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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 ({'y'}) and 5 missing columns ({'day_of_week', 'loan', 'housing', 'euribor3m', 'education'}).
This happened while the csv dataset builder was generating data using
hf://datasets/thehaibui/repurchase-streamlit/app/y_train.csv (at revision fb2a9532bc6ba08778e5466bdfc1d3dd1464a9ff)
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
y: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 362
to
{'education': Value(dtype='float64', id=None), 'housing': Value(dtype='float64', id=None), 'loan': Value(dtype='float64', id=None), 'day_of_week': Value(dtype='float64', id=None), 'euribor3m': Value(dtype='float64', 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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 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 ({'y'}) and 5 missing columns ({'day_of_week', 'loan', 'housing', 'euribor3m', 'education'}).
This happened while the csv dataset builder was generating data using
hf://datasets/thehaibui/repurchase-streamlit/app/y_train.csv (at revision fb2a9532bc6ba08778e5466bdfc1d3dd1464a9ff)
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.
education float64 | housing float64 | loan float64 | day_of_week float64 | euribor3m float64 |
|---|---|---|---|---|
0.107547 | 0.960583 | -0.413141 | 0.741701 | 0.916225 |
-1.055868 | 0.960583 | -0.413141 | -1.407783 | -0.664159 |
1.270962 | 0.960583 | 2.42048 | -1.407783 | 0.891165 |
1.270962 | -1.041035 | 2.42048 | -1.407783 | -1.433162 |
-1.055868 | 0.960583 | -0.413141 | -0.691288 | 0.917207 |
1.270962 | -1.041035 | 2.42048 | 0.025206 | -0.731642 |
0.107547 | -1.041035 | -0.413141 | 0.025206 | 0.915979 |
-1.055868 | 0.960583 | 2.42048 | -1.407783 | -0.714652 |
-1.055868 | -1.041035 | -0.413141 | -0.691288 | -1.170967 |
1.270962 | -1.041035 | -0.413141 | -0.691288 | -1.553957 |
0.107547 | 0.960583 | 2.42048 | 0.025206 | 0.917943 |
0.107547 | 0.960583 | -0.413141 | 1.458196 | 0.66117 |
-1.055868 | 0.960583 | -0.413141 | 1.458196 | -0.744062 |
-1.055868 | 0.960583 | -0.413141 | 0.741701 | 0.891916 |
1.270962 | 0.960583 | 2.42048 | 1.458196 | -1.175065 |
-1.055868 | -1.041035 | -0.413141 | 0.741701 | 0.917452 |
0.107547 | 0.960583 | -0.413141 | 0.741701 | -0.745984 |
-1.055868 | 0.960583 | 2.42048 | -1.407783 | -1.183301 |
1.270962 | -1.041035 | -0.413141 | 1.458196 | 0.917207 |
1.270962 | -1.041035 | -0.413141 | 0.741701 | 0.890663 |
1.270962 | -1.041035 | -0.413141 | -1.407783 | 0.711589 |
0.107547 | 0.960583 | -0.413141 | 1.458196 | 0.890663 |
-1.055868 | 0.960583 | -0.413141 | 0.025206 | 0.918433 |
-1.055868 | -1.041035 | -0.413141 | -0.691288 | 0.916961 |
1.270962 | -1.041035 | -0.413141 | 0.025206 | 0.917697 |
1.270962 | 0.960583 | 2.42048 | -1.407783 | -0.745984 |
1.270962 | 0.960583 | 2.42048 | 1.458196 | 0.917452 |
1.270962 | 0.960583 | -0.413141 | -0.691288 | -0.745984 |
1.270962 | -1.041035 | -0.413141 | 1.458196 | 0.66117 |
-1.055868 | 0.960583 | -0.413141 | 0.741701 | 0.917207 |
0.107547 | -1.041035 | -0.413141 | -1.407783 | 0.917207 |
0.107547 | -1.041035 | -0.413141 | -0.691288 | 0.891165 |
0.107547 | -1.041035 | -0.413141 | 0.025206 | 0.890914 |
1.270962 | -1.041035 | -0.413141 | -0.691288 | 0.916961 |
-1.055868 | -1.041035 | -0.413141 | 0.025206 | 0.917697 |
-1.055868 | -1.041035 | -0.413141 | -0.691288 | 0.917207 |
-1.055868 | -1.041035 | -0.413141 | 1.458196 | 0.918188 |
-1.055868 | -1.041035 | -0.413141 | 0.025206 | -0.731642 |
1.270962 | -1.041035 | -0.413141 | 0.025206 | 0.892918 |
