Datasets:

---

Paulownia

/

AMINIFM_Train_Two

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 26 new columns ({'swir16', 'green', 'blue', 'rededge2', 'nir08', 'time', 'spatial_ref', 'coastal', 'success', 'cloud_cover', 'ndre', 'red', 'nir', 'evi', 'ndvi', 'band', 'ndbi', 'error', 'savi', 'rededge3', 'ndwi', 'cirrus', 'tiff_count', 'rededge1', 'swir22', 'wvp'}) and 3 missing columns ({'Target', 'year', 'class'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Paulownia/AMINIFM_Train_Two/satellite_data/enhanced_train_data.csv (at revision f20528c9baf7104570c78a8f79c66d89526b2e0b)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              unique_id: string
              x: double
              y: double
              success: bool
              tiff_count: int64
              error: double
              time: string
              cloud_cover: double
              band: int64
              spatial_ref: int64
              coastal: double
              blue: double
              green: double
              red: double
              rededge1: double
              rededge2: double
              rededge3: double
              nir: double
              nir08: double
              wvp: double
              cirrus: double
              swir16: double
              swir22: double
              ndvi: double
              evi: double
              savi: double
              ndre: double
              ndwi: double
              ndbi: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3486
              to
              {'unique_id': Value('string'), 'x': Value('float64'), 'y': Value('float64'), 'year': Value('int64'), 'Target': Value('string'), 'class': Value('int64')}
              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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1833, 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 26 new columns ({'swir16', 'green', 'blue', 'rededge2', 'nir08', 'time', 'spatial_ref', 'coastal', 'success', 'cloud_cover', 'ndre', 'red', 'nir', 'evi', 'ndvi', 'band', 'ndbi', 'error', 'savi', 'rededge3', 'ndwi', 'cirrus', 'tiff_count', 'rededge1', 'swir22', 'wvp'}) and 3 missing columns ({'Target', 'year', 'class'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Paulownia/AMINIFM_Train_Two/satellite_data/enhanced_train_data.csv (at revision f20528c9baf7104570c78a8f79c66d89526b2e0b)
              
              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)