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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 6 new columns ({'cobalt price', 'gt_composite_z', 'cobalt price_z', '钴 价格', '钴 价格_z', 'gt_composite'}) and 4 missing columns ({'gdelt_vol', 'gdelt_vol_z', 'gdelt_tone_z', 'gdelt_tone'}).
This happened while the csv dataset builder was generating data using
hf://datasets/RichardVR/commodity-alpha-data/data/google_trends/cobalt.csv (at revision 77d37305bd9b2862d1dffd67b599962ede0d6d1c)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
date: string
cobalt price: int64
钴 价格: int64
gt_composite: double
cobalt price_z: double
钴 价格_z: double
gt_composite_z: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1151
to
{'date': Value('null'), 'gdelt_tone': Value('null'), 'gdelt_vol': Value('null'), 'gdelt_tone_z': Value('null'), 'gdelt_vol_z': Value('null')}
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 1456, 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 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1833, 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 6 new columns ({'cobalt price', 'gt_composite_z', 'cobalt price_z', '钴 价格', '钴 价格_z', 'gt_composite'}) and 4 missing columns ({'gdelt_vol', 'gdelt_vol_z', 'gdelt_tone_z', 'gdelt_tone'}).
This happened while the csv dataset builder was generating data using
hf://datasets/RichardVR/commodity-alpha-data/data/google_trends/cobalt.csv (at revision 77d37305bd9b2862d1dffd67b599962ede0d6d1c)
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 | cobalt price
int64 | 钴 价格
int64 | gt_composite
float64 | cobalt price_z
float64 | 钴 价格_z
float64 | gt_composite_z
float64 |
|---|---|---|---|---|---|---|
2004-01-01
| 31
| 0
| 15.5
| 2.017498
| -0.475305
| 1.958926
|
2004-02-01
| 16
| 0
| 8
| 0.282877
| -0.475305
| 0.218254
|
2004-03-01
| 0
| 0
| 0
| -1.567386
| -0.475305
| -1.638464
|
2004-04-01
| 13
| 0
| 6.5
| -0.064048
| -0.475305
| -0.129881
|
2004-05-01
| 12
| 0
| 6
| -0.179689
| -0.475305
| -0.245926
|
2004-06-01
| 10
| 0
| 5
| -0.410972
| -0.475305
| -0.478016
|
2004-07-01
| 17
| 0
| 8.5
| 0.398518
| -0.475305
| 0.334298
|
2004-08-01
| 0
| 0
| 0
| -1.567386
| -0.475305
| -1.638464
|
2004-09-01
| 9
| 0
| 4.5
| -0.526613
| -0.475305
| -0.59406
|
2004-10-01
| 13
| 0
| 6.5
| -0.064048
| -0.475305
| -0.129881
|
2004-11-01
| 12
| 0
| 6
| -0.179689
| -0.475305
| -0.245926
|
2004-12-01
| 9
| 0
| 4.5
| -0.526613
| -0.475305
| -0.59406
|
2005-01-01
| 12
| 0
| 6
| -0.179689
| -0.475305
| -0.245926
|
2005-02-01
| 14
| 0
| 7
| 0.051594
| -0.475305
| -0.013836
|
2005-03-01
| 7
| 0
| 3.5
| -0.757896
| -0.475305
| -0.82615
|
2005-04-01
