Datasets:

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imageomics

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kabr-methodology

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HDR Imageomics Institute 132

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 22 new columns ({' Observation_Name', ' Actor', ' Other_Modifiers', ' Modifier_6', ' Time_Relative_hms', ' Notes', ' Coding_Scheme', ' Log_File_Name', ' Observer_ID', ' Duration_s', ' Modifier_2', ' Time_Lag_s', ' Time_Absolute_hms', ' Behavior', ' Modifier_4', ' Modifier_5', ' Modifier_1', ' Modifier_3', ' Event_Type', ' Receiver', 'Date_ymd', ' Time_Relative_s'}