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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)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.
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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