1.270962 | -1.041035 | 2.42048 | -1.407783 | 0.891165 |
1.270962 | 0.960583 | 2.42048 | 0.025206 | 0.917207 |
-1.055868 | -1.041035 | -0.413141 | 0.025206 | 0.917452 |
0.107547 | -1.041035 | -0.413141 | 0.025206 | -0.682279 |
1.270962 | -1.041035 | -0.413141 | 0.741701 | 0.891916 |
-1.055868 | -1.041035 | -0.413141 | -1.407783 | 0.893168 |
-1.055868 | -1.041035 | -0.413141 | -0.691288 | 0.891165 |
-1.055868 | -1.041035 | -0.413141 | 0.025206 | -1.396514 |
-1.055868 | 0.960583 | -0.413141 | 0.025206 | 0.917452 |
1.270962 | 0.960583 | -0.413141 | 1.458196 | 0.891165 |
1.270962 | 0.960583 | -0.413141 | 0.025206 | 0.917207 |
-1.055868 | -1.041035 | -0.413141 | 1.458196 | -1.23249 |
1.270962 | 0.960583 | -0.413141 | 1.458196 | 0.66117 |
0.107547 | -1.041035 | -0.413141 | 0.025206 | 0.891415 |
0.107547 | 0.960583 | -0.413141 | 0.025206 | 0.916225 |
-1.055868 | 0.960583 | -0.413141 | -0.691288 | -0.749837 |
-1.055868 | -1.041035 | -0.413141 | -0.691288 | 0.891165 |
0.107547 | 0.960583 | -0.413141 | 0.025206 | 0.918433 |
-1.055868 | 0.960583 | -0.413141 | 1.458196 | 0.892918 |
1.270962 | -1.041035 | 2.42048 | -0.691288 | 0.918188 |
0.107547 | -1.041035 | -0.413141 | -1.407783 | 0.916716 |
1.270962 | 0.960583 | -0.413141 | -0.691288 | 0.916961 |
-1.055868 | -1.041035 | -0.413141 | 0.025206 | 0.891666 |
1.270962 | -1.041035 | -0.413141 | -0.691288 | -0.722174 |
-1.055868 | 0.960583 | 2.42048 | 0.025206 | 0.917452 |
-1.055868 | 0.960583 | -0.413141 | 0.025206 | 0.917943 |
-1.055868 | 0.960583 | -0.413141 | -1.407783 | -0.714652 |
-1.055868 | 0.960583 | -0.413141 | -1.407783 | -0.767329 |
0.107547 | 0.960583 | -0.413141 | -1.407783 | -0.767329 |
0.107547 | -1.041035 | -0.413141 | 0.025206 | 0.91647 |
0.107547 | 0.960583 | 2.42048 | 0.741701 | 0.917452 |
0.107547 | 0.960583 | -0.413141 | 0.025206 | 0.917697 |
-1.055868 | 0.960583 | -0.413141 | 0.025206 | -1.334141 |
1.270962 | -1.041035 | -0.413141 | -0.691288 | -0.749837 |
-1.055868 | 0.960583 | -0.413141 | -1.407783 | 0.916716 |
-1.055868 | 0.960583 | -0.413141 | -0.691288 | 0.891165 |
1.270962 | -1.041035 | -0.413141 | 1.458196 | 0.891666 |
-1.055868 | 0.960583 | 2.42048 | 0.741701 | 0.891916 |
1.270962 | -1.041035 | -0.413141 | 0.741701 | 0.918678 |
0.107547 | 0.960583 | -0.413141 | 1.458196 | 0.891666 |
0.107547 | -1.041035 | 2.42048 | 0.741701 | 0.677712 |
0.107547 | 0.960583 | -0.413141 | 0.741701 | 0.916225 |
0.107547 | -1.041035 | -0.413141 | 0.741701 | 0.677712 |
1.270962 | 0.960583 | -0.413141 | 0.025206 | 0.891415 |
1.270962 | -1.041035 | 2.42048 | -1.407783 | 0.917943 |
1.270962 | 0.960583 | 2.42048 | 1.458196 | 0.891666 |
0.107547 | 0.960583 | -0.413141 | 1.458196 | 0.91647 |
0.107547 | -1.041035 | -0.413141 | 0.025206 | 0.690785 |
1.270962 | 0.960583 | -0.413141 | 1.458196 | 0.917697 |
0.107547 | 0.960583 | 2.42048 | -1.407783 | 0.711589 |
-1.055868 | 0.960583 | -0.413141 | 0.025206 | -1.499183 |
-1.055868 | -1.041035 | -0.413141 | 0.025206 | 0.690785 |
-1.055868 | 0.960583 | 2.42048 | 1.458196 | 0.917207 |
-1.055868 | 0.960583 | 2.42048 | 0.025206 | 0.891415 |
1.270962 | -1.041035 | -0.413141 | 1.458196 | -0.701599 |
-1.055868 | -1.041035 | -0.413141 | 0.025206 | 0.91647 |
-1.055868 | 0.960583 | -0.413141 | 0.025206 | -1.548367 |
1.270962 | -1.041035 | -0.413141 | 1.458196 | 0.66117 |
1.270962 | 0.960583 | -0.413141 | 0.025206 | 0.690785 |
0.107547 | -1.041035 | -0.413141 | 0.025206 | 0.917207 |
-1.055868 | -1.041035 | -0.413141 | -1.407783 | 0.917207 |
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