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

This happened while the csv dataset builder was generating data using

hf://datasets/kwatcharasupat/dnr-v3-dra/manifest/train/000000/music.csv (at revision 1c93997e17fd69e46c650bfef78b7c7389220acc)

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 ({'start_seconds', 'length_seconds', 'submix_lufs_target', 'lufs', 'segment_start_sample', 'submix_lufs', 'start_sample', 'file', 'length_sample', 'end_seconds'}) and 4 missing columns ({'true_peak', 'loudness_integrated', 'naive_peak', 'Unnamed: 0'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/kwatcharasupat/dnr-v3-dra/manifest/train/000000/music.csv (at revision 1c93997e17fd69e46c650bfef78b7c7389220acc)
              
              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
-29.185868
-8.331858
-8.40891
music
-33.227046
-13.598003
-13.597848
sfx_fg
-28.231364
-5.881821
-5.881765
sfx_bg
-39.195784
-15.745575
-16.885362
mixture
-28.058551
-6.247959
-6.247625
speech
-29.388863
-10.045001
-10.044675
music
-30.598034
-10.669661
-10.6781
sfx_fg
-41.018683
-12.373684
-12.756127
sfx_bg
-53.412598
-25.51703
-25.515733
mixture
-29.076611
-8.066963
-8.082155
speech
-26.215731
-8.929896
-8.930097
music
-39.400223
-26.608159
-26.741556
sfx_fg
-30.75692
-1.976115
-2.056776
sfx_bg
-49.197618
-15.119167
-15.188926
mixture
-26.965439
-1.954162
-2.034814
speech
-28.305624
-4.068512
-4.079588
music
-30.902449
-7.125276
-7.125231
sfx_fg
-25.827063
-1.999253
-1.999584
sfx_bg
-42.039439
-16.773922
-17.104314
mixture
-25.295207
-1.46132
-1.470209
speech
-27.510129
-7.077044
-7.118752
music
-34.765173
-10.480886
-10.579237
sfx_fg
-26.814233
-2.000116
-2.200165
sfx_bg
-43.450187
-13.292868
-13.572113
mixture
-25.834908
-1.412416
-2.899662
speech
-32.167111
-10.07055
-10.088484
music
-32.96167
-14.508286
-14.527657
sfx_fg
-29.355079
-7.345865
-7.763456
sfx_bg
-30.873153
-1.99177
-1.99741
mixture
-26.627025
-1.839904
-1.846728
speech
-26.675507
-5.686882
-5.686609
music
-34.374545
-15.108278
-15.11435
sfx_fg
-29.293186
-6.911158
-6.910738
sfx_bg
-55.350874
-25.842407
-25.842987
mixture
-26.451929
-4.91472
-4.942141
speech
-29.24092
-10.814534
-10.833044
music
-31.347041
-12.940335
-12.940447
sfx_fg
-24.980593
-3.970629
-3.955049
sfx_bg
-39.013052
-13.058524
-13.586384
mixture
-25.251234
-4.025221
-4.011663
speech
-35.961226
-16.381106
-16.392505
music
-27.763772
-4.943609
-5.097925
sfx_fg
-35.199813
-5.456179
-5.454992
sfx_bg
-48.683553
-14.093693
-14.463807
mixture
-27.287502
-4.876958
-4.953641
speech
-26.443274
-7.029179
-7.038193
music
-37.16171
-16.138299
-16.140488
sfx_fg
-30.529221
-1.957425
-1.999925
sfx_bg
-49.097692
-27.542838
-27.545383
mixture
-26.496121
-1.670057
-1.672786
speech
-27.481552
-7.255415
-7.256079
music
-48.838872
-28.204553
-28.207612
sfx_fg
-41.071662
-11.374979
-11.326558
sfx_bg
-52.40561
-22.031103
-23.298423
mixture
-27.988248
-7.292853
-7.295421
speech
-30.584678
-11.731213
-11.737898
music
-43.973607
-24.251102
-24.251311
sfx_fg
-37.880591
-4.387343
-4.385144
sfx_bg
-27.054894
-1.827797
-1.966542
mixture
-26.524048
-1.246106
-1.316321
speech
-28.598845
-10.172165
-10.177368
music
-29.839882
-12.202294
-12.202256
sfx_fg
-30.104229
-1.984565
-2.707957
sfx_bg
-54.934735
-27.732474
-27.768064
mixture
-27.361233
-1.241412
-2.176595
speech
-25.913544
-6.786873
-6.787697
music
-30.920796
-13.358915
-13.374269
sfx_fg
-48.074648
-23.94157
-24.004834
sfx_bg
-39.049413
-5.266806
-6.146996
mixture
-25.72805
-4.01224
-4.755431
speech
-33.182766
-15.255798
-15.256304
music
-26.134785
-2.916201
-4.087255
sfx_fg
-30.426682
-1.988497
-2.023402
sfx_bg
-50.915365
-25.089087
-25.094879
mixture
-26.128598
-0.450926
-0.497276
speech
-26.551262
-5.685969
-5.687908
music
-42.698102
-20.123906
-20.123862
sfx_fg
-35.509931
-2.000723
-3.77869
sfx_bg
-39.197802
-4.752391
-4.791149
mixture
-26.75409
-1.973448
-3.7498
speech
-26.014938
-4.652137
-4.661688
music
-34.561015
-20.751028
-20.751453
sfx_fg
-35.659887
-3.30358
-3.818099
sfx_bg
-28.866157
-2.833647
-2.834723
mixture
-25.737306
-2.301094
-2.300203
speech
-35.765782
-15.541286
-15.545402
music
-33.006208
-11.109387
-11.114408
sfx_fg
-26.588575
-1.977387
-2.00808
sfx_bg
-55.416121
-23.739749
-24.186993
mixture
-26.533077
-1.906503
-1.916073
speech
-32.267239
-12.488717
-12.488911
music
-25.153627
-5.061818
-5.306726
sfx_fg
-37.253414
-3.476002
-3.884539
sfx_bg
-39.195303
-5.770329
-5.891548
mixture
-27.072554
-3.580532
-3.788548
speech
-25.455786
-6.414691
-6.435722
music
-34.861836
-14.645729
-14.646823
sfx_fg
-29.65605
-4.268504
-4.636308
sfx_bg
-33.82764
-1.865746
-2.077649
mixture
-26.419395
-1.457745
-1.656743
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