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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 2 new columns ({'cited_by_count', 'topics'}) and 1 missing columns ({'year'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Matthewfung/24Summer_RA/Cache/MAG_Topic_June_1_19.csv (at revision 76b7a0f944f37edef43153f26c6373401655a202)
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
mag: int64
topics: string
cited_by_count: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 603
to
{'mag': Value(dtype='int64', id=None), 'year': Value(dtype='string', 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 1529, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1100, 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 2 new columns ({'cited_by_count', 'topics'}) and 1 missing columns ({'year'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Matthewfung/24Summer_RA/Cache/MAG_Topic_June_1_19.csv (at revision 76b7a0f944f37edef43153f26c6373401655a202)
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.
mag
int64 | year
string |
|---|---|
2,164,638,133 | 2014-11-26 |
2,164,717,611 | 2001-04-01 |
2,164,888,064 | 2012-03-01 |
2,165,034,119 | 2002-05-01 |
2,165,085,670 | 2012-06-19 |
2,165,156,507 | 2004-01-01 |
2,165,400,209 | 2014-08-01 |
2,165,664,339 | 2011-01-01 |
2,165,738,829 | 1996-05-01 |
2,165,761,657 | 2004-04-01 |
2,166,019,510 | 2003-08-01 |
2,166,052,438 | 2005-02-01 |
2,166,098,686 | 2000-06-01 |
2,166,100,018 | 2006-03-23 |
2,166,157,473 | 2011-07-01 |
2,166,303,717 | 1995-10-23 |
2,166,559,893 | 2011-06-01 |
2,166,803,676 | 2008-01-01 |
2,166,915,203 | 1996-01-15 |
2,166,922,735 | 2014-01-01 |
2,166,930,870 | 2007-08-09 |
2,167,126,350 | 2009-04-01 |
2,167,334,533 | 2004-09-01 |
2,167,467,514 | 2002-01-01 |
2,167,710,732 | 2009-05-01 |
2,167,735,216 | 2007-04-13 |
2,167,800,069 | 2014-10-10 |
2,167,819,835 | 2014-06-12 |
2,167,872,699 | 2010-11-18 |
2,167,935,746 | 2006-07-15 |
2,168,044,318 | 1993-02-01 |
2,168,101,221 | 2013-06-01 |
2,168,617,580 | 2011-12-29 |
2,168,686,681 | 2015-06-09 |
2,168,787,258 | 2008-03-13 |
2,168,807,942 | 2008-11-06 |
2,168,901,397 | 2014-01-05 |
2,168,987,885 | 2011-12-28 |
2,169,038,182 | 2010-05-15 |
2,169,149,368 | 1994-04-01 |
2,169,237,926 | 2012-10-11 |
2,169,437,634 | 2006-01-01 |
2,169,550,012 | 2008-04-22 |
2,169,607,250 | 1993-12-01 |
2,169,937,639 | 1998-04-14 |
2,169,983,375 | 2004-05-27 |
2,170,166,540 | 2017-01-01 |
2,170,371,543 | 2014-10-10 |
2,170,377,424 | 2012-12-04 |
2,170,433,467 | 2013-02-28 |
2,170,503,748 | 1994-01-01 |
2,170,522,474 | 2009-01-01 |
2,170,749,540 | 2010-12-13 |
2,170,799,536 | 2011-05-01 |
2,171,284,800 | 2013-12-01 |
2,171,464,097 | 2010-04-01 |
2,171,549,256 | 2003-06-10 |
2,171,594,732 | 2008-12-08 |
2,171,846,011 | 2002-02-01 |
2,171,876,128 | 2012-06-01 |
2,172,069,600 | 2003-03-17 |
2,172,107,808 | 2010-05-01 |
2,172,109,973 | 2012-09-01 |
2,172,978,851 | 2015-11-20 |
2,173,728,492 | 2015-11-17 |
2,174,282,801 | 2015-12-22 |
2,174,466,886 | 1974-01-01 |
2,175,811,762 | 1992-04-01 |
2,177,770,219 | 2015-11-26 |
2,179,094,064 | 1998-10-01 |
2,179,324,273 | 1991-06-01 |
2,180,052,981 | 1997-01-01 |
2,182,317,314 | 1997-12-01 |
2,183,121,784 | 2016-01-01 |
2,183,260,599 | 1995-09-01 |
2,183,602,311 | 2000-05-01 |
2,184,389,082 | 2010-05-01 |
2,186,025,568 | 2015-01-01 |
2,187,201,134 | 2015-09-25 |
2,187,352,275 | 2015-10-26 |
2,192,101,486 | 2015-12-10 |
2,194,016,158 | 2015-11-02 |
2,194,186,986 | 2016-02-01 |
2,200,200,051 | 2014-09-12 |
2,200,501,458 | 2016-01-01 |
2,200,883,412 | 2005-01-01 |
2,201,508,557 | 2015-01-01 |
2,202,297,923 | 2013-09-01 |
2,204,060,139 | 2015-12-23 |
2,204,892,940 | 2015-11-04 |
2,216,627,277 | 2016-02-01 |
2,219,945,828 | 2015-12-07 |
2,221,448,842 | 2015-12-21 |
2,223,953,957 | 2016-01-13 |
2,224,614,640 | 2016-05-01 |
2,224,732,089 | 2016-01-08 |
2,225,049,539 | 2016-01-01 |
2,227,626,307 | 2015-10-30 |
2,228,989,826 | 2014-10-27 |
2,230,362,898 | 2016-01-01 |
End of preview.