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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 1 new columns ({'class'}) and 3 missing columns ({'anomaly_flg', 'columns', 'date'}).
This happened while the json dataset builder was generating data using
hf://datasets/HachiML/Timeseries-PILE-json/train/classification/UCR/ACSF1_1.jsonl (at revision 17f980db760dc020bf675e1c1dcc095dcecfef2d)
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 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
task_type: string
folder_name: string
file_name: string
data_length: int64
data: list<item: list<item: double>>
child 0, item: list<item: double>
child 0, item: double
class: string
to
{'task_type': Value(dtype='string', id=None), 'folder_name': Value(dtype='string', id=None), 'file_name': Value(dtype='string', id=None), 'columns': Value(dtype='null', id=None), 'data_length': Value(dtype='int64', id=None), 'data': Sequence(feature=Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), length=-1, id=None), 'date': Value(dtype='null', id=None), 'anomaly_flg': 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 1312, in compute_config_parquet_and_info_response
parquet_operations, partial = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 906, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, 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 2013, 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 1 new columns ({'class'}) and 3 missing columns ({'anomaly_flg', 'columns', 'date'}).
This happened while the json dataset builder was generating data using
hf://datasets/HachiML/Timeseries-PILE-json/train/classification/UCR/ACSF1_1.jsonl (at revision 17f980db760dc020bf675e1c1dcc095dcecfef2d)
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.
task_type string | folder_name string | file_name string | columns null | data_length int64 | data sequence | date null | anomaly_flg sequence |
|---|---|---|---|---|---|---|---|
anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 512 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 256 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 512 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 256 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 512 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 256 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 256 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 512 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 512 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 256 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 512 | [
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anomaly_detection | /TSB-UAD-Public/Daphnet | S01R02E0.test.csv@6.out | null | 256 | [
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