Datasets:

---

ourafla

/

Mental-Health_Text-Classification_Dataset

like 0

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 18 new columns ({'type_token_ratio', 'avg_word_length', 'has_stress_keyword', 'has_help_keyword', 'noun_ratio', 'num_emojis', 'polarity', 'adv_ratio', 'has_suicidal_keyword', 'text_length', 'word_count', 'adj_ratio', 'num_urls', 'num_excess_punct', 'stopword_ratio', 'num_special_chars', 'verb_ratio', 'subjectivity'})

This happened while the csv dataset builder was generating data using

hf://datasets/ourafla/Mental-Health_Text-Classification_Dataset/mental_health_feature_engineered.csv (at revision e47ef4f68a0d28d9f174cb8af2323400b14f1a73)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
              Unique_ID: double
              text: string
              status: string
              text_length: double
              word_count: double
              num_urls: double
              num_emojis: double
              num_special_chars: double
              num_excess_punct: double
              avg_word_length: double
              stopword_ratio: double
              type_token_ratio: double
              polarity: double
              subjectivity: double
              noun_ratio: double
              verb_ratio: double
              adj_ratio: double
              adv_ratio: double
              has_suicidal_keyword: string
              has_stress_keyword: string
              has_help_keyword: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2875
              to
              {'Unique_ID': Value('float64'), 'text': Value('string'), 'status': 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 1339, 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 972, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 18 new columns ({'type_token_ratio', 'avg_word_length', 'has_stress_keyword', 'has_help_keyword', 'noun_ratio', 'num_emojis', 'polarity', 'adv_ratio', 'has_suicidal_keyword', 'text_length', 'word_count', 'adj_ratio', 'num_urls', 'num_excess_punct', 'stopword_ratio', 'num_special_chars', 'verb_ratio', 'subjectivity'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ourafla/Mental-Health_Text-Classification_Dataset/mental_health_feature_engineered.csv (at revision e47ef4f68a0d28d9f174cb8af2323400b14f1a73)
              
              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)