Datasets:

---

hhuangbt

/

BGL_labeled_11_20

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 14 new columns ({'time_span_seconds', 'log_count', 'level_FATAL', 'start_time', 'end_time', 'level_WARNING', 'window_id', 'window_label', 'level_INFO', 'normal_log_count', 'level_ERROR', 'level_SEVERE', 'anomaly_ratio', 'anomaly_log_count'}) and 10 missing columns ({'timestamp_unix', 'label', 'component', 'level', 'timestamp', 'content', 'location', 'component_type', 'line_idx', 'date'}).

This happened while the csv dataset builder was generating data using

hf://datasets/hhuangbt/BGL_labeled_11_20/window_statistics.csv (at revision cddde45f20cd43abac4c6090c3350497e86e0bdf)

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
              window_id: int64
              start_time: string
              end_time: string
              log_count: int64
              time_span_seconds: double
              window_label: int64
              anomaly_log_count: int64
              normal_log_count: int64
              anomaly_ratio: double
              level_INFO: int64
              level_WARNING: int64
              level_SEVERE: int64
              level_ERROR: int64
              level_FATAL: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1969
              to
              {'line_idx': Value('int64'), 'timestamp': Value('string'), 'timestamp_unix': Value('int64'), 'date': Value('string'), 'location': Value('string'), 'component_type': Value('string'), 'component': Value('string'), 'level': Value('string'), 'content': Value('string'), 'label': Value('int64')}
              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 14 new columns ({'time_span_seconds', 'log_count', 'level_FATAL', 'start_time', 'end_time', 'level_WARNING', 'window_id', 'window_label', 'level_INFO', 'normal_log_count', 'level_ERROR', 'level_SEVERE', 'anomaly_ratio', 'anomaly_log_count'}) and 10 missing columns ({'timestamp_unix', 'label', 'component', 'level', 'timestamp', 'content', 'location', 'component_type', 'line_idx', 'date'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/hhuangbt/BGL_labeled_11_20/window_statistics.csv (at revision cddde45f20cd43abac4c6090c3350497e86e0bdf)
              
              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)