Datasets:

fudong03

/

Tiny-CropNet

like 3

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 2 new columns ({'YIELD, MEASURED IN LB / ACRE', 'PRODUCTION, MEASURED IN 480 LB BALES'}) and 2 missing columns ({'YIELD, MEASURED IN BU / ACRE', 'PRODUCTION, MEASURED IN BU'}).

This happened while the csv dataset builder was generating data using

hf://datasets/fudong03/Tiny-CropNet/USDA Crop Dataset/data/Cotton/2017/USDA_Cotton_County_2017.csv (at revision 07260d9d23d7093abd89cb5a78f8d82a439c8816)

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 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              commodity_desc: string
              reference_period_desc: string
              year: int64
              state_ansi: int64
              state_name: string
              county_ansi: int64
              county_name: string
              asd_code: int64
              asd_desc: string
              domain_desc: string
              source_desc: string
              agg_level_desc: string
              PRODUCTION, MEASURED IN 480 LB BALES: double
              YIELD, MEASURED IN LB / ACRE: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2045
              to
              {'commodity_desc': Value(dtype='string', id=None), 'reference_period_desc': Value(dtype='string', id=None), 'year': Value(dtype='int64', id=None), 'state_ansi': Value(dtype='int64', id=None), 'state_name': Value(dtype='string', id=None), 'county_ansi': Value(dtype='int64', id=None), 'county_name': Value(dtype='string', id=None), 'asd_code': Value(dtype='int64', id=None), 'asd_desc': Value(dtype='string', id=None), 'domain_desc': Value(dtype='string', id=None), 'source_desc': Value(dtype='string', id=None), 'agg_level_desc': Value(dtype='string', id=None), 'PRODUCTION, MEASURED IN BU': Value(dtype='float64', id=None), 'YIELD, MEASURED IN BU / ACRE': Value(dtype='float64', 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 1316, in compute_config_parquet_and_info_response
                  parquet_operations, partial = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 909, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, 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 2013, 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 2 new columns ({'YIELD, MEASURED IN LB / ACRE', 'PRODUCTION, MEASURED IN 480 LB BALES'}) and 2 missing columns ({'YIELD, MEASURED IN BU / ACRE', 'PRODUCTION, MEASURED IN BU'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/fudong03/Tiny-CropNet/USDA Crop Dataset/data/Cotton/2017/USDA_Cotton_County_2017.csv (at revision 07260d9d23d7093abd89cb5a78f8d82a439c8816)
              
              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)