Datasets:

---

Zulqarnain

/

Full-working

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 24 new columns ({'SurfacePressure_Pa', 'Precipitation_mm', 'Wind_U_10m', 'SoilMoisture_Layer4', 'SoilTemperature_Level1_C', 'DewPoint_C', 'SoilMoisture_Layer3', 'Temperature_C', 'SolarRadiation_J_m2', 'SoilMoisture_Layer2', 'Year', 'SoilMoisture_Layer1', 'Wind_V_10m', 'ERA5_Longitude', 'WindSpeed_m_s', 'Month', 'Latitude', 'Date', 'SoilTemperature_Level2_C', 'SoilTemperature_Level4_C', 'SoilTemperature_Level3_C', 'ERA5_Latitude', 'District', 'Longitude'}) and 9 missing columns ({'yield_t_acre', 'season', 'financial_year', 'target_unit', 'area_acres', 'district', 'source_period', 'production_metric_tons', 'year_start'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Zulqarnain/Full-working/ERA5_1970_2019_original_features.csv (at revision 57fa022a707c6eb2c422ecf60f9309290f828b22), ['hf://datasets/Zulqarnain/Full-working@57fa022a707c6eb2c422ecf60f9309290f828b22/BBS_1970_2019_corrected_acre.csv', 'hf://datasets/Zulqarnain/Full-working@57fa022a707c6eb2c422ecf60f9309290f828b22/ERA5_1970_2019_original_features.csv', 'hf://datasets/Zulqarnain/Full-working@57fa022a707c6eb2c422ecf60f9309290f828b22/MODIS_2000_2019_original_features.csv', 'hf://datasets/Zulqarnain/Full-working@57fa022a707c6eb2c422ecf60f9309290f828b22/MODIS_2000_2019_original_features_no_geo.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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              District: string
              Latitude: double
              Longitude: double
              ERA5_Latitude: double
              ERA5_Longitude: double
              Year: int64
              Month: int64
              Date: string
              Temperature_C: double
              DewPoint_C: double
              SoilTemperature_Level1_C: double
              SoilTemperature_Level2_C: double
              SoilTemperature_Level3_C: double
              SoilTemperature_Level4_C: double
              SoilMoisture_Layer1: double
              SoilMoisture_Layer2: double
              SoilMoisture_Layer3: double
              SoilMoisture_Layer4: double
              SolarRadiation_J_m2: double
              Wind_U_10m: double
              Wind_V_10m: double
              WindSpeed_m_s: double
              SurfacePressure_Pa: double
              Precipitation_mm: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3387
              to
              {'district': Value('string'), 'season': Value('string'), 'year_start': Value('int64'), 'financial_year': Value('string'), 'area_acres': Value('float64'), 'production_metric_tons': Value('float64'), 'yield_t_acre': Value('float64'), 'target_unit': Value('string'), 'source_period': Value('string')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 24 new columns ({'SurfacePressure_Pa', 'Precipitation_mm', 'Wind_U_10m', 'SoilMoisture_Layer4', 'SoilTemperature_Level1_C', 'DewPoint_C', 'SoilMoisture_Layer3', 'Temperature_C', 'SolarRadiation_J_m2', 'SoilMoisture_Layer2', 'Year', 'SoilMoisture_Layer1', 'Wind_V_10m', 'ERA5_Longitude', 'WindSpeed_m_s', 'Month', 'Latitude', 'Date', 'SoilTemperature_Level2_C', 'SoilTemperature_Level4_C', 'SoilTemperature_Level3_C', 'ERA5_Latitude', 'District', 'Longitude'}) and 9 missing columns ({'yield_t_acre', 'season', 'financial_year', 'target_unit', 'area_acres', 'district', 'source_period', 'production_metric_tons', 'year_start'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Zulqarnain/Full-working/ERA5_1970_2019_original_features.csv (at revision 57fa022a707c6eb2c422ecf60f9309290f828b22), ['hf://datasets/Zulqarnain/Full-working@57fa022a707c6eb2c422ecf60f9309290f828b22/BBS_1970_2019_corrected_acre.csv', 'hf://datasets/Zulqarnain/Full-working@57fa022a707c6eb2c422ecf60f9309290f828b22/ERA5_1970_2019_original_features.csv', 'hf://datasets/Zulqarnain/Full-working@57fa022a707c6eb2c422ecf60f9309290f828b22/MODIS_2000_2019_original_features.csv', 'hf://datasets/Zulqarnain/Full-working@57fa022a707c6eb2c422ecf60f9309290f828b22/MODIS_2000_2019_original_features_no_geo.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)