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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 ({'ID'}) and 1 missing columns ({'target'}).
This happened while the csv dataset builder was generating data using
hf://datasets/garavv/TS-AD-2020/test.csv (at revision ade0e24a8e38ae067f3e93b20758388c7323de34)
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 623, 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
ID: int64
Date: string
X1: double
X2: double
X3: double
X4: double
X5: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 997
to
{'Date': Value(dtype='string', id=None), 'X1': Value(dtype='float64', id=None), 'X2': Value(dtype='float64', id=None), 'X3': Value(dtype='float64', id=None), 'X4': Value(dtype='float64', id=None), 'X5': Value(dtype='float64', id=None), 'target': 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 1438, 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 1 new columns ({'ID'}) and 1 missing columns ({'target'}).
This happened while the csv dataset builder was generating data using
hf://datasets/garavv/TS-AD-2020/test.csv (at revision ade0e24a8e38ae067f3e93b20758388c7323de34)
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.
Date
string | X1
float64 | X2
float64 | X3
float64 | X4
float64 | X5
float64 | target
int64 |
|---|---|---|---|---|---|---|
2020-12-16 00:00:00.000000000 | 1.518921 | 5.463154 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.546509 | 5.45801 | 1 | 2.718282 | 2.833213 | 1 |
2020-12-16 00:00:00.000000000 | 1.645427 | 5.45656 | 1 | 7.389056 | 2.890372 | 1 |
2020-12-16 00:00:00.000000000 | 1.652022 | 5.458479 | 1 | 2.718282 | 2.890372 | 1 |
2020-12-16 00:00:00.000000000 | 1.695538 | 5.466709 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.682028 | 5.464213 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.682028 | 5.464764 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.665291 | 5.459543 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.665291 | 5.45899 | 1 | 7.389056 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1.645427 | 5.454723 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.599994 | 5.454381 | 1 | 2.718282 | 2.890372 | 1 |
2020-12-16 00:00:00.000000000 | 1.612845 | 5.455278 | 1 | 2.718282 | 2.833213 | 1 |
2020-12-16 00:00:00.000000000 | 1.525009 | 5.464848 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.325779 | 5.472859 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.168826 | 5.472523 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.472817 | 1 | 1 | 2.944439 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.446651 | 1 | 1 | 2.890372 | 1 |
2020-12-16 00:00:00.000000000 | 1 | 5.460394 | 1 | 1 | 2.890372 | 1 |
2020-12-16 00:00:00.000000000 | 1 | 5.463662 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.470841 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.467385 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.465906 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.465018 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.464086 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.078963 | 5.460309 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.457967 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.221403 | 5.462475 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.059715 | 5.472019 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.197217 | 5.474453 | 1 | 1 | 2.944439 | 0 |
2020-12-16 00:00:00.000000000 | 1.154884 | 5.4773 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.125244 | 5.477634 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.114048 | 5.471977 | 1 | 8,886,110.520508 | 2.944439 | 0 |
2020-12-16 00:00:00.000000000 | 1.223848 | 5.463874 | 1 | 11,719,142,372,802,612 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1.211671 | 5.455022 | 1 | 11,719,142,372,802,612 | 2.890372 | 1 |
2020-12-16 00:00:00.000000000 | 1.154884 | 5.450394 | 1 | 11,719,142,372,802,612 | 2.833213 | 1 |
2020-12-16 00:00:00.000000000 | 1.122996 | 5.452111 | 1 | 4,311,231,547,115,195 | 2.890372 | 1 |
2020-12-16 00:00:00.000000000 | 1.145682 | 5.46239 | 1 | 11,719,142,372,802,612 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1.159513 | 5.468904 | 1 | 3,584,912,846.131592 | 2.944439 | 0 |
2020-12-16 00:00:00.000000000 | 1.16416 | 5.472565 | 1 | 162,754.791419 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.154884 | 5.467131 | 1 | 532,048,240,601.7986 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.173511 | 5.474076 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.171166 | 5.473363 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.078963 | 5.460436 | 1 | 8,103.083928 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.085456 | 5.460904 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.45656 | 1 | 2.718282 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.464891 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.468229 | 1 | 7.389056 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.46599 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.466709 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.464679 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.458904 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.458691 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.465948 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.467385 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.053376 | 5.465568 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.17586 | 5.463069 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.089806 | 5.458564 | 1 | 2.718282 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.453096 | 1 | 532,048,240,601.7986 | 2.890372 | 1 |
2020-12-16 00:00:00.000000000 | 1 | 5.457626 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.049171 | 5.459671 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.055485 | 5.462814 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.055485 | 5.464975 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.070365 | 5.467216 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.180573 | 5.463026 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.190056 | 5.461201 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.204422 | 5.460436 | 1 | 2.718282 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1.194825 | 5.4595 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.206834 | 5.463789 | 1 | 7.389056 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.091988 | 5.462433 | 1 | 54.59815 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.072508 | 5.457498 | 1 | 2.718282 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.458052 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.452711 | 1 | 2.718282 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1.094174 | 5.452411 | 1 | 7.389056 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1.087629 | 5.454423 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.094174 | 5.451425 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.094174 | 5.450867 | 1 | 2.718282 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1.091988 | 5.450996 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.094174 | 5.452582 | 1 | 7.389056 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1.094174 | 5.454081 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.094174 | 5.451081 | 1 | 2.718282 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.454381 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.076807 | 5.458265 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.111822 | 5.461456 | 1 | 54.59815 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.066092 | 5.46434 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.460776 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.460394 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.462517 | 1 | 2.718282 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.460691 | 1 | 7.389056 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.456602 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.457157 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.457242 | 1 | 2.718282 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.459202 | 1 | 7.389056 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.461414 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.461031 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.053376 | 5.462051 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.047074 | 5.460819 | 1 | 2.718282 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1 | 5.461116 | 1 | 7.389056 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.053376 | 5.453781 | 1 | 1 | 2.890372 | 0 |
2020-12-16 00:00:00.000000000 | 1.066092 | 5.45515 | 1 | 20.085537 | 2.833213 | 0 |
2020-12-16 00:00:00.000000000 | 1.094174 | 5.457328 | 1 | 148.413159 | 2.890372 | 0 |
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