Datasets:

---

AndreCNF

/

us-coal-power-emissions-sentinel2

like 2

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 27 new columns ({'Owner/Operator', 'Primary Rep Info', 'NERC Region', 'County', 'Longitude', 'Latitude', 'Associated Generators & Nameplate Capacity (MWe)', 'Year', 'Source Category', 'Primary Fuel Type', 'SO2 Controls', 'Max Hourly HI Rate (mmBtu/hr)', 'EPA Region', 'FIPS Code', 'Program Code', 'Unit Type', 'NOx Controls', 'Operating Status', 'SO2 Phase', 'Secondary Fuel Type', 'Associated Stacks', 'Unit ID', 'County Code', 'Commercial Operation Date', 'PM Controls', 'NOx Phase', 'Hg Controls'}) and 7 missing columns ({'Gross Load (MWh)', 'Steam Load (1000 lb)', 'Date', 'NOx Mass (short tons)', 'Heat Input (mmBtu)', 'SO2 Mass (short tons)', 'CO2 Mass (short tons)'}).

This happened while the csv dataset builder was generating data using

hf://datasets/AndreCNF/us-coal-power-emissions-sentinel2/facility_attributes.csv (at revision 3568b4a2ab733d7c9a04561f046d8f6ca1b06576)

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
              State: string
              Facility Name: string
              Facility ID: int64
              Unit ID: string
              Associated Stacks: string
              Year: int64
              Program Code: string
              Primary Rep Info: string
              EPA Region: int64
              NERC Region: string
              County: string
              County Code: string
              FIPS Code: int64
              Source Category: string
              Latitude: double
              Longitude: double
              Owner/Operator: string
              SO2 Phase: string
              NOx Phase: string
              Unit Type: string
              Primary Fuel Type: string
              Secondary Fuel Type: string
              SO2 Controls: string
              NOx Controls: string
              PM Controls: string
              Hg Controls: string
              Commercial Operation Date: string
              Operating Status: string
              Max Hourly HI Rate (mmBtu/hr): double
              Associated Generators & Nameplate Capacity (MWe): string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 4063
              to
              {'State': Value(dtype='string', id=None), 'Facility Name': Value(dtype='string', id=None), 'Facility ID': Value(dtype='int64', id=None), 'Date': Value(dtype='string', id=None), 'Gross Load (MWh)': Value(dtype='float64', id=None), 'Steam Load (1000 lb)': Value(dtype='float64', id=None), 'SO2 Mass (short tons)': Value(dtype='float64', id=None), 'CO2 Mass (short tons)': Value(dtype='float64', id=None), 'NOx Mass (short tons)': Value(dtype='float64', id=None), 'Heat Input (mmBtu)': 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 27 new columns ({'Owner/Operator', 'Primary Rep Info', 'NERC Region', 'County', 'Longitude', 'Latitude', 'Associated Generators & Nameplate Capacity (MWe)', 'Year', 'Source Category', 'Primary Fuel Type', 'SO2 Controls', 'Max Hourly HI Rate (mmBtu/hr)', 'EPA Region', 'FIPS Code', 'Program Code', 'Unit Type', 'NOx Controls', 'Operating Status', 'SO2 Phase', 'Secondary Fuel Type', 'Associated Stacks', 'Unit ID', 'County Code', 'Commercial Operation Date', 'PM Controls', 'NOx Phase', 'Hg Controls'}) and 7 missing columns ({'Gross Load (MWh)', 'Steam Load (1000 lb)', 'Date', 'NOx Mass (short tons)', 'Heat Input (mmBtu)', 'SO2 Mass (short tons)', 'CO2 Mass (short tons)'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/AndreCNF/us-coal-power-emissions-sentinel2/facility_attributes.csv (at revision 3568b4a2ab733d7c9a04561f046d8f6ca1b06576)
              
              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)