Datasets:

---

HyraXuna

/

Mental_Health_YP

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 17 new columns ({'Social_Weakness', 'Growing_Stress', 'self_employed', 'Coping_Struggles', 'Work_Interest', 'Gender', 'Days_Indoors', 'treatment', 'Occupation', 'Country', 'mental_health_interview', 'care_options', 'family_history', 'Mood_Swings', 'Mental_Health_History', 'Timestamp', 'Changes_Habits'}) and 14 missing columns ({'Subgroup', 'Time Period Start Date', 'Value', 'Group', 'Confidence Interval', 'Phase', 'High CI', 'Indicator', 'Time Period', 'State', 'Time Period End Date', 'Low CI', 'Quartile Range', 'Time Period Label'}).

This happened while the csv dataset builder was generating data using

hf://datasets/HyraXuna/Mental_Health_YP/Mental Health Dataset.csv (at revision b2dfe6f09772f3241c48e0eb2a9291a53d155ce9)

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 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Timestamp: string
              Gender: string
              Country: string
              Occupation: string
              self_employed: string
              family_history: string
              treatment: string
              Days_Indoors: string
              Growing_Stress: string
              Changes_Habits: string
              Mental_Health_History: string
              Mood_Swings: string
              Coping_Struggles: string
              Work_Interest: string
              Social_Weakness: string
              mental_health_interview: string
              care_options: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2401
              to
              {'Indicator': Value(dtype='string', id=None), 'Group': Value(dtype='string', id=None), 'State': Value(dtype='string', id=None), 'Subgroup': Value(dtype='string', id=None), 'Phase': Value(dtype='string', id=None), 'Time Period': Value(dtype='int64', id=None), 'Time Period Label': Value(dtype='string', id=None), 'Time Period Start Date': Value(dtype='string', id=None), 'Time Period End Date': Value(dtype='string', id=None), 'Value': Value(dtype='float64', id=None), 'Low CI': Value(dtype='float64', id=None), 'High CI': Value(dtype='float64', id=None), 'Confidence Interval': Value(dtype='string', id=None), 'Quartile Range': 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 1436, 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 1053, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 17 new columns ({'Social_Weakness', 'Growing_Stress', 'self_employed', 'Coping_Struggles', 'Work_Interest', 'Gender', 'Days_Indoors', 'treatment', 'Occupation', 'Country', 'mental_health_interview', 'care_options', 'family_history', 'Mood_Swings', 'Mental_Health_History', 'Timestamp', 'Changes_Habits'}) and 14 missing columns ({'Subgroup', 'Time Period Start Date', 'Value', 'Group', 'Confidence Interval', 'Phase', 'High CI', 'Indicator', 'Time Period', 'State', 'Time Period End Date', 'Low CI', 'Quartile Range', 'Time Period Label'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/HyraXuna/Mental_Health_YP/Mental Health Dataset.csv (at revision b2dfe6f09772f3241c48e0eb2a9291a53d155ce9)
              
              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)