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labofsahil

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aws-pricing-dataset

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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 ({'InstanceType', 'DataTransferOut', 'Storage', 'Request Count', 'Request Duration'}) and 2 missing columns ({'Deployment Model Description', 'Deployment Model'}).

This happened while the csv dataset builder was generating data using

hf://datasets/labofsahil/aws-pricing-dataset/AWSAmplify.csv (at revision 268714b3010cdbcc8917a1b2f3e03a70cd8f7e77)

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 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              SKU: string
              OfferTermCode: string
              RateCode: string
              TermType: string
              PriceDescription: string
              EffectiveDate: string
              StartingRange: int64
              EndingRange: double
              Unit: string
              PricePerUnit: double
              Currency: string
              Product Family: string
              serviceCode: string
              Location: string
              Location Type: string
              Storage: string
              usageType: string
              operation: string
              DataTransferOut: string
              InstanceType: string
              Region Code: string
              Request Count: string
              Request Duration: string
              serviceName: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3176
              to
              {'SKU': Value(dtype='string', id=None), 'OfferTermCode': Value(dtype='string', id=None), 'RateCode': Value(dtype='string', id=None), 'TermType': Value(dtype='string', id=None), 'PriceDescription': Value(dtype='string', id=None), 'EffectiveDate': Value(dtype='string', id=None), 'StartingRange': Value(dtype='int64', id=None), 'EndingRange': Value(dtype='float64', id=None), 'Unit': Value(dtype='string', id=None), 'PricePerUnit': Value(dtype='float64', id=None), 'Currency': Value(dtype='string', id=None), 'Product Family': Value(dtype='string', id=None), 'serviceCode': Value(dtype='string', id=None), 'Location': Value(dtype='string', id=None), 'Location Type': Value(dtype='string', id=None), 'usageType': Value(dtype='string', id=None), 'operation': Value(dtype='float64', id=None), 'Deployment Model': Value(dtype='string', id=None), 'Deployment Model Description': Value(dtype='string', id=None), 'Region Code': Value(dtype='string', id=None), 'serviceName': 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 1417, 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 1049, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, 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 1741, 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 1872, 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 5 new columns ({'InstanceType', 'DataTransferOut', 'Storage', 'Request Count', 'Request Duration'}) and 2 missing columns ({'Deployment Model Description', 'Deployment Model'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/labofsahil/aws-pricing-dataset/AWSAmplify.csv (at revision 268714b3010cdbcc8917a1b2f3e03a70cd8f7e77)
              
              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)