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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 8 new columns ({'start', 'custom', 'channel', 'language', 'text', 'speaker', 'recording_id', 'gender'}) and 4 missing columns ({'num_samples', 'sources', 'channel_ids', 'sampling_rate'}).
This happened while the json dataset builder was generating data using
gzip://libritts_supervisions_train-clean-100.jsonl::hf://datasets/yfyeung/libritts-encodec@a34ff577d6d7c335f9f27dfa9168fcea10a4e1ce/data/manifests/libritts_supervisions_train-clean-100.jsonl.gz
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: string
recording_id: string
start: double
duration: double
channel: int64
text: string
language: string
speaker: string
gender: string
custom: struct<orig_text: string, snr: double>
child 0, orig_text: string
child 1, snr: double
to
{'id': Value(dtype='string', id=None), 'sources': [{'type': Value(dtype='string', id=None), 'channels': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), 'source': Value(dtype='string', id=None)}], 'sampling_rate': Value(dtype='int64', id=None), 'num_samples': Value(dtype='int64', id=None), 'duration': Value(dtype='float64', id=None), 'channel_ids': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}
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 1412, 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 988, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, 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 8 new columns ({'start', 'custom', 'channel', 'language', 'text', 'speaker', 'recording_id', 'gender'}) and 4 missing columns ({'num_samples', 'sources', 'channel_ids', 'sampling_rate'}).
This happened while the json dataset builder was generating data using
gzip://libritts_supervisions_train-clean-100.jsonl::hf://datasets/yfyeung/libritts-encodec@a34ff577d6d7c335f9f27dfa9168fcea10a4e1ce/data/manifests/libritts_supervisions_train-clean-100.jsonl.gz
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.
id
string | sources
list | sampling_rate
int64 | num_samples
int64 | duration
float64 | channel_ids
sequence |
|---|---|---|---|---|---|
4830_25898_000007_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000007_000000.wav"
}
] | 24,000
| 207,600
| 8.65
|
[
0
] |
4830_25898_000021_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000021_000001.wav"
}
] | 24,000
| 200,640
| 8.36
|
[
0
] |
4830_25898_000019_000003
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000019_000003.wav"
}
] | 24,000
| 284,160
| 11.84
|
[
0
] |
4830_25898_000015_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000015_000000.wav"
}
] | 24,000
| 282,720
| 11.78
|
[
0
] |
4830_25898_000021_000005
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000021_000005.wav"
}
] | 24,000
| 342,240
| 14.26
|
[
0
] |
4830_25898_000021_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000021_000000.wav"
}
] | 24,000
| 223,680
| 9.32
|
[
0
] |
4830_25898_000023_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000023_000001.wav"
}
] | 24,000
| 182,161
| 7.590042
|
[
0
] |
4830_25898_000006_000004
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000006_000004.wav"
}
] | 24,000
| 164,160
| 6.84
|
[
0
] |
4830_25898_000020_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000020_000000.wav"
}
] | 24,000
| 50,400
| 2.1
|
[
0
] |
4830_25898_000006_000002
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000006_000002.wav"
}
] | 24,000
| 219,120
| 9.13
|
[
0
] |
4830_25898_000009_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000009_000000.wav"
}
] | 24,000
| 266,160
| 11.09
|
[
0
] |
4830_25898_000006_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000006_000001.wav"
}
] | 24,000
| 163,680
| 6.82
|
[
0
] |
4830_25898_000009_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000009_000001.wav"
}
] | 24,000
| 147,840
| 6.16
|
[
0
] |
4830_25898_000033_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000033_000001.wav"
}
] | 24,000
| 122,161
| 5.090042
|
[
0
] |
4830_25898_000022_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000022_000000.wav"
}
] | 24,000
| 46,080
| 1.92
|
[
0
] |
4830_25898_000021_000006
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000021_000006.wav"
}
] | 24,000
| 199,680
| 8.32
|
[
0
] |
4830_25898_000027_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000027_000000.wav"
}
] | 24,000
| 179,279
| 7.469958
|
[
0
] |
4830_25898_000006_000005
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000006_000005.wav"
}
] | 24,000
| 214,080
| 8.92
|
[
0
] |
4830_25898_000028_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000028_000000.wav"
}
] | 24,000
| 42,479
| 1.769958
|
[
0
] |
