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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 9 new columns ({'trunk_vert', 'ankle_horiz_lateral', 'ankle_horiz_fwd', 'leg_horiz_fwd', 'trunk_horiz_lateral', 'trunk_horiz_fwd', 'leg_vert', 'ankle_vert', 'leg_horiz_lateral'}) and 2 missing columns ({'out_count', 'in_count'}).
This happened while the csv dataset builder was generating data using
hf://datasets/PLAN-Lab/mTSBench/Daphnet/Daphnet_S01R01E1_train.csv (at revision aa9f3db9010222bf095ed14cd2edbab789ef7273)
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 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
timestamp: string
ankle_horiz_fwd: int64
ankle_vert: int64
ankle_horiz_lateral: int64
leg_horiz_fwd: int64
leg_vert: int64
leg_horiz_lateral: int64
trunk_horiz_fwd: int64
trunk_vert: int64
trunk_horiz_lateral: int64
is_anomaly: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1623
to
{'timestamp': Value(dtype='string', id=None), 'in_count': Value(dtype='int64', id=None), 'out_count': Value(dtype='int64', id=None), 'is_anomaly': Value(dtype='int64', 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 1433, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, 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 1873, 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 9 new columns ({'trunk_vert', 'ankle_horiz_lateral', 'ankle_horiz_fwd', 'leg_horiz_fwd', 'trunk_horiz_lateral', 'trunk_horiz_fwd', 'leg_vert', 'ankle_vert', 'leg_horiz_lateral'}) and 2 missing columns ({'out_count', 'in_count'}).
This happened while the csv dataset builder was generating data using
hf://datasets/PLAN-Lab/mTSBench/Daphnet/Daphnet_S01R01E1_train.csv (at revision aa9f3db9010222bf095ed14cd2edbab789ef7273)
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.
timestamp
string | in_count
int64 | out_count
int64 | is_anomaly
int64 |
|---|---|---|---|
2005-07-24 00:00:00
| 0
| 0
| 0
|
2005-07-24 00:30:00
| 0
| 1
| 0
|
2005-07-24 01:00:00
| 0
| 0
| 0
|
2005-07-24 01:30:00
| 0
| 0
| 0
|
2005-07-24 02:00:00
| 0
| 0
| 0
|
2005-07-24 02:30:00
| 0
| 2
| 0
|
2005-07-24 03:00:00
| 0
| 0
| 0
|
2005-07-24 03:30:00
| 0
| 0
| 0
|
2005-07-24 04:00:00
| 0
| 0
| 0
|
2005-07-24 04:30:00
| 0
| 0
| 0
|
2005-07-24 05:00:00
| 0
| 0
| 0
|
2005-07-24 05:30:00
| 0
| 0
| 0
|
2005-07-24 06:00:00
| 0
| 0
| 0
|
2005-07-24 06:30:00
| 0
| 0
| 0
|
2005-07-24 07:00:00
| 0
| 0
| 0
|
2005-07-24 07:30:00
| 3
| 2
| 0
|
2005-07-24 08:00:00
| 0
| 0
| 0
|
2005-07-24 08:30:00
| 0
| 0
| 0
|
2005-07-24 09:00:00
| 1
| 0
| 0
|
2005-07-24 09:30:00
| 1
| 1
| 0
|
2005-07-24 10:00:00
| 0
| 0
| 0
|
2005-07-24 10:30:00
| 0
| 0
| 0
|
2005-07-24 11:00:00
| 0
| 1
| 0
|
2005-07-24 11:30:00
