Datasets:

---

aki-008

/

water_purity_predictions

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 1 new columns ({'pet'}) and 6 missing columns ({'MNDWI', 'NDMI', 'green', 'swir16', 'nir', 'swir22'}).

This happened while the csv dataset builder was generating data using

hf://datasets/aki-008/water_purity_predictions/terraclimate_features_training.csv (at revision d5e1ed18efb3156d0f91c1b355527a1bf413ec40), [/tmp/hf-datasets-cache/medium/datasets/56826285617586-config-parquet-and-info-aki-008-water_purity_pred-3796269b/hub/datasets--aki-008--water_purity_predictions/snapshots/d5e1ed18efb3156d0f91c1b355527a1bf413ec40/landsat_features_training.csv (origin=hf://datasets/aki-008/water_purity_predictions@d5e1ed18efb3156d0f91c1b355527a1bf413ec40/landsat_features_training.csv), /tmp/hf-datasets-cache/medium/datasets/56826285617586-config-parquet-and-info-aki-008-water_purity_pred-3796269b/hub/datasets--aki-008--water_purity_predictions/snapshots/d5e1ed18efb3156d0f91c1b355527a1bf413ec40/terraclimate_features_training.csv (origin=hf://datasets/aki-008/water_purity_predictions@d5e1ed18efb3156d0f91c1b355527a1bf413ec40/terraclimate_features_training.csv), /tmp/hf-datasets-cache/medium/datasets/56826285617586-config-parquet-and-info-aki-008-water_purity_pred-3796269b/hub/datasets--aki-008--water_purity_predictions/snapshots/d5e1ed18efb3156d0f91c1b355527a1bf413ec40/water_quality_training_dataset.csv (origin=hf://datasets/aki-008/water_purity_predictions@d5e1ed18efb3156d0f91c1b355527a1bf413ec40/water_quality_training_dataset.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 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Latitude: double
              Longitude: double
              Sample Date: string
              pet: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 727
              to
              {'Latitude': Value('float64'), 'Longitude': Value('float64'), 'Sample Date': Value('string'), 'nir': Value('float64'), 'green': Value('float64'), 'swir16': Value('float64'), 'swir22': Value('float64'), 'NDMI': Value('float64'), 'MNDWI': 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 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 ({'pet'}) and 6 missing columns ({'MNDWI', 'NDMI', 'green', 'swir16', 'nir', 'swir22'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/aki-008/water_purity_predictions/terraclimate_features_training.csv (at revision d5e1ed18efb3156d0f91c1b355527a1bf413ec40), [/tmp/hf-datasets-cache/medium/datasets/56826285617586-config-parquet-and-info-aki-008-water_purity_pred-3796269b/hub/datasets--aki-008--water_purity_predictions/snapshots/d5e1ed18efb3156d0f91c1b355527a1bf413ec40/landsat_features_training.csv (origin=hf://datasets/aki-008/water_purity_predictions@d5e1ed18efb3156d0f91c1b355527a1bf413ec40/landsat_features_training.csv), /tmp/hf-datasets-cache/medium/datasets/56826285617586-config-parquet-and-info-aki-008-water_purity_pred-3796269b/hub/datasets--aki-008--water_purity_predictions/snapshots/d5e1ed18efb3156d0f91c1b355527a1bf413ec40/terraclimate_features_training.csv (origin=hf://datasets/aki-008/water_purity_predictions@d5e1ed18efb3156d0f91c1b355527a1bf413ec40/terraclimate_features_training.csv), /tmp/hf-datasets-cache/medium/datasets/56826285617586-config-parquet-and-info-aki-008-water_purity_pred-3796269b/hub/datasets--aki-008--water_purity_predictions/snapshots/d5e1ed18efb3156d0f91c1b355527a1bf413ec40/water_quality_training_dataset.csv (origin=hf://datasets/aki-008/water_purity_predictions@d5e1ed18efb3156d0f91c1b355527a1bf413ec40/water_quality_training_dataset.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)