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habedi
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communication-networks

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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 ({'u_95253', 'q_100017'}) and 2 missing columns ({'q_100011', 'u_12993'}).

This happened while the csv dataset builder was generating data using

zip://cs/graphs/q100017.csv::/tmp/hf-datasets-cache/medium/datasets/93192394259547-config-parquet-and-info-habedi-communication-netw-e90b2f18/hub/datasets--habedi--communication-networks/snapshots/6fe7b4907082cca8ce4a5c3937c3f4f77b304a5f/communication_networks.zip

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 1869, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 580, 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 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              q_100017: string
              u_95253: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 490
              to
              {'q_100011': Value(dtype='string', id=None), 'u_12993': 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 1392, 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 1041, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 999, 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 1740, 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 1871, 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 ({'u_95253', 'q_100017'}) and 2 missing columns ({'q_100011', 'u_12993'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://cs/graphs/q100017.csv::/tmp/hf-datasets-cache/medium/datasets/93192394259547-config-parquet-and-info-habedi-communication-netw-e90b2f18/hub/datasets--habedi--communication-networks/snapshots/6fe7b4907082cca8ce4a5c3937c3f4f77b304a5f/communication_networks.zip
              
              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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q_100011 string	u_12993 string
q_100011	c_213052
c_213052	u_89077
q_100011	c_213061
c_213061	u_12993
q_100011	a_100015
a_100015	u_17408
a_100015	c_213050
c_213050	u_12993
a_100015	c_213058
c_213058	u_84993
a_100015	c_213059
c_213059	u_17408
a_100015	c_213060
c_213060	u_12993
a_100015	c_213175
c_213175	u_4416
null	null
null	null
null	null
null	null
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null	null

End of preview.

Stack Exchange Communication Networks

Data for the code in this repository: https://github.com/habedi/GNNforUnresolvedQuestions

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