Datasets:

---

hhuangbt

/

Linux_labeled_11_6

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 15 new columns ({'AnomalyCount', 'StartTime', 'TopProcesses', 'SplitReason', 'StartDate', 'LogCount', 'NormalCount', 'Hostnames', 'EndDate', 'WindowId', 'HostnameCount', 'DurationReadable', 'Duration', 'EndTime', 'ProcessCount'}) and 11 missing columns ({'Day', 'RelativeTime', 'PID', 'Timestamp', 'RawDate', 'Month', 'Time', 'LineNumber', 'Message', 'Process', 'Hostname'}).

This happened while the csv dataset builder was generating data using

hf://datasets/hhuangbt/Linux_labeled_11_6/windows_summary.csv (at revision 1be4d5c1577ac9f2f577056a35070c913fc71e87)

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
              WindowId: string
              StartTime: int64
              EndTime: int64
              StartDate: string
              EndDate: string
              Duration: int64
              DurationReadable: string
              LogCount: int64
              AnomalyCount: int64
              NormalCount: int64
              Label: string
              HostnameCount: int64
              Hostnames: string
              ProcessCount: int64
              TopProcesses: string
              SplitReason: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2150
              to
              {'LineNumber': Value('int64'), 'RelativeTime': Value('int64'), 'Timestamp': Value('int64'), 'Month': Value('string'), 'Day': Value('int64'), 'Time': Value('string'), 'Hostname': Value('string'), 'Process': Value('string'), 'PID': Value('float64'), 'Message': Value('string'), 'RawDate': Value('string'), 'Label': 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 1455, 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 1054, 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 15 new columns ({'AnomalyCount', 'StartTime', 'TopProcesses', 'SplitReason', 'StartDate', 'LogCount', 'NormalCount', 'Hostnames', 'EndDate', 'WindowId', 'HostnameCount', 'DurationReadable', 'Duration', 'EndTime', 'ProcessCount'}) and 11 missing columns ({'Day', 'RelativeTime', 'PID', 'Timestamp', 'RawDate', 'Month', 'Time', 'LineNumber', 'Message', 'Process', 'Hostname'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/hhuangbt/Linux_labeled_11_6/windows_summary.csv (at revision 1be4d5c1577ac9f2f577056a35070c913fc71e87)
              
              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)