| 10
| 9
| 9.5
| -0.410972
| 7.090778
| 0.566388
|
2005-05-01
| 14
| 0
| 7
| 0.051594
| -0.475305
| -0.013836
|
2005-06-01
| 14
| 0
| 7
| 0.051594
| -0.475305
| -0.013836
|
2005-07-01
| 9
| 0
| 4.5
| -0.526613
| -0.475305
| -0.59406
|
2005-08-01
| 15
| 0
| 7.5
| 0.167235
| -0.475305
| 0.102209
|
2005-09-01
| 12
| 0
| 6
| -0.179689
| -0.475305
| -0.245926
|
2005-10-01
| 11
| 0
| 5.5
| -0.29533
| -0.475305
| -0.361971
|
2005-11-01
| 11
| 0
| 5.5
| -0.29533
| -0.475305
| -0.361971
|
2005-12-01
| 8
| 0
| 4
| -0.642255
| -0.475305
| -0.710105
|
2006-01-01
| 9
| 0
| 4.5
| -0.526613
| -0.475305
| -0.59406
|
2006-02-01
| 6
| 0
| 3
| -0.873538
| -0.475305
| -0.942195
|
2006-03-01
| 11
| 0
| 5.5
| -0.29533
| -0.475305
| -0.361971
|
2006-04-01
| 10
| 0
| 5
| -0.410972
| -0.475305
| -0.478016
|
2006-05-01
| 9
| 0
| 4.5
| -0.526613
| -0.475305
| -0.59406
|
2006-06-01
| 7
| 0
| 3.5
| -0.757896
| -0.475305
| -0.82615
|
2006-07-01
| 12
| 0
| 6
| -0.179689
| -0.475305
| -0.245926
|
2006-08-01
| 16
| 0
| 8
| 0.282877
| -0.475305
| 0.218254
|
2006-09-01
| 13
| 5
| 9
| -0.064048
| 3.728074
| 0.450343
|
2006-10-01
| 8
| 0
| 4
| -0.642255
| -0.475305
| -0.710105
|
2006-11-01
| 12
| 3
| 7.5
| -0.179689
| 2.046722
| 0.102209
|
2006-12-01
| 9
| 0
| 4.5
| -0.526613
| -0.475305
| -0.59406
|
2007-01-01
| 8
| 0
| 4
| -0.642255
| -0.475305
| -0.710105
|
2007-02-01
| 9
| 0
| 4.5
| -0.526613
| -0.475305
| -0.59406
|
2007-03-01
| 13
| 0
| 6.5
| -0.064048
| -0.475305
| -0.129881
|
2007-04-01
| 10
| 0
| 5
| -0.410972
| -0.475305
| -0.478016
|
2007-05-01
| 10
| 3
| 6.5
| -0.410972
| 2.046722
| -0.129881
|
2007-06-01
| 11
| 0
| 5.5
| -0.29533
| -0.475305
| -0.361971
|
2007-07-01
| 12
| 4
| 8
| -0.179689
| 2.887398
| 0.218254
|
2007-08-01
| 13
| 0
| 6.5
| -0.064048
| -0.475305
| -0.129881
|
2007-09-01
| 10
| 3
| 6.5
| -0.410972
| 2.046722
| -0.129881
|
2007-10-01
| 11
| 2
| 6.5
| -0.29533
| 1.206047
| -0.129881
|
2007-11-01
| 11
| 3
| 7
| -0.29533
| 2.046722
| -0.013836
|
2007-12-01
| 11
| 2
| 6.5
| -0.29533
| 1.206047
| -0.129881
|
2008-01-01
| 12
| 2
| 7
| -0.179689
| 1.206047
| -0.013836
|
2008-02-01
| 14
| 0
| 7
| 0.051594
| -0.475305
| -0.013836
|
2008-03-01
| 16
| 5
| 10.5
| 0.282877
| 3.728074
| 0.798478
|
2008-04-01
| 13
| 2
| 7.5
| -0.064048
| 1.206047
| 0.102209
|
2008-05-01
| 16
| 4
| 10
| 0.282877
| 2.887398
| 0.682433
|
2008-06-01
| 17
| 3
| 10
| 0.398518
| 2.046722
| 0.682433
|
2008-07-01
| 13
| 2
| 7.5
| -0.064048
| 1.206047
| 0.102209
|
2008-08-01
| 15
| 2
| 8.5
| 0.167235
| 1.206047
| 0.334298
|
2008-09-01
| 14
| 2
| 8
| 0.051594
| 1.206047
| 0.218254
|
2008-10-01
| 13
| 2
| 7.5
| -0.064048
| 1.206047
