Datasets:

---

NagrajMG

/

WildFire-X

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 18 new columns ({'evi_max', 'ndvi_min', 'i2_mean', 'i2_min', 'i3_mean', 'm11_max', 'i2_max', 'm11_mean', 'm11_min', 'ndvi_mean', 'i1_min', 'evi_min', 'ndvi_max', 'i1_mean', 'evi_mean', 'i1_max', 'i3_min', 'i3_max'}) and 25 missing columns ({'aspect_cos', 'burn_idx', 'vpd', 'tmax', 'dmc', 'fm100', 'rh_max', 'aspect_sin', 'pdsi', 'solar_rad', 'isi', 'elevation', 'fwi', 'tmin', 'slope', 'wind_speed', 'precip', 'ffmc', 'erc', 'aet', 'spec_humidity', 'ignition_prob_clim', 'rh_min', 'bui', 'dc'}).

This happened while the csv dataset builder was generating data using

hf://datasets/NagrajMG/WildFire-X/FEATURES_train_viirs.csv (at revision 6c3fd5e077deaa7afeb4b8ae10860505a3440633), [/tmp/hf-datasets-cache/medium/datasets/32422231985903-config-parquet-and-info-NagrajMG-WildFire-X-e5709566/hub/datasets--NagrajMG--WildFire-X/snapshots/6c3fd5e077deaa7afeb4b8ae10860505a3440633/FEATURES_train.csv (origin=hf://datasets/NagrajMG/WildFire-X@6c3fd5e077deaa7afeb4b8ae10860505a3440633/FEATURES_train.csv), /tmp/hf-datasets-cache/medium/datasets/32422231985903-config-parquet-and-info-NagrajMG-WildFire-X-e5709566/hub/datasets--NagrajMG--WildFire-X/snapshots/6c3fd5e077deaa7afeb4b8ae10860505a3440633/FEATURES_train_viirs.csv (origin=hf://datasets/NagrajMG/WildFire-X@6c3fd5e077deaa7afeb4b8ae10860505a3440633/FEATURES_train_viirs.csv)]

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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              target_date: string
              row: int64
              col: int64
              window_id: int64
              evi_mean: double
              evi_min: double
              evi_max: double
              i1_mean: double
              i1_min: double
              i1_max: double
              i2_mean: double
              i2_min: double
              i2_max: double
              i3_mean: double
              i3_min: double
              i3_max: double
              m11_mean: double
              m11_min: double
              m11_max: double
              ndvi_mean: double
              ndvi_min: double
              ndvi_max: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2776
              to
              {'target_date': Value('string'), 'row': Value('int64'), 'col': Value('int64'), 'window_id': Value('int64'), 'aet': Value('float64'), 'bui': Value('float64'), 'burn_idx': Value('float64'), 'dc': Value('float64'), 'dmc': Value('float64'), 'erc': Value('float64'), 'ffmc': Value('float64'), 'fm100': Value('float64'), 'fwi': Value('float64'), 'ignition_prob_clim': Value('float64'), 'isi': Value('float64'), 'pdsi': Value('float64'), 'precip': Value('float64'), 'rh_max': Value('float64'), 'rh_min': Value('float64'), 'solar_rad': Value('float64'), 'spec_humidity': Value('float64'), 'tmax': Value('float64'), 'tmin': Value('float64'), 'vpd': Value('float64'), 'wind_speed': Value('float64'), 'aspect_cos': Value('float64'), 'aspect_sin': Value('float64'), 'elevation': Value('float64'), 'slope': Value('float64')}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, 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 18 new columns ({'evi_max', 'ndvi_min', 'i2_mean', 'i2_min', 'i3_mean', 'm11_max', 'i2_max', 'm11_mean', 'm11_min', 'ndvi_mean', 'i1_min', 'evi_min', 'ndvi_max', 'i1_mean', 'evi_mean', 'i1_max', 'i3_min', 'i3_max'}) and 25 missing columns ({'aspect_cos', 'burn_idx', 'vpd', 'tmax', 'dmc', 'fm100', 'rh_max', 'aspect_sin', 'pdsi', 'solar_rad', 'isi', 'elevation', 'fwi', 'tmin', 'slope', 'wind_speed', 'precip', 'ffmc', 'erc', 'aet', 'spec_humidity', 'ignition_prob_clim', 'rh_min', 'bui', 'dc'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/NagrajMG/WildFire-X/FEATURES_train_viirs.csv (at revision 6c3fd5e077deaa7afeb4b8ae10860505a3440633), [/tmp/hf-datasets-cache/medium/datasets/32422231985903-config-parquet-and-info-NagrajMG-WildFire-X-e5709566/hub/datasets--NagrajMG--WildFire-X/snapshots/6c3fd5e077deaa7afeb4b8ae10860505a3440633/FEATURES_train.csv (origin=hf://datasets/NagrajMG/WildFire-X@6c3fd5e077deaa7afeb4b8ae10860505a3440633/FEATURES_train.csv), /tmp/hf-datasets-cache/medium/datasets/32422231985903-config-parquet-and-info-NagrajMG-WildFire-X-e5709566/hub/datasets--NagrajMG--WildFire-X/snapshots/6c3fd5e077deaa7afeb4b8ae10860505a3440633/FEATURES_train_viirs.csv (origin=hf://datasets/NagrajMG/WildFire-X@6c3fd5e077deaa7afeb4b8ae10860505a3440633/FEATURES_train_viirs.csv)]
              
              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)