Datasets:

fenar

/

5gcore-prod

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 6 new columns ({'policy_installation_rate', 'session_modification_rate', 'pfcp_message_rate', 'session_establishment_rate', 'session_success_rate', 'n4_message_rate'}) and 9 missing columns ({'registration_success_rate', 'session_setup_rate', 'ngap_success_rate', 'n1n2_message_rate', 'nas_security_success_rate', 'registration_rate', 'http_connectivity', 'authentication_success_rate', 'slice_selection_success_rate'}).

This happened while the csv dataset builder was generating data using

hf://datasets/fenar/5gcore-prod/smf_metrics.csv (at revision 6896a633107459cec05a211846482861087a5f03)

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 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              cpu_utilization: double
              memory_utilization: double
              session_establishment_rate: double
              n4_message_rate: double
              session_modification_rate: double
              policy_installation_rate: double
              pfcp_message_rate: double
              session_success_rate: double
              timestamp: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1508
              to
              {'http_connectivity': Value(dtype='float64', id=None), 'cpu_utilization': Value(dtype='float64', id=None), 'memory_utilization': Value(dtype='float64', id=None), 'registration_rate': Value(dtype='float64', id=None), 'session_setup_rate': Value(dtype='float64', id=None), 'authentication_success_rate': Value(dtype='float64', id=None), 'n1n2_message_rate': Value(dtype='float64', id=None), 'registration_success_rate': Value(dtype='float64', id=None), 'slice_selection_success_rate': Value(dtype='float64', id=None), 'nas_security_success_rate': Value(dtype='float64', id=None), 'ngap_success_rate': Value(dtype='float64', id=None), 'timestamp': Value(dtype='string', id=None)}
              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 1420, 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 1052, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, 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 1741, 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 1872, 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 6 new columns ({'policy_installation_rate', 'session_modification_rate', 'pfcp_message_rate', 'session_establishment_rate', 'session_success_rate', 'n4_message_rate'}) and 9 missing columns ({'registration_success_rate', 'session_setup_rate', 'ngap_success_rate', 'n1n2_message_rate', 'nas_security_success_rate', 'registration_rate', 'http_connectivity', 'authentication_success_rate', 'slice_selection_success_rate'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/fenar/5gcore-prod/smf_metrics.csv (at revision 6896a633107459cec05a211846482861087a5f03)
              
              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)