| 0.102209
|
2008-11-01
| 13
| 2
| 7.5
| -0.064048
| 1.206047
| 0.102209
|
2008-12-01
| 13
| 3
| 8
| -0.064048
| 2.046722
| 0.218254
|
2009-01-01
| 12
| 0
| 6
| -0.179689
| -0.475305
| -0.245926
|
2009-02-01
| 12
| 3
| 7.5
| -0.179689
| 2.046722
| 0.102209
|
2009-03-01
| 11
| 4
| 7.5
| -0.29533
| 2.887398
| 0.102209
|
2009-04-01
| 10
| 4
| 7
| -0.410972
| 2.887398
| -0.013836
|
2009-05-01
| 12
| 2
| 7
| -0.179689
| 1.206047
| -0.013836
|
2009-06-01
| 9
| 3
| 6
| -0.526613
| 2.046722
| -0.245926
|
2009-07-01
| 11
| 2
| 6.5
| -0.29533
| 1.206047
| -0.129881
|
2009-08-01
| 14
| 3
| 8.5
| 0.051594
| 2.046722
| 0.334298
|
2009-09-01
| 10
| 2
| 6
| -0.410972
| 1.206047
| -0.245926
|
2009-10-01
| 10
| 3
| 6.5
| -0.410972
| 2.046722
| -0.129881
|
2009-11-01
| 9
| 3
| 6
| -0.526613
| 2.046722
| -0.245926
|
2009-12-01
| 7
| 3
| 5
| -0.757896
| 2.046722
| -0.478016
|
2010-01-01
| 9
| 3
| 6
| -0.526613
| 2.046722
| -0.245926
|
2010-02-01
| 9
| 2
| 5.5
| -0.526613
| 1.206047
| -0.361971
|
2010-03-01
| 8
| 4
| 6
| -0.642255
| 2.887398
| -0.245926
|
2010-04-01
| 10
| 2
| 6
| -0.410972
| 1.206047
| -0.245926
|
2010-05-01
| 10
| 3
| 6.5
| -0.410972
| 2.046722
| -0.129881
|
2010-06-01
| 11
| 3
| 7
| -0.29533
| 2.046722
| -0.013836
|
2010-07-01
| 13
| 2
| 7.5
| -0.064048
| 1.206047
| 0.102209
|
2010-08-01
| 14
| 2
| 8
| 0.051594
| 1.206047
| 0.218254
|
2010-09-01
| 10
| 2
| 6
| -0.410972
| 1.206047
| -0.245926
|
2010-10-01
| 9
| 0
| 4.5
| -0.526613
| -0.475305
| -0.59406
|
2010-11-01
| 9
| 1
| 5
| -0.526613
| 0.365371
| -0.478016
|
2010-12-01
| 9
| 1
| 5
| -0.526613
| 0.365371
| -0.478016
|
2011-01-01
| 9
| 0
| 4.5
| -0.526613
| -0.475305
| -0.59406
|
2011-02-01
| 9
| 1
| 5
| -0.526613
| 0.365371
| -0.478016
|
2011-03-01
| 11
| 2
| 6.5
| -0.29533
| 1.206047
| -0.129881
|
2011-04-01
| 10
| 1
| 5.5
| -0.410972
| 0.365371
| -0.361971
|
2011-05-01
| 11
| 1
| 6
| -0.29533
| 0.365371
| -0.245926
|
2011-06-01
| 9
| 1
| 5
| -0.526613
| 0.365371
| -0.478016
|
2011-07-01
| 10
| 1
| 5.5
| -0.410972
| 0.365371
| -0.361971
|
2011-08-01
| 8
| 1
| 4.5
| -0.642255
| 0.365371
| -0.59406
|
2011-09-01
| 9
| 1
| 5
| -0.526613
| 0.365371
| -0.478016
|
2011-10-01
| 9
| 1
| 5
| -0.526613
| 0.365371
| -0.478016
|
2011-11-01
| 8
| 1
| 4.5
| -0.642255
| 0.365371
| -0.59406
|
2011-12-01
| 9
| 2
| 5.5
| -0.526613
| 1.206047
| -0.361971
|
2012-01-01
| 8
| 1
| 4.5
| -0.642255
| 0.365371
| -0.59406
|
2012-02-01
| 10
| 2
| 6
| -0.410972
| 1.206047
| -0.245926
|
2012-03-01
| 8
| 1
| 4.5
| -0.642255
| 0.365371
| -0.59406
|
2012-04-01
| 10
| 1
| 5.5
| -0.410972
| 0.365371
| -0.361971
|
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