508
2.79
6.394
1.722
76.953
88.49
1,094
2.425
5.601
1.912
77.922
83.957
468
2.365
6.202
2.942
74.696
83.094
567
2.096
7.661
2.673
75.933
75.262
936
2.969
7.517
1.82
85.735
81.707
948
3.593
4.485
0.891
78.273
72.145
1,336
2.719
8.628
1.76
75.015
89.651
753
3.423
5.723
1.707
75.742
70.112
698
3.546
5.285
0.664
77.105
74.336
498
2.851
8.231
2.844
75.111
69.246
620
2.981
9.962
2.175
75.803
74.726
1,566
4.126
2.111
1.986
76.063
81.684
594
2.053
3.707
1.825
76.821
74.13
720
4.317
5.292
2.241
76.627
77.319
691
4.271
5.459
1.89
74.863
84.751
552
6.093
4.763
2.21
74.115
81.642
896
4.094
5.599
3.964
76.612
71.438
1,597
2.906
8.86
2.016
76.489
71.22
554
2.5
4.155
2.264
80.73
74.378
526
2.632
5.387
3.351
73.301
89.196
581
2.702
8.271
1.511
75.932
76.684
1,378
2.099
5.523
5.523
84.683
80.888
595
2.409
7.249
1.89
85.37
74.802
1,003
4.298
9.941
1.788
76.004
84.392
938
2.305
7.791
7.189
76.688
83.923
809
5.211
11.676
2.59
83.189
78.517
1,086
2.507
12.74
1.7
75.572
83.114
507
2.761
4.66
2.382
82.166
78.068
1,000
2.821
4.418
1.812
74.661
82.03
909
3.173
6.719
3.807
78.468
72.768
704
2.2
4.744
1.576
77.371
86.844
650
2.162
7.058
2.442
75.422
83.887
915
3.872
10.455
1.805
75.767
79.03
754
2.367
2.495
3.09
88.542
76.423
510
4.387
2.529
2.631
74.628
66.891
692
3.9
7.049
1.909
77.413
77.825
534
3.965
0.983
2.255
76.214
78.106
560
2.683
12.029
2.559
87.242
84.05
574
4.106
8.612
1.356
77.722
79.876
749
3.362
5.725
2.532
75.184
71.889
482
2.422
5.394
2.391
75.181
73.086
808
2.559
4.759
1.637
76.083
68.97
636
4.036
6.982
1.517
78.528
73.322
966
2.6
3.355
2.712
78.37
73.252
762
3.478
5.132
1.132
75.072
71.456
452
4.956
5.557
2.922
74.709
68.68
537
4.627
3.416
2.526
76.63
83.616
1,240
2.591
10.824
2.785
75.66
87.976
1,006
3.61
13.265
1.118
87.505
75.212
584
2.018
7.132
2.592
75.53
76.893
855
4.204
5.804
2.422
76.671
74.637
849
3.932
5.004
1.963
77.617
90.261
788
2.216
7.794
2.924
77.195
80.253
1,235
2.953
6.53
5.21
77.502
86.013
482
2.705
7.349
3.41
76.43
85.991
463
3.703
10.099
2.883
81.746
90.626
558
2.802
8.618
2.031
76.823
73.348
562
2.901
2.308
1.917
77.723
76.791
1,324
2.5
5.054
3.943
76.609
82.323
943
3.665
4.746
2.752
76.817
70.448
937
4.625
9.729
5.158
74.168
73.807
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