4830_25898_000005_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000005_000000.wav"
}
] | 24,000
| 151,680
| 6.32
|
[
0
] |
4830_25898_000018_000003
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000018_000003.wav"
}
] | 24,000
| 90,240
| 3.76
|
[
0
] |
4830_25898_000009_000002
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000009_000002.wav"
}
] | 24,000
| 255,120
| 10.63
|
[
0
] |
4830_25898_000028_000003
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000028_000003.wav"
}
] | 24,000
| 29,520
| 1.23
|
[
0
] |
4830_25898_000011_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000011_000000.wav"
}
] | 24,000
| 43,680
| 1.82
|
[
0
] |
4830_25898_000030_000002
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000030_000002.wav"
}
] | 24,000
| 528,720
| 22.03
|
[
0
] |
4830_25898_000037_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000037_000001.wav"
}
] | 24,000
| 243,120
| 10.13
|
[
0
] |
4830_25898_000016_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000016_000000.wav"
}
] | 24,000
| 75,600
| 3.15
|
[
0
] |
4830_25898_000021_000003
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000021_000003.wav"
}
] | 24,000
| 162,720
| 6.78
|
[
0
] |
4830_25898_000018_000004
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000018_000004.wav"
}
] | 24,000
| 323,760
| 13.49
|
[
0
] |
4830_25898_000019_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000019_000000.wav"
}
] | 24,000
| 274,800
| 11.45
|
[
0
] |
4830_25898_000020_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000020_000001.wav"
}
] | 24,000
| 118,800
| 4.95
|
[
0
] |
4830_25898_000034_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000034_000001.wav"
}
] | 24,000
| 131,279
| 5.469958
|
[
0
] |
4830_25898_000008_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000008_000001.wav"
}
] | 24,000
| 237,840
| 9.91
|
[
0
] |
4830_25898_000036_000002
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000036_000002.wav"
}
] | 24,000
| 162,719
| 6.779958
|
[
0
] |
4830_25898_000037_000003
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000037_000003.wav"
}
] | 24,000
| 380,400
| 15.85
|
[
0
] |
4830_25898_000031_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000031_000001.wav"
}
] | 24,000
| 443,519
| 18.479958
|
[
0
] |
4830_25898_000018_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000018_000000.wav"
}
] | 24,000
| 113,280
| 4.72
|
[
0
] |
4830_25898_000024_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000024_000001.wav"
}
] | 24,000
| 93,841
| 3.910042
|
[
0
] |
4830_25898_000021_000004
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000021_000004.wav"
}
] | 24,000
| 255,840
| 10.66
|
[
0
] |
4830_25898_000028_000004
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000028_000004.wav"
}
] | 24,000
| 30,960
| 1.29
|
[
0
] |
4830_25898_000006_000003
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000006_000003.wav"
}
] | 24,000
| 264,000
| 11
|
[
0
] |
4830_25898_000018_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000018_000001.wav"
}
] | 24,000
| 232,320
| 9.68
|
[
0
] |
4830_25898_000036_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000036_000000.wav"
}
] | 24,000
| 69,120
| 2.88
|
[
0
] |
4830_25898_000017_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000017_000000.wav"
}
] | 24,000
| 91,440
| 3.81
|
[
0
] |
4830_25898_000025_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000025_000000.wav"
}
] | 24,000
| 106,560
| 4.44
|
[
0
] |
4830_25898_000017_000002
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000017_000002.wav"
}
] | 24,000
| 112,320
| 4.68
|
[
0
] |
4830_25898_000018_000002
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000018_000002.wav"
}
] | 24,000
| 136,320
| 5.68
|
[
0
] |
4830_25898_000028_000001
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000028_000001.wav"
}
] | 24,000
| 42,959
| 1.789958
|
[
0
] |
4830_25898_000005_000003
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000005_000003.wav"
}
] | 24,000
| 180,240
| 7.51
|
[
0
] |
4830_25898_000012_000000
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25898/4830_25898_000012_000000.wav"
}
] | 24,000
| 361,440
| 15.06
|
[
0
] |
4830_25904_000007_000002
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25904/4830_25904_000007_000002.wav"
}
] | 24,000
| 212,880
| 8.87
|
[
0
] |
4830_25904_000017_000002
|
[
{
"type": "file",
"channels": [
0
],
"source": "/scratch/valle/egs/libritts/download/LibriTTS/train-clean-100/4830/25904/4830_25904_000017_000002.wav"
}
] | 24,000
| 303,118
| 12.629917
|
[
0
] |
4830_25904_000007_000000
|
[
{
"type": "file",
"channels": [
0
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