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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_sample', 'submix_lufs_target', 'start_seconds', 'file', 'segment_start_sample', 'end_seconds', 'length_sample', 'lufs', 'length_seconds'}) and 4 missing columns ({'Unnamed: 0', 'true_peak', 'naive_peak', 'loudness_integrated'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-jpn/manifest/test/000000/music.csv (at revision cc35363e153f88d81501d2dc2ce2dee4c174e663)
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_sample', 'submix_lufs_target', 'start_seconds', 'file', 'segment_start_sample', 'end_seconds', 'length_sample', 'lufs', 'length_seconds'}) and 4 missing columns ({'Unnamed: 0', 'true_peak', 'naive_peak', 'loudness_integrated'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kwatcharasupat/dnr-v3-jpn/manifest/test/000000/music.csv (at revision cc35363e153f88d81501d2dc2ce2dee4c174e663)
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 | -25.541057 | -6.576436 | -6.585134 |
music | -35.787906 | -17.820528 | -17.820931 |
sfx_fg | -29.946245 | -1.993896 | -1.99905 |
sfx_bg | -43.726119 | -14.04536 | -14.043608 |
mixture | -25.46148 | -0.735685 | -0.753746 |
speech | -34.162119 | -13.011598 | -13.027464 |
music | -35.779249 | -13.565644 | -13.573384 |
sfx_fg | -29.444271 | -1.905709 | -2.000778 |
sfx_bg | -53.611099 | -24.739339 | -24.767084 |
mixture | -28.774525 | -0.856237 | -0.880034 |
speech | -26.644695 | -2.910163 | -2.93009 |
music | -35.924439 | -16.277048 | -16.281528 |
sfx_fg | -28.288509 | -6.760621 | -7.203893 |
sfx_bg | -38.692502 | -2.011217 | -2.788481 |
mixture | -25.35483 | -2.111751 | -2.426821 |
speech | -30.149179 | -6.100682 | -6.117294 |
music | -25.203238 | -7.826873 | -7.829999 |
sfx_fg | -32.678334 | -11.618954 | -11.617011 |
sfx_bg | -43.021852 | -11.458776 | -11.817048 |
mixture | -24.278722 | -5.188331 | -5.191786 |
speech | -31.975358 | -9.714238 | -9.693675 |
music | -27.649168 | -9.279592 | -9.297016 |
sfx_fg | -29.339013 | -2.928418 | -2.929692 |
sfx_bg | -34.704655 | -9.874156 | -10.184065 |
mixture | -25.408653 | -2.396847 | -2.398001 |
speech | -33.760659 | -12.509092 | -12.601201 |
music | -39.434297 | -20.292421 | -20.292227 |
sfx_fg | -29.655875 | -3.60341 | -4.24838 |
sfx_bg | -29.125707 | -8.017488 | -8.026283 |
mixture | -26.81165 | -3.347824 | -4.020501 |
speech | -30.189459 | -10.581172 | -10.57582 |
music | -32.863132 | -12.931736 | -12.931721 |
sfx_fg | -27.17257 | -1.966588 | -1.988385 |
sfx_bg | -39.293167 | -2.66334 | -3.793248 |
mixture | -25.694772 | -1.495375 | -1.53172 |
speech | -29.287436 | -6.536551 | -6.542628 |
music | -34.065028 | -17.716252 | -17.716534 |
sfx_fg | -29.880753 | -1.866982 | -1.985674 |
sfx_bg | -37.967981 | -7.399074 | -7.590958 |
mixture | -27.70632 | -1.296518 | -1.347025 |
speech | -28.491841 | -7.004598 | -6.996745 |
music | -43.089353 | -23.623762 | -23.623192 |
sfx_fg | -29.366228 | -2.918322 | -3.053979 |
sfx_bg | -44.415807 | -7.381158 | -7.562201 |
mixture | -27.38604 | -2.733743 | -2.865458 |
speech | -24.219023 | -4.445429 | -4.445674 |
music | -39.081249 | -20.852811 | -20.856133 |
sfx_fg | -35.428414 | -2.005198 | -2.494135 |
sfx_bg | -50.438966 | -19.636397 | -19.817826 |
mixture | -24.871776 | -1.741703 | -2.220697 |
speech | -26.978706 | -6.129204 | -6.146208 |
music | -34.65644 | -14.011709 | -14.01094 |
sfx_fg | -30.871481 | -1.791806 | -1.994099 |
sfx_bg | -30.989078 | -3.287142 | -3.660447 |
mixture | -25.819899 | 0.223011 | 0.014954 |
speech | -25.507414 | -4.885049 | -4.915692 |
music | -47.775461 | -30.204698 | -30.207995 |
sfx_fg | -29.450674 | -1.99807 | -1.999775 |
sfx_bg | -49.664203 | -21.820603 | -21.873448 |
mixture | -25.052055 | -1.668311 | -1.757787 |
speech | -30.316919 | -5.368763 | -5.393165 |
music | -28.539879 | -8.594388 | -8.594353 |
sfx_fg | -30.294349 | -1.979855 | -2.00419 |
sfx_bg | -46.182481 | -16.904305 | -17.055515 |
mixture | -26.240924 | -1.1275 | -1.127703 |
speech | -26.316789 | -3.88589 | -3.915394 |
music | -33.682762 | -9.362269 | -9.544987 |
sfx_fg | -32.568058 | -1.973101 | -1.992092 |
sfx_bg | -34.163884 | -2.421001 | -2.420972 |
mixture | -26.545294 | -1.771638 | -1.781038 |
speech | -26.621921 | -2.071223 | -2.065719 |
music | -33.52996 | -16.420451 | -16.419674 |
sfx_fg | -31.036046 | -3.087272 | -3.087327 |
sfx_bg | -34.252105 | -4.601486 | -4.480782 |
mixture | -26.548497 | -1.796656 | -1.869574 |
speech | -30.445492 | -8.399903 | -8.386164 |
music | -32.685522 | -13.654398 | -13.829105 |
sfx_fg | -26.275273 | -1.962409 | -1.999737 |
sfx_bg | -45.285068 | -14.776133 | -14.83319 |
mixture | -27.613582 | -1.395565 | -1.395799 |
speech | -26.105912 | -1.99634 | -2.009052 |
music | -29.795641 | -10.836659 | -10.838485 |
sfx_fg | -35.23152 | -4.50029 | -4.54575 |
sfx_bg | -36.393857 | -2.212478 | -3.094566 |
mixture | -25.266132 | -1.629492 | -1.708559 |
speech | -27.200838 | -6.001458 | -6.0099 |
music | -32.238543 | -15.041712 | -15.043781 |
sfx_fg | -45.839996 | -19.042798 | -19.05344 |
sfx_bg | -36.107878 | -13.757869 | -13.812725 |
mixture | -27.125133 | -6.018846 | -6.028091 |
speech | -26.386262 | -3.959129 | -3.964784 |
music | -33.593686 | -15.90825 | -15.939127 |
sfx_fg | -39.635916 | -6.758535 | -6.766741 |
sfx_bg | -50.888088 | -16.450507 | -18.224882 |
mixture | -26.844743 | -3.671694 | -3.689056 |
speech | -28.601653 | -6.020837 | -6.096442 |
music | -27.662416 | -9.223431 | -9.2247 |
sfx_fg | -35.000421 | -1.94207 | -2.459116 |
sfx_bg | -35.4403 | -3.687913 | -3.754237 |
mixture | -25.699048 | -2.017562 | -2.5407 |
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