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

This happened while the csv dataset builder was generating data using

hf://datasets/kwatcharasupat/dnr-v3-deu/manifest/train/000000/music.csv (at revision 192e1a11308dd92f8d6ae96e50033932d43aace3)

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 ({'submix_lufs', 'start_seconds', 'file', 'segment_start_sample', 'end_seconds', 'length_seconds', 'start_sample', 'lufs', 'submix_lufs_target', 'length_sample'}) and 4 missing columns ({'loudness_integrated', 'naive_peak', 'Unnamed: 0', 'true_peak'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/kwatcharasupat/dnr-v3-deu/manifest/train/000000/music.csv (at revision 192e1a11308dd92f8d6ae96e50033932d43aace3)
              
              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
-30.344434
-9.862966
-9.867586
music
-33.548344
-13.917749
-13.917844
sfx_fg
-28.52808
-6.172109
-6.171939
sfx_bg
-39.523255
-16.074362
-17.212988
mixture
-28.345964
-5.672392
-5.67314
speech
-30.765937
-10.383903
-10.390785
music
-31.921839
-12.008826
-12.017399
sfx_fg
-42.288812
-13.633688
-14.016279
sfx_bg
-54.743711
-26.893466
-26.892749
mixture
-28.956572
-9.663548
-9.664414
speech
-27.673813
-4.888611
-4.899082
music
-40.718557
-27.932442
-28.063368
sfx_fg
-32.229784
-1.995843
-2.281651
sfx_bg
-50.452859
-16.383853
-16.454452
mixture
-26.83816
-2.020106
-2.053552
speech
-29.148716
-5.714914
-5.742167
music
-31.302672
-7.525637
-7.525589
sfx_fg
-26.273695
-2.082134
-2.082505
sfx_bg
-42.446477
-17.174951
-17.504299
mixture
-25.334764
-1.215138
-1.22547
speech
-27.557105
-7.301457
-7.314499
music
-35.229332
-10.94911
-11.047224
sfx_fg
-27.277207
-2.00022
-2.202258
sfx_bg
-43.930647
-13.777466
-14.056829
mixture
-25.750006
-1.843605
-1.973381
speech
-31.578472
-9.549625
-9.570728
music
-33.00607
-14.548203
-14.567437
sfx_fg
-29.425591
-7.41656
-7.834372
sfx_bg
-30.923803
-1.991716
-1.997381
mixture
-26.179103
-1.848468
-1.856476
speech
-26.815922
-4.85224
-4.880491
music
-34.95792
-15.688492
-15.695463
sfx_fg
-29.880274
-7.498844
-7.498268
sfx_bg
-55.79989
-26.379597
-26.381353
mixture
-26.41507
-4.990174
-4.999941
speech
-29.943337
-5.710171
-6.121024
music
-32.136323
-13.729402
-13.729275
sfx_fg
-25.778579
-4.770663
-4.755177
sfx_bg
-39.811109
-13.855242
-14.383
mixture
-25.471956
-4.185531
-4.171052
speech
-35.662643
-15.515818
-15.546869
music
-28.00587
-5.172245
-5.333606
sfx_fg
-35.421374
-5.67966
-5.678496
sfx_bg
-48.905679
-14.318542
-14.688685
mixture
-27.526233
-4.695232
-4.695105
speech
-26.375035
-5.233296
-5.233301
music
-37.179899
-16.14823
-16.150666
sfx_fg
-30.54093
-1.957381
-1.999902
sfx_bg
-49.113766
-27.559798
-27.562575
mixture
-25.969447
-0.050176
-0.054427
speech
-27.167409
-5.379932
-5.380223
music
-49.425958
-28.799747
-28.80257
sfx_fg
-41.65013
-11.949154
-11.900702
sfx_bg
-52.752459
-22.508189
-23.774007
mixture
-27.168018
-5.386373
-5.386579
speech
-29.207461
-9.977198
-9.978466
music
-43.675687
-23.989263
-23.989974
sfx_fg
-37.649049
-4.157102
-4.154909
sfx_bg
-26.817122
-1.816295
-1.995542
mixture
-26.049142
-0.769426
-0.934378
speech
-29.810847
-7.101984
-7.117302
music
-30.675205
-13.03381
-13.033626
sfx_fg
-30.950004
-1.98463
-2.927917
sfx_bg
-55.752342
-28.548223
-28.585021
mixture
-27.513463
-1.3147
-2.252959
speech
-26.955017
-6.53688
-6.542806
music
-31.892466
-14.328554
-14.343804
sfx_fg
-48.90152
-24.652942
-24.716383
sfx_bg
-39.889323
-6.05896
-6.939078
mixture
-26.300244
-5.572277
-5.589096
speech
-32.686858
-9.624827
-9.626192
music
-26.027682
-2.835071
-4.006117
sfx_fg
-30.313073
-1.989171
-2.008564
sfx_bg
-50.786521
-24.960978
-24.964801
mixture
-26.122089
-0.184686
-0.239852
speech
-27.032882
-8.21658
-8.220298
music
-43.147887
-20.573014
-20.572819
sfx_fg
-35.901749
-2.000881
-3.77841
sfx_bg
-39.634636
-5.197416
-5.236128
mixture
-26.932258
-1.969118
-3.743829
speech
-26.226884
-4.51497
-4.924819
music
-34.48717
-20.668178
-20.668714
sfx_fg
-35.589651
-3.233397
-3.74799
sfx_bg
-28.810778
-2.769768
-2.770982
mixture
-24.81444
-2.360844
-2.359934
speech
-35.590939
-12.731276
-12.805493
music
-32.914624
-11.129361
-11.134286
sfx_fg
-26.658615
-1.998477
-2.008063
sfx_bg
-55.476646
-23.795329
-24.244108
mixture
-26.650213
-1.921177
-1.932398
speech
-33.017039
-6.830218
-6.84639
music
-25.787582
-5.675562
-5.920475
sfx_fg
-37.832184
-3.778744
-3.946987
sfx_bg
-39.802256
-6.38003
-6.501433
mixture
-27.502162
-3.771374
-3.945599
speech
-27.95678
-5.505914
-5.520891
music
-37.151994
-16.935966
-16.936707
sfx_fg
-31.980535
-6.604768
-6.972211
sfx_bg
-36.084913
-1.892626
-2.124964
mixture
-27.240154
-1.572605
-1.793933
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