Datasets:

---

Shoker97

/

Sawyer_effort_data_logs

Like 1

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 8 new columns ({'First_Mode', 'Excluded', 'Questionnaire_Start_Toronto', 'Status', 'Questionnaire_End_Toronto', 'Logs_Second_Mode', 'Second_Mode', 'Logs_First_Mode'}) and 9 missing columns ({'Mode_Order', 'Duration_s', 'Mode', 'File', 'Folder', 'Original_File', 'Log_Start_Toronto', 'Task', 'Samples'}).

This happened while the csv dataset builder was generating data using

zip://Sawyer_Effort_By_Participant/_participant_summary.csv::hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part1of5.zip, ['hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part1of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part2of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part3of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part4of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part5of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Study_Data_Cleaned.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 1856, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 811, 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 822, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              Participant_ID: string
              Name: string
              Questionnaire_Start_Toronto: string
              Questionnaire_End_Toronto: string
              First_Mode: string
              Second_Mode: string
              Logs_First_Mode: int64
              Logs_Second_Mode: int64
              Excluded: int64
              Status: string
              Note: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1649
              to
              {'Participant_ID': Value('string'), 'Name': Value('string'), 'Mode_Order': Value('string'), 'Folder': Value('string'), 'Mode': Value('string'), 'Task': Value('float64'), 'File': Value('string'), 'Original_File': Value('string'), 'Log_Start_Toronto': Value('string'), 'Duration_s': Value('float64'), 'Samples': Value('int64'), 'Note': Value('string')}
              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 1379, 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 956, 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 1702, 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 1858, 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 8 new columns ({'First_Mode', 'Excluded', 'Questionnaire_Start_Toronto', 'Status', 'Questionnaire_End_Toronto', 'Logs_Second_Mode', 'Second_Mode', 'Logs_First_Mode'}) and 9 missing columns ({'Mode_Order', 'Duration_s', 'Mode', 'File', 'Folder', 'Original_File', 'Log_Start_Toronto', 'Task', 'Samples'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://Sawyer_Effort_By_Participant/_participant_summary.csv::hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part1of5.zip, ['hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part1of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part2of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part3of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part4of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Effort_By_Participant_part5of5.zip', 'hf://datasets/Shoker97/Sawyer_effort_data_logs@54f7ac8b672884da815f4a81f54edcbdb4170343/Sawyer_Study_Data_Cleaned.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)