Datasets:

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imageomics

/

kabr-behavior-telemetry

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HDR Imageomics Institute 144

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 13 new columns ({'eventID', 'eventType', 'samplingProtocol', 'eventRemarks', 'decimalLongitude', 'locationID', 'geodeticDatum', 'country', 'eventDate', 'locality', 'parentEventID', 'decimalLatitude', 'countryCode'}) and 30 missing columns ({'longitude', 'xbr', 'ev', 'behaviour', 'xtl', 'ytl', 'keyframe_x', 'altitude', 'outside_x', 'ybr', 'video', 'latitude', 'points', 'shutter', 'fnum', 'keyframe_y', 'z_order_x', 'focal_len', 'color_md', 'occluded_x', 'occluded_y', 'id', 'label', 'outside_y', 'iso', 'source', 'frame', 'dzoom_ratio', 'ct', 'z_order_y'}).

This happened while the csv dataset builder was generating data using

hf://datasets/imageomics/kabr-behavior-telemetry/data/project_event.csv (at revision 6fb6f89748dc0d2006f30fe76bc361de3bf2b7a2)

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
              eventID: string
              parentEventID: double
              eventType: string
              eventDate: string
              samplingProtocol: string
              locationID: string
              locality: string
              country: string
              countryCode: string
              decimalLatitude: double
              decimalLongitude: double
              geodeticDatum: string
              eventRemarks: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1854
              to
              {'frame': Value('int64'), 'id': Value('float64'), 'iso': Value('float64'), 'shutter': Value('string'), 'fnum': Value('float64'), 'ev': Value('float64'), 'ct': Value('float64'), 'color_md': Value('string'), 'focal_len': Value('float64'), 'dzoom_ratio': Value('string'), 'latitude': Value('float64'), 'longitude': Value('float64'), 'altitude': Value('float64'), 'outside_x': Value('float64'), 'occluded_x': Value('float64'), 'keyframe_x': Value('float64'), 'xtl': Value('float64'), 'ytl': Value('float64'), 'xbr': Value('float64'), 'ybr': Value('float64'), 'z_order_x': Value('float64'), 'label': Value('string'), 'source': Value('string'), 'keyframe_y': Value('float64'), 'outside_y': Value('float64'), 'occluded_y': Value('float64'), 'points': Value('string'), 'z_order_y': Value('float64'), 'behaviour': Value('string'), 'video': 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 1339, 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 972, 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 13 new columns ({'eventID', 'eventType', 'samplingProtocol', 'eventRemarks', 'decimalLongitude', 'locationID', 'geodeticDatum', 'country', 'eventDate', 'locality', 'parentEventID', 'decimalLatitude', 'countryCode'}) and 30 missing columns ({'longitude', 'xbr', 'ev', 'behaviour', 'xtl', 'ytl', 'keyframe_x', 'altitude', 'outside_x', 'ybr', 'video', 'latitude', 'points', 'shutter', 'fnum', 'keyframe_y', 'z_order_x', 'focal_len', 'color_md', 'occluded_x', 'occluded_y', 'id', 'label', 'outside_y', 'iso', 'source', 'frame', 'dzoom_ratio', 'ct', 'z_order_y'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/imageomics/kabr-behavior-telemetry/data/project_event.csv (at revision 6fb6f89748dc0d2006f30fe76bc361de3bf2b7a2)
              
              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)