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floodpeople

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KazFlow85_dataset

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Flood People 6

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 5 new columns ({'silt_frac', 'max_water_content', 'soil_conductivity', 'sand_frac', 'clay_frac'}) and 33 missing columns ({'pet_mean', 'low_prec_dur_gsmap', 'high_prec_freq_chirps', 'aridity_chirps', 'high_prec_dur_mswep', 'high_prec_freq_mswep', 'aridity_gsmap', 'high_prec_freq_era', 'high_prec_dur_gsmap', 'aridity_mswep', 'high_prec_dur_era', 'high_prec_dur_chirps', 'p_mean_gsmap', 'low_prec_freq_era', 'frac_snow_daily_era', 'p_seasonality_era', 'p_seasonality_chirps', 'frac_snow_daily_mswep', 'p_mean_era', 'low_prec_freq_mswep', 'low_prec_freq_gsmap', 'p_mean_chirps', 'p_mean_mswep', 'p_seasonality_gsmap', 'low_prec_dur_mswep', 'aridity_era', 'low_prec_dur_chirps', 'frac_snow_daily_chirps', 'low_prec_dur_era', 'high_prec_freq_gsmap', 'frac_snow_daily_gsmap', 'p_seasonality_mswep', 'low_prec_freq_chirps'}).

This happened while the csv dataset builder was generating data using

zip://KazFlow85_dataset/attributes/kazflow85_soil.csv::/tmp/hf-datasets-cache/medium/datasets/59574952634036-config-parquet-and-info-floodpeople-KazFlow85_dat-9fcf2d85/hub/datasets--floodpeople--KazFlow85_dataset/snapshots/82e2daa94e7f2fdbbc977d962a73e13381e753d2/KazFlow85_dataset.zip

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
              basin_id: int64
              soil_conductivity: double
              max_water_content: double
              sand_frac: double
              silt_frac: double
              clay_frac: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1000
              to
              {'basin_id': Value('int64'), 'p_mean_era': Value('float64'), 'pet_mean': Value('float64'), 'aridity_era': Value('float64'), 'p_seasonality_era': Value('float64'), 'frac_snow_daily_era': Value('float64'), 'high_prec_freq_era': Value('float64'), 'high_prec_dur_era': Value('float64'), 'low_prec_freq_era': Value('float64'), 'low_prec_dur_era': Value('float64'), 'p_mean_gsmap': Value('float64'), 'aridity_gsmap': Value('float64'), 'p_seasonality_gsmap': Value('float64'), 'frac_snow_daily_gsmap': Value('float64'), 'high_prec_freq_gsmap': Value('float64'), 'high_prec_dur_gsmap': Value('float64'), 'low_prec_freq_gsmap': Value('float64'), 'low_prec_dur_gsmap': Value('float64'), 'p_mean_chirps': Value('float64'), 'aridity_chirps': Value('float64'), 'p_seasonality_chirps': Value('float64'), 'frac_snow_daily_chirps': Value('float64'), 'high_prec_freq_chirps': Value('float64'), 'high_prec_dur_chirps': Value('float64'), 'low_prec_freq_chirps': Value('float64'), 'low_prec_dur_chirps': Value('float64'), 'p_mean_mswep': Value('float64'), 'aridity_mswep': Value('float64'), 'p_seasonality_mswep': Value('float64'), 'frac_snow_daily_mswep': Value('float64'), 'high_prec_freq_mswep': Value('float64'), 'high_prec_dur_mswep': Value('float64'), 'low_prec_freq_mswep': Value('float64'), 'low_prec_dur_mswep': 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 1339, 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 972, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 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 5 new columns ({'silt_frac', 'max_water_content', 'soil_conductivity', 'sand_frac', 'clay_frac'}) and 33 missing columns ({'pet_mean', 'low_prec_dur_gsmap', 'high_prec_freq_chirps', 'aridity_chirps', 'high_prec_dur_mswep', 'high_prec_freq_mswep', 'aridity_gsmap', 'high_prec_freq_era', 'high_prec_dur_gsmap', 'aridity_mswep', 'high_prec_dur_era', 'high_prec_dur_chirps', 'p_mean_gsmap', 'low_prec_freq_era', 'frac_snow_daily_era', 'p_seasonality_era', 'p_seasonality_chirps', 'frac_snow_daily_mswep', 'p_mean_era', 'low_prec_freq_mswep', 'low_prec_freq_gsmap', 'p_mean_chirps', 'p_mean_mswep', 'p_seasonality_gsmap', 'low_prec_dur_mswep', 'aridity_era', 'low_prec_dur_chirps', 'frac_snow_daily_chirps', 'low_prec_dur_era', 'high_prec_freq_gsmap', 'frac_snow_daily_gsmap', 'p_seasonality_mswep', 'low_prec_freq_chirps'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://KazFlow85_dataset/attributes/kazflow85_soil.csv::/tmp/hf-datasets-cache/medium/datasets/59574952634036-config-parquet-and-info-floodpeople-KazFlow85_dat-9fcf2d85/hub/datasets--floodpeople--KazFlow85_dataset/snapshots/82e2daa94e7f2fdbbc977d962a73e13381e753d2/KazFlow85_dataset.zip
              
              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)