Datasets:

---

EdenMusk

/

cartcompare-ai-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 5 new columns ({'category_original', 'size_original', 'flag_unmapped_category', 'flag_real_brand', 'flag_price_outlier'})

This happened while the csv dataset builder was generating data using

hf://datasets/EdenMusk/cartcompare-ai-dataset/cartcompare_products_clean.csv (at revision bdaeca38d2da0044fa1d1857589482eccd1ca3cf), ['hf://datasets/EdenMusk/cartcompare-ai-dataset@bdaeca38d2da0044fa1d1857589482eccd1ca3cf/cartcompare_products.csv', 'hf://datasets/EdenMusk/cartcompare-ai-dataset@bdaeca38d2da0044fa1d1857589482eccd1ca3cf/cartcompare_products_clean.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
              store_name: string
              product_name: string
              brand: string
              category: string
              subcategory: string
              size: string
              price: double
              on_promotion: bool
              promotion_description: string
              description: string
              tags: string
              category_original: string
              flag_unmapped_category: bool
              flag_real_brand: bool
              size_original: string
              flag_price_outlier: bool
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2238
              to
              {'store_name': Value('string'), 'product_name': Value('string'), 'brand': Value('string'), 'category': Value('string'), 'subcategory': Value('string'), 'size': Value('string'), 'price': Value('float64'), 'on_promotion': Value('bool'), 'promotion_description': Value('string'), 'description': Value('string'), 'tags': 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 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 5 new columns ({'category_original', 'size_original', 'flag_unmapped_category', 'flag_real_brand', 'flag_price_outlier'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/EdenMusk/cartcompare-ai-dataset/cartcompare_products_clean.csv (at revision bdaeca38d2da0044fa1d1857589482eccd1ca3cf), ['hf://datasets/EdenMusk/cartcompare-ai-dataset@bdaeca38d2da0044fa1d1857589482eccd1ca3cf/cartcompare_products.csv', 'hf://datasets/EdenMusk/cartcompare-ai-dataset@bdaeca38d2da0044fa1d1857589482eccd1ca3cf/cartcompare_products_clean.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)