Datasets:

---

Shilin-1234

/

301Final

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 7 new columns ({'City', 'Recon_MSE', 'Latent_SNR', 'KLD_Info', 'Pearson_Corr', 'Nodes', 'Active_Units'}) and 13 missing columns ({'city', 'Art_Culture_Tourism', 'Commercial_Vitality', 'High_End_Consumption', 'year', 'city_name', 'Finance_Wealth', 'Social_Resilience', 'longitude', 'latitude', 'Mass_Retail', 'Night_Economy', 'h3_index'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Shilin-1234/301Final/Tran_Report.csv (at revision d72038797228628d7d03f1722b2183291013587f), [/tmp/hf-datasets-cache/medium/datasets/78267074041744-config-parquet-and-info-Shilin-1234-301Final-c56d0fe6/hub/datasets--Shilin-1234--301Final/snapshots/d72038797228628d7d03f1722b2183291013587f/Global_Urban_Evolution_2016_2025.csv (origin=hf://datasets/Shilin-1234/301Final@d72038797228628d7d03f1722b2183291013587f/Global_Urban_Evolution_2016_2025.csv), /tmp/hf-datasets-cache/medium/datasets/78267074041744-config-parquet-and-info-Shilin-1234-301Final-c56d0fe6/hub/datasets--Shilin-1234--301Final/snapshots/d72038797228628d7d03f1722b2183291013587f/Tran_Report.csv (origin=hf://datasets/Shilin-1234/301Final@d72038797228628d7d03f1722b2183291013587f/Tran_Report.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
              City: string
              Nodes: int64
              Recon_MSE: double
              Pearson_Corr: double
              Active_Units: int64
              Latent_SNR: double
              KLD_Info: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1078
              to
              {'city': Value('string'), 'year': Value('int64'), 'h3_index': Value('string'), 'latitude': Value('float64'), 'longitude': Value('float64'), 'city_name': Value('string'), 'Finance_Wealth': Value('float64'), 'High_End_Consumption': Value('float64'), 'Art_Culture_Tourism': Value('float64'), 'Social_Resilience': Value('float64'), 'Commercial_Vitality': Value('float64'), 'Mass_Retail': Value('float64'), 'Night_Economy': 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 7 new columns ({'City', 'Recon_MSE', 'Latent_SNR', 'KLD_Info', 'Pearson_Corr', 'Nodes', 'Active_Units'}) and 13 missing columns ({'city', 'Art_Culture_Tourism', 'Commercial_Vitality', 'High_End_Consumption', 'year', 'city_name', 'Finance_Wealth', 'Social_Resilience', 'longitude', 'latitude', 'Mass_Retail', 'Night_Economy', 'h3_index'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Shilin-1234/301Final/Tran_Report.csv (at revision d72038797228628d7d03f1722b2183291013587f), [/tmp/hf-datasets-cache/medium/datasets/78267074041744-config-parquet-and-info-Shilin-1234-301Final-c56d0fe6/hub/datasets--Shilin-1234--301Final/snapshots/d72038797228628d7d03f1722b2183291013587f/Global_Urban_Evolution_2016_2025.csv (origin=hf://datasets/Shilin-1234/301Final@d72038797228628d7d03f1722b2183291013587f/Global_Urban_Evolution_2016_2025.csv), /tmp/hf-datasets-cache/medium/datasets/78267074041744-config-parquet-and-info-Shilin-1234-301Final-c56d0fe6/hub/datasets--Shilin-1234--301Final/snapshots/d72038797228628d7d03f1722b2183291013587f/Tran_Report.csv (origin=hf://datasets/Shilin-1234/301Final@d72038797228628d7d03f1722b2183291013587f/Tran_Report.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)