| 0
| 0
| 0
|
2005-07-24 12:00:00
| 0
| 0
| 0
|
2005-07-24 12:30:00
| 0
| 0
| 0
|
2005-07-24 13:00:00
| 0
| 0
| 0
|
2005-07-24 13:30:00
| 0
| 0
| 0
|
2005-07-24 14:00:00
| 0
| 0
| 0
|
2005-07-24 14:30:00
| 0
| 0
| 0
|
2005-07-24 15:00:00
| 0
| 0
| 0
|
2005-07-24 15:30:00
| 2
| 0
| 0
|
2005-07-24 16:00:00
| 0
| 0
| 0
|
2005-07-24 16:30:00
| 1
| 0
| 0
|
2005-07-24 17:00:00
| 1
| 1
| 0
|
2005-07-24 17:30:00
| 1
| 2
| 0
|
2005-07-24 18:00:00
| 4
| 4
| 0
|
2005-07-24 18:30:00
| 0
| 1
| 0
|
2005-07-24 19:00:00
| 0
| 2
| 0
|
2005-07-24 19:30:00
| 2
| 1
| 0
|
2005-07-24 20:00:00
| 0
| 0
| 0
|
2005-07-24 20:30:00
| 0
| 0
| 0
|
2005-07-24 21:00:00
| 0
| 3
| 0
|
2005-07-24 21:30:00
| 0
| 2
| 0
|
2005-07-24 22:00:00
| 0
| 0
| 0
|
2005-07-24 22:30:00
| 0
| 0
| 0
|
2005-07-24 23:00:00
| 0
| 2
| 0
|
2005-07-24 23:30:00
| 0
| 0
| 0
|
2005-07-25 00:00:00
| 0
| 1
| 0
|
2005-07-25 00:30:00
| 0
| 0
| 0
|
2005-07-25 01:00:00
| 0
| 0
| 0
|
2005-07-25 01:30:00
| 0
| 0
| 0
|
2005-07-25 02:00:00
| 0
| 0
| 0
|
2005-07-25 02:30:00
| 0
| 0
| 0
|
2005-07-25 03:00:00
| 0
| 0
| 0
|
2005-07-25 03:30:00
| 0
| 0
| 0
|
2005-07-25 04:00:00
| 0
| 0
| 0
|
2005-07-25 04:30:00
| 0
| 0
| 0
|
2005-07-25 05:00:00
| 0
| 2
| 0
|
2005-07-25 05:30:00
| 2
| 2
| 0
|
2005-07-25 06:00:00
| 2
| 1
| 0
|
2005-07-25 06:30:00
| 1
| 1
| 0
|
2005-07-25 07:00:00
| 2
| 0
| 0
|
2005-07-25 07:30:00
| 0
| 0
| 0
|
2005-07-25 08:00:00
| 0
| 0
| 0
|
2005-07-25 08:30:00
| 7
| 2
| 0
|
2005-07-25 09:00:00
| 6
| 1
| 0
|
2005-07-25 09:30:00
| 13
| 5
| 0
|
2005-07-25 10:00:00
| 16
| 4
| 0
|
2005-07-25 10:30:00
| 5
| 9
| 0
|
2005-07-25 11:00:00
| 3
| 1
| 0
|
2005-07-25 11:30:00
| 5
| 7
| 0
|
2005-07-25 12:00:00
| 9
| 11
| 0
|
2005-07-25 12:30:00
| 2
| 4
| 0
|
2005-07-25 13:00:00
| 12
| 7
| 0
|
2005-07-25 13:30:00
| 18
| 3
| 0
|
2005-07-25 14:00:00
| 10
| 14
| 0
|
2005-07-25 14:30:00
| 7
| 7
| 0
|
2005-07-25 15:00:00
| 17
| 10
| 0
|
2005-07-25 15:30:00
| 10
| 6
| 0
|
2005-07-25 16:00:00
| 8
| 13
| 0
|
2005-07-25 16:30:00
| 5
| 8
| 0
|
2005-07-25 17:00:00
| 0
| 9
| 0
|
2005-07-25 17:30:00
| 3
| 3
| 0
|
2005-07-25 18:00:00
| 1
| 6
| 0
|
2005-07-25 18:30:00
| 0
| 5
| 0
|
2005-07-25 19:00:00
| 4
| 2
| 0
|
2005-07-25 19:30:00
| 3
| 5
| 0
|
2005-07-25 20:00:00
| 0
| 1
| 0
|
2005-07-25 20:30:00
| 0
| 3
| 0
|
2005-07-25 21:00:00
| 3
| 0
| 0
|
2005-07-25 21:30:00
| 2
| 0
| 0
|
2005-07-25 22:00:00
| 0
| 1
| 0
|
2005-07-25 22:30:00
| 0
| 2
| 0
|
2005-07-25 23:00:00
| 0
| 3
| 0
|
2005-07-25 23:30:00
| 0
| 3
| 0
|
2005-07-26 00:00:00
| 0
| 0
| 0
|
2005-07-26 00:30:00
| 0
| 4
| 0
|
2005-07-26 01:00:00
| 0
| 0
| 0
|
2005-07-26 01:30:00
| 0
| 2
| 0
|
End of preview.
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