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signal

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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 1 new columns ({'income_class'}) and 25 missing columns ({'gender_male', 'no_disability', 'digital_index', 'disability_mental', 'disability_severity_ord', 'agri_worker', 'region_Eastern', 'disability_communication', 'weekly_workhours', 'disability_hand_finger', 'disabled', 'region_Sulawesi', 'disability_walking', 'age', 'disability_vision', 'disability_hearing', 'region_Bali_Nusa', 'region_Java', 'region_Sumatra', 'workhours_missing', 'region_Kalimantan', 'social_participant', 'education_years', 'digital_status', 'social_participation_index'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Sakhiur/signal/y_train_resampled_Sakhiur.csv (at revision ae77eea1b29f18d8ede3a4348970eebcb06ac945), ['hf://datasets/Sakhiur/signal@ae77eea1b29f18d8ede3a4348970eebcb06ac945/X_train_resampled_Sakhiur.csv', 'hf://datasets/Sakhiur/signal@ae77eea1b29f18d8ede3a4348970eebcb06ac945/y_train_resampled_Sakhiur.csv']

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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              income_class: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 405
              to
              {'age': Value('float64'), 'education_years': Value('float64'), 'weekly_workhours': Value('float64'), 'digital_index': Value('float64'), 'social_participation_index': Value('float64'), 'gender_male': Value('int64'), 'disabled': Value('int64'), 'social_participant': Value('int64'), 'agri_worker': Value('int64'), 'disability_severity_ord': Value('int64'), 'disability_vision': Value('int64'), 'disability_mental': Value('int64'), 'disability_walking': Value('int64'), 'disability_hearing': Value('int64'), 'disability_communication': Value('int64'), 'disability_hand_finger': Value('int64'), 'no_disability': Value('int64'), 'digital_status': Value('int64'), 'workhours_missing': Value('int64'), 'region_Bali_Nusa': Value('int64'), 'region_Eastern': Value('int64'), 'region_Java': Value('int64'), 'region_Kalimantan': Value('int64'), 'region_Sulawesi': Value('int64'), 'region_Sumatra': Value('int64')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 1 new columns ({'income_class'}) and 25 missing columns ({'gender_male', 'no_disability', 'digital_index', 'disability_mental', 'disability_severity_ord', 'agri_worker', 'region_Eastern', 'disability_communication', 'weekly_workhours', 'disability_hand_finger', 'disabled', 'region_Sulawesi', 'disability_walking', 'age', 'disability_vision', 'disability_hearing', 'region_Bali_Nusa', 'region_Java', 'region_Sumatra', 'workhours_missing', 'region_Kalimantan', 'social_participant', 'education_years', 'digital_status', 'social_participation_index'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Sakhiur/signal/y_train_resampled_Sakhiur.csv (at revision ae77eea1b29f18d8ede3a4348970eebcb06ac945), ['hf://datasets/Sakhiur/signal@ae77eea1b29f18d8ede3a4348970eebcb06ac945/X_train_resampled_Sakhiur.csv', 'hf://datasets/Sakhiur/signal@ae77eea1b29f18d8ede3a4348970eebcb06ac945/y_train_resampled_Sakhiur.csv']
              
              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.

age
float64
education_years
float64
weekly_workhours
float64
digital_index
float64
social_participation_index
float64
gender_male
int64
disabled
int64
social_participant
int64
agri_worker
int64
disability_severity_ord
int64
disability_vision
int64
disability_mental
int64
disability_walking
int64
disability_hearing
int64
disability_communication
int64
disability_hand_finger
int64
no_disability
int64
digital_status
int64
workhours_missing
int64
region_Bali_Nusa
int64
region_Eastern
int64
region_Java
int64
region_Kalimantan
int64
region_Sulawesi
int64
region_Sumatra
int64
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