Datasets:

scalytics

/

smartmeterdata

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 ({'__index_level_0__', '__index_level_3__', '36:57.902217+00', '__index_level_2__', '__index_level_1__'}) and 5 missing columns ({'device_id', 'value', 'device_name', 'timestamp', 'property'}).

This happened while the csv dataset builder was generating data using

hf://datasets/scalytics/smartmeterdata/smartmeter_xab.csv (at revision 5a056f6c57a018b232de870936f7f0385741b768)

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
              36:57.902217+00: string
              __index_level_0__: string
              __index_level_1__: string
              __index_level_2__: string
              __index_level_3__: double
              -- schema metadata --
              pandas: '{"index_columns": ["__index_level_0__", "__index_level_1__", "__' + 883
              to
              {'device_id': Value(dtype='string', id=None), 'device_name': Value(dtype='string', id=None), 'property': Value(dtype='string', id=None), 'value': Value(dtype='float64', id=None), 'timestamp': 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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 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 5 new columns ({'__index_level_0__', '__index_level_3__', '36:57.902217+00', '__index_level_2__', '__index_level_1__'}) and 5 missing columns ({'device_id', 'value', 'device_name', 'timestamp', 'property'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/scalytics/smartmeterdata/smartmeter_xab.csv (at revision 5a056f6c57a018b232de870936f7f0385741b768)
              
              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)