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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 ({'FirstName', 'LastName'}) and 2 missing columns ({' LastName', ' FirstName'}).

This happened while the csv dataset builder was generating data using

hf://datasets/ApostolosK/value_linking_databases/bakery_1/data_csv/customers_t.csv (at revision 97bcf7045b70b96bca636c1bdaf57efd2dda9956)

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
              Id: int64
              LastName: string
              FirstName: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 595
              to
              {'Id': Value(dtype='int64', id=None), ' LastName': Value(dtype='string', id=None), ' FirstName': 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 1436, 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 1053, 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 2 new columns ({'FirstName', 'LastName'}) and 2 missing columns ({' LastName', ' FirstName'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ApostolosK/value_linking_databases/bakery_1/data_csv/customers_t.csv (at revision 97bcf7045b70b96bca636c1bdaf57efd2dda9956)
              
              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)

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Id
int64
LastName
string
FirstName
string
1
'LOGAN'
'JULIET'
2
'ARZT'
'TERRELL'
3
'ESPOSITA'
'TRAVIS'
4
'ENGLEY'
'SIXTA'
5
'DUNLOW'
'OSVALDO'
6
'SLINGLAND'
'JOSETTE'
7
'TOUSSAND'
'SHARRON'
8
'HELING'
'RUPERT'
9
'HAFFERKAMP'
'CUC'
10
'DUKELOW'
'CORETTA'
11
'STADICK'
'MIGDALIA'
12
'MCMAHAN'
'MELLIE'
13
'ARNN'
'KIP'
14
'SOPKO'
'RAYFORD'
15
'CALLENDAR'
'DAVID'
16
'CRUZEN'
'ARIANE'
17
'MESDAQ'
'CHARLENE'
18
'DOMKOWSKI'
'ALMETA'
19
'STENZ'
'NATACHA'
20
'ZEME'
'STEPHEN'
1
null
null
2
null
null
3
null
null
4
null
null
5
null
null
6
null
null
7
null
null
8
null
null
9
null
null
10
null
null
11
null
null
12
null
null
13
null
null
14
null
null
15
null
null
16
null
null
17
null
null
18
null
null
19
null
null
20
null
null
'20-BC-C-10'
null
null
'20-BC-L-10'
null
null
'20-CA-7.5'
null
null
'24-8x10'
null
null
'25-STR-9'
null
null
'26-8x10'
null
null
'45-CH'
null
null
'45-CO'
null
null
'45-VA'
null
null
'46-11'
null
null
'90-ALM-I'
null
null
'90-APIE-10'
null
null
'90-APP-11'
null
null
'90-APR-PF'
null
null
'90-BER-11'
null
null
'90-BLK-PF'
null
null
'90-BLU-11'
null
null
'90-CH-PF'
null
null
'90-CHR-11'
null
null
'90-LEM-11'
null
null
'90-PEC-11'
null
null
'70-GA'
null
null
'70-GON'
null
null
'70-R'
null
null
'70-LEM'
null
null
'70-M-CH-DZ'
null
null
'70-M-VA-SM-DZ'
null
null
'70-MAR'
null
null
'70-TU'
null
null
'70-W'
null
null
'50-ALM'
null
null
'50-APP'
null
null
'50-APR'
null
null
'50-CHS'
null
null
'50-CH'
null
null
'51-APR'
null
null
'51-APP'
null
null
'51-ATW'
null
null
'51-BC'
null
null
'51-BLU'
null
null
20-BC-C-10
null
null
20-BC-L-10
null
null
20-CA-7.5
null
null
24-8x10
null
null
25-STR-9
null
null
26-8x10
null
null
45-CH
null
null
45-CO
null
null
45-VA
null
null
46-11
null
null
90-ALM-I
null
null
90-APIE-10
null
null
90-APP-11
null
null
90-APR-PF
null
null
90-BER-11
null
null
90-BLK-PF
null
null
90-BLU-11
null
null
90-CH-PF
null
null
90-CHR-11
null
null
90-LEM-11
null
null
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