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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 7 new columns ({'challenged', 'statement', 'confidence', 'topic', 'evidence_count', 'created_at', 'last_updated'})

This happened while the json dataset builder was generating data using

hf://datasets/DevodG/janus-data/data/reflections/opinions.json (at revision 498506da979933a9be167f26ba40ace4744be99a), [/tmp/hf-datasets-cache/medium/datasets/50617071975099-config-parquet-and-info-DevodG-janus-data-6074b7a2/hub/datasets--DevodG--janus-data/snapshots/498506da979933a9be167f26ba40ace4744be99a/data/reflections/corrections.json (origin=hf://datasets/DevodG/janus-data@498506da979933a9be167f26ba40ace4744be99a/data/reflections/corrections.json), /tmp/hf-datasets-cache/medium/datasets/50617071975099-config-parquet-and-info-DevodG-janus-data-6074b7a2/hub/datasets--DevodG--janus-data/snapshots/498506da979933a9be167f26ba40ace4744be99a/data/reflections/opinions.json (origin=hf://datasets/DevodG/janus-data@498506da979933a9be167f26ba40ace4744be99a/data/reflections/opinions.json)]

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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1893, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              topic: string
              statement: string
              confidence: double
              evidence_count: int64
              created_at: double
              last_updated: double
              challenged: bool
              to
              {}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1895, 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 7 new columns ({'challenged', 'statement', 'confidence', 'topic', 'evidence_count', 'created_at', 'last_updated'})
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/DevodG/janus-data/data/reflections/opinions.json (at revision 498506da979933a9be167f26ba40ace4744be99a), [/tmp/hf-datasets-cache/medium/datasets/50617071975099-config-parquet-and-info-DevodG-janus-data-6074b7a2/hub/datasets--DevodG--janus-data/snapshots/498506da979933a9be167f26ba40ace4744be99a/data/reflections/corrections.json (origin=hf://datasets/DevodG/janus-data@498506da979933a9be167f26ba40ace4744be99a/data/reflections/corrections.json), /tmp/hf-datasets-cache/medium/datasets/50617071975099-config-parquet-and-info-DevodG-janus-data-6074b7a2/hub/datasets--DevodG--janus-data/snapshots/498506da979933a9be167f26ba40ace4744be99a/data/reflections/opinions.json (origin=hf://datasets/DevodG/janus-data@498506da979933a9be167f26ba40ace4744be99a/data/reflections/opinions.json)]
              
              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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topic
string
statement
string
confidence
float64
evidence_count
int64
created_at
float64
last_updated
float64
challenged
bool
analyze rbi rate
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0.65
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1,775,765,040.647057
1,775,765,040.647058
false
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This comes up often โ€” 3 times recently. It matters to the user.
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1,775,765,040.65128
1,775,765,040.651281
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0.65
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1,775,765,040.65449
1,775,765,040.654491
false

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