Datasets:

---

mahfuzmee-eng

/

mouth_ulcer_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 20 new columns ({'overall_risk_score', 'hydration_level', 'alcohol_use', 'oral_hygiene', 'sleep_hours', 'smoking', 'spicy_food_intake', 'water_quality', 'autoimmune_condition', 'lifestyle_score', 'nutritional_score', 'diet_type', 'vitamin_b2_deficiency', 'iron_deficiency', 'stress_level', 'immune_status', 'hygiene_score', 'gut_disorder', 'vitamin_b12_deficiency', 'diabetes'}) and 8 missing columns ({'country', 'age_group', 'climate', 'continent', 'gender', 'income_level', 'region_type', 'age'}).

This happened while the csv dataset builder was generating data using

zip://02_risk_factors.csv::/tmp/hf-datasets-cache/medium/datasets/91354516402121-config-parquet-and-info-mahfuzmee-eng-mouth_ulcer-abdb41f4/hub/datasets--mahfuzmee-eng--mouth_ulcer_dataset/snapshots/78d8e043c1491201eec7878945d53a32b50be7c0/mouth_ulcer_dataset.zip, [/tmp/hf-datasets-cache/medium/datasets/91354516402121-config-parquet-and-info-mahfuzmee-eng-mouth_ulcer-abdb41f4/hub/datasets--mahfuzmee-eng--mouth_ulcer_dataset/snapshots/78d8e043c1491201eec7878945d53a32b50be7c0/mouth_ulcer_dataset.zip (origin=hf://datasets/mahfuzmee-eng/mouth_ulcer_dataset@78d8e043c1491201eec7878945d53a32b50be7c0/mouth_ulcer_dataset.zip)]

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 1800, 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 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              patient_id: string
              vitamin_b2_deficiency: int64
              vitamin_b12_deficiency: int64
              iron_deficiency: int64
              stress_level: string
              sleep_hours: double
              smoking: int64
              alcohol_use: int64
              spicy_food_intake: string
              oral_hygiene: string
              immune_status: string
              diet_type: string
              diabetes: int64
              gut_disorder: int64
              autoimmune_condition: int64
              hydration_level: string
              water_quality: string
              nutritional_score: int64
              lifestyle_score: double
              hygiene_score: int64
              overall_risk_score: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2918
              to
              {'patient_id': Value('string'), 'age': Value('int64'), 'age_group': Value('string'), 'gender': Value('string'), 'country': Value('string'), 'continent': Value('string'), 'region_type': Value('string'), 'income_level': Value('string'), 'climate': 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 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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 20 new columns ({'overall_risk_score', 'hydration_level', 'alcohol_use', 'oral_hygiene', 'sleep_hours', 'smoking', 'spicy_food_intake', 'water_quality', 'autoimmune_condition', 'lifestyle_score', 'nutritional_score', 'diet_type', 'vitamin_b2_deficiency', 'iron_deficiency', 'stress_level', 'immune_status', 'hygiene_score', 'gut_disorder', 'vitamin_b12_deficiency', 'diabetes'}) and 8 missing columns ({'country', 'age_group', 'climate', 'continent', 'gender', 'income_level', 'region_type', 'age'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://02_risk_factors.csv::/tmp/hf-datasets-cache/medium/datasets/91354516402121-config-parquet-and-info-mahfuzmee-eng-mouth_ulcer-abdb41f4/hub/datasets--mahfuzmee-eng--mouth_ulcer_dataset/snapshots/78d8e043c1491201eec7878945d53a32b50be7c0/mouth_ulcer_dataset.zip, [/tmp/hf-datasets-cache/medium/datasets/91354516402121-config-parquet-and-info-mahfuzmee-eng-mouth_ulcer-abdb41f4/hub/datasets--mahfuzmee-eng--mouth_ulcer_dataset/snapshots/78d8e043c1491201eec7878945d53a32b50be7c0/mouth_ulcer_dataset.zip (origin=hf://datasets/mahfuzmee-eng/mouth_ulcer_dataset@78d8e043c1491201eec7878945d53a32b50be7c0/mouth_ulcer_dataset.zip)]
              
              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)