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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 10 new columns ({'length_seconds', 'lufs', 'length_sample', 'segment_start_sample', 'file', 'end_seconds', 'submix_lufs_target', 'start_sample', 'submix_lufs', 'start_seconds'}) and 4 missing columns ({'Unnamed: 0', 'loudness_integrated', 'naive_peak', 'true_peak'}).

This happened while the csv dataset builder was generating data using

hf://datasets/kwatcharasupat/dnr-v3-eng/manifest/train/000000/music.csv (at revision 626f569ba416d2264b0718a85a0fabd4dd53ee60)

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
              file: string
              start_sample: int64
              length_sample: int64
              segment_start_sample: int64
              start_seconds: double
              length_seconds: double
              end_seconds: double
              lufs: double
              submix_lufs: double
              submix_lufs_target: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1496
              to
              {'Unnamed: 0': Value('string'), 'loudness_integrated': Value('float64'), 'true_peak': Value('float64'), 'naive_peak': 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 1450, 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 993, 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 10 new columns ({'length_seconds', 'lufs', 'length_sample', 'segment_start_sample', 'file', 'end_seconds', 'submix_lufs_target', 'start_sample', 'submix_lufs', 'start_seconds'}) and 4 missing columns ({'Unnamed: 0', 'loudness_integrated', 'naive_peak', 'true_peak'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/kwatcharasupat/dnr-v3-eng/manifest/train/000000/music.csv (at revision 626f569ba416d2264b0718a85a0fabd4dd53ee60)
              
              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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Unnamed: 0
string
loudness_integrated
float64
true_peak
float64
naive_peak
float64
speech
-29.050717
-6.475318
-6.540789
music
-33.557041
-13.926652
-13.926831
sfx_fg
-28.537051
-6.2118
-6.211688
sfx_bg
-39.541724
-16.094262
-17.233203
mixture
-27.487476
-5.124753
-5.128644
speech
-30.205222
-7.122502
-7.145254
music
-31.407397
-11.479523
-11.487972
sfx_fg
-41.792826
-13.133187
-13.515678
sfx_bg
-54.176187
-26.328923
-26.327405
mixture
-28.8777
-7.124745
-7.146669
speech
-26.838321
-1.999914
-2.02083
music
-40.537787
-27.752485
-27.881466
sfx_fg
-32.034516
-1.995843
-2.281463
sfx_bg
-50.277213
-16.214886
-16.284713
mixture
-26.361925
-0.706743
-0.722641
speech
-28.685291
-3.616582
-3.649703
music
-30.991858
-7.21524
-7.215248
sfx_fg
-25.954142
-1.999478
-1.999858
sfx_bg
-42.139289
-16.863822
-17.19343
mixture
-25.316337
-1.188868
-1.197713
speech
-27.784621
-3.482126
-3.482158
music
-35.141685
-10.858641
-10.95716
sfx_fg
-27.189817
-2.000143
-2.201879
sfx_bg
-43.838499
-13.680425
-13.959916
mixture
-25.819206
-1.981584
-2.196882
speech
-31.406778
-7.635647
-7.646459
music
-32.885221
-14.428448
-14.447136
sfx_fg
-29.296051
-7.286225
-7.703732
sfx_bg
-30.805481
-1.991682
-1.99737
mixture
-26.417293
-1.838142
-1.844972
speech
-25.910475
-1.998186
-1.999915
music
-34.802285
-15.539252
-15.54562
sfx_fg
-29.714384
-7.332586
-7.332067
sfx_bg
-55.734719
-26.314397
-26.315632
mixture
-25.733149
-0.823636
-0.826754
speech
-29.455073
-5.639946
-5.658363
music
-31.617986
-13.231021
-13.231168
sfx_fg
-25.252966
-4.240754
-4.225233
sfx_bg
-39.294411
-13.339109
-13.867315
mixture
-25.112116
-4.166268
-4.165208
speech
-35.62023
-12.759547
-12.813767
music
-27.943509
-5.104336
-5.26789
sfx_fg
-35.360456
-5.616158
-5.614999
sfx_bg
-48.855543
-14.268321
-14.638271
mixture
-27.501481
-5.036727
-5.076692
speech
-26.744485
-2.693857
-2.697419
music
-37.45912
-16.437928
-16.440272
sfx_fg
-30.872348
-1.957611
-1.999909
sfx_bg
-49.427645
-27.859999
-27.863207
mixture
-26.294371
-1.52299
-1.524418
speech
-27.403675
-1.995169
-2.426879
music
-49.297606
-28.674078
-28.6769
sfx_fg
-41.496856
-11.795586
-11.74685
sfx_bg
-52.745151
-22.442901
-23.709061
mixture
-27.400164
-2.03881
-2.420795
speech
-28.729029
-8.128926
-8.138136
music
-43.884993
-24.220153
-24.220333
sfx_fg
-37.85305
-4.357135
-4.354938
sfx_bg
-27.022399
-1.824899
-1.968013
mixture
-25.950258
-1.781459
-1.926529
speech
-29.020845
-6.672419
-7.063281
music
-30.319897
-12.683827
-12.683696
sfx_fg
-30.581231
-1.984603
-2.927835
sfx_bg
-55.404629
-28.205923
-28.242707
mixture
-27.341337
-1.245762
-2.202758
speech
-25.940892
-4.609709
-4.632095
music
-30.84898
-13.288989
-13.304281
sfx_fg
-47.948656
-23.813499
-23.8763
sfx_bg
-38.974803
-5.176212
-6.056174
mixture
-25.851216
-4.258336
-4.370671
speech
-30.447615
-6.091983
-6.112829
music
-25.822519
-2.605913
-3.776952
sfx_fg
-30.10947
-1.981181
-2.017017
sfx_bg
-50.639161
-24.815241
-24.820798
mixture
-25.475525
-0.234628
-0.278259
speech
-27.028858
-4.721971
-4.728917
music
-42.818359
-20.243982
-20.243941
sfx_fg
-35.60186
-2.000974
-3.779028
sfx_bg
-39.310117
-4.870495
-4.909257
mixture
-27.047146
-1.932786
-3.706562
speech
-27.697119
-6.470503
-6.473836
music
-36.032353
-22.187603
-22.187959
sfx_fg
-37.097945
-4.743653
-5.258213
sfx_bg
-30.308145
-4.287428
-4.288661
mixture
-26.269695
-3.584388
-3.631718
speech
-35.581926
-9.572572
-9.610227
music
-33.542443
-11.646078
-11.650863
sfx_fg
-27.121742
-1.998476
-1.999423
sfx_bg
-55.941382
-24.265974
-24.709205
mixture
-26.69619
-2.004168
-2.002832
speech
-31.263172
-8.7029
-8.713465
music
-24.555392
-4.464115
-4.709059
sfx_fg
-36.731024
-3.094257
-3.846549
sfx_bg
-38.591692
-5.170355
-5.291681
mixture
-26.670345
-2.48731
-3.20284
speech
-25.605219
-3.075039
-3.08846
music
-35.162474
-14.947343
-14.948346
sfx_fg
-29.954507
-4.566909
-4.934446
sfx_bg
-34.12806
-1.877629
-2.133663
mixture
-25.875742
-1.035652
-1.266496
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