Datasets:

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xpertsystems

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cyb009-sample

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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 ({'timestep', 'event_type', 'severity_class', 'vuln_id', 'scanner_id', 'patch_vendor_id'}) and 12 missing columns ({'mean_time_to_remediate_days', 'scanner_coverage', 'internet_exposed_flag', 'criticality_tier', 'patch_mgmt_maturity', 'sla_medium_days', 'environment_type', 'os_family', 'asset_type', 'sbom_depth_score', 'sla_high_days', 'sla_critical_days'}).

This happened while the csv dataset builder was generating data using

hf://datasets/xpertsystems/cyb009-sample/vuln_lifecycle_events.csv (at revision f11c8466e5861a69461f9b0b5a0531eb49c546e5), [/tmp/hf-datasets-cache/medium/datasets/76441685674151-config-parquet-and-info-xpertsystems-cyb009-sampl-5b3fe7c1/hub/datasets--xpertsystems--cyb009-sample/snapshots/f11c8466e5861a69461f9b0b5a0531eb49c546e5/asset_inventory.csv (origin=hf://datasets/xpertsystems/cyb009-sample@f11c8466e5861a69461f9b0b5a0531eb49c546e5/asset_inventory.csv), /tmp/hf-datasets-cache/medium/datasets/76441685674151-config-parquet-and-info-xpertsystems-cyb009-sampl-5b3fe7c1/hub/datasets--xpertsystems--cyb009-sample/snapshots/f11c8466e5861a69461f9b0b5a0531eb49c546e5/vuln_lifecycle_events.csv (origin=hf://datasets/xpertsystems/cyb009-sample@f11c8466e5861a69461f9b0b5a0531eb49c546e5/vuln_lifecycle_events.csv), /tmp/hf-datasets-cache/medium/datasets/76441685674151-config-parquet-and-info-xpertsystems-cyb009-sampl-5b3fe7c1/hub/datasets--xpertsystems--cyb009-sample/snapshots/f11c8466e5861a69461f9b0b5a0531eb49c546e5/vuln_summary.csv (origin=hf://datasets/xpertsystems/cyb009-sample@f11c8466e5861a69461f9b0b5a0531eb49c546e5/vuln_summary.csv), /tmp/hf-datasets-cache/medium/datasets/76441685674151-config-parquet-and-info-xpertsystems-cyb009-sampl-5b3fe7c1/hub/datasets--xpertsystems--cyb009-sample/snapshots/f11c8466e5861a69461f9b0b5a0531eb49c546e5/vulnerability_records.csv (origin=hf://datasets/xpertsystems/cyb009-sample@f11c8466e5861a69461f9b0b5a0531eb49c546e5/vulnerability_records.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 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              vuln_id: string
              asset_id: string
              org_id: string
              event_type: string
              timestep: int64
              severity_class: string
              scanner_id: string
              patch_vendor_id: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1216
              to
              {'asset_id': Value('string'), 'org_id': Value('string'), 'asset_type': Value('string'), 'criticality_tier': Value('string'), 'environment_type': Value('string'), 'os_family': Value('string'), 'scanner_coverage': Value('float64'), 'patch_mgmt_maturity': Value('float64'), 'mean_time_to_remediate_days': Value('float64'), 'sla_critical_days': Value('int64'), 'sla_high_days': Value('int64'), 'sla_medium_days': Value('int64'), 'internet_exposed_flag': Value('int64'), 'sbom_depth_score': 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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 ({'timestep', 'event_type', 'severity_class', 'vuln_id', 'scanner_id', 'patch_vendor_id'}) and 12 missing columns ({'mean_time_to_remediate_days', 'scanner_coverage', 'internet_exposed_flag', 'criticality_tier', 'patch_mgmt_maturity', 'sla_medium_days', 'environment_type', 'os_family', 'asset_type', 'sbom_depth_score', 'sla_high_days', 'sla_critical_days'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/xpertsystems/cyb009-sample/vuln_lifecycle_events.csv (at revision f11c8466e5861a69461f9b0b5a0531eb49c546e5), [/tmp/hf-datasets-cache/medium/datasets/76441685674151-config-parquet-and-info-xpertsystems-cyb009-sampl-5b3fe7c1/hub/datasets--xpertsystems--cyb009-sample/snapshots/f11c8466e5861a69461f9b0b5a0531eb49c546e5/asset_inventory.csv (origin=hf://datasets/xpertsystems/cyb009-sample@f11c8466e5861a69461f9b0b5a0531eb49c546e5/asset_inventory.csv), /tmp/hf-datasets-cache/medium/datasets/76441685674151-config-parquet-and-info-xpertsystems-cyb009-sampl-5b3fe7c1/hub/datasets--xpertsystems--cyb009-sample/snapshots/f11c8466e5861a69461f9b0b5a0531eb49c546e5/vuln_lifecycle_events.csv (origin=hf://datasets/xpertsystems/cyb009-sample@f11c8466e5861a69461f9b0b5a0531eb49c546e5/vuln_lifecycle_events.csv), /tmp/hf-datasets-cache/medium/datasets/76441685674151-config-parquet-and-info-xpertsystems-cyb009-sampl-5b3fe7c1/hub/datasets--xpertsystems--cyb009-sample/snapshots/f11c8466e5861a69461f9b0b5a0531eb49c546e5/vuln_summary.csv (origin=hf://datasets/xpertsystems/cyb009-sample@f11c8466e5861a69461f9b0b5a0531eb49c546e5/vuln_summary.csv), /tmp/hf-datasets-cache/medium/datasets/76441685674151-config-parquet-and-info-xpertsystems-cyb009-sampl-5b3fe7c1/hub/datasets--xpertsystems--cyb009-sample/snapshots/f11c8466e5861a69461f9b0b5a0531eb49c546e5/vulnerability_records.csv (origin=hf://datasets/xpertsystems/cyb009-sample@f11c8466e5861a69461f9b0b5a0531eb49c546e5/vulnerability_records.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)