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smartbuildings

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Faulted_Unfaulted_data_sorted

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Smart Buildings 5

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 1 new columns ({'setpoint deviation'}) and 1 missing columns ({'set'}).

This happened while the csv dataset builder was generating data using

hf://datasets/smartbuildings/Faulted_Unfaulted_data_sorted/RTU_Faulted_Inc_Eco.csv (at revision d4085b43cf4201fcb8e2f6b0463863d3dbe3d27a)

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
              Unnamed: 0: int64
              HVAC_TOT_WATT: double
              RTU_MA_TEMP: double
              RTU_OA_DMPR_DM: double
              RTU_OA_TEMP: double
              RTU_RA_DMPR_DM: double
              RTU_RA_TEMP: double
              RTU_SA_FAN_WATT: double
              RTU_SA_FLOW: double
              RTU_SA_TEMP: double
              RTU_TOT_WATT: double
              season: string
              setpoint deviation: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1885
              to
              {'Unnamed: 0': Value(dtype='int64', id=None), 'season': Value(dtype='string', id=None), 'set': Value(dtype='float64', id=None), 'HVAC_TOT_WATT': Value(dtype='float64', id=None), 'RTU_MA_TEMP': Value(dtype='float64', id=None), 'RTU_OA_DMPR_DM': Value(dtype='float64', id=None), 'RTU_OA_TEMP': Value(dtype='float64', id=None), 'RTU_RA_DMPR_DM': Value(dtype='float64', id=None), 'RTU_RA_TEMP': Value(dtype='float64', id=None), 'RTU_SA_FAN_WATT': Value(dtype='float64', id=None), 'RTU_SA_FLOW': Value(dtype='float64', id=None), 'RTU_SA_TEMP': Value(dtype='float64', id=None), 'RTU_TOT_WATT': 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 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 1 new columns ({'setpoint deviation'}) and 1 missing columns ({'set'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/smartbuildings/Faulted_Unfaulted_data_sorted/RTU_Faulted_Inc_Eco.csv (at revision d4085b43cf4201fcb8e2f6b0463863d3dbe3d27a)
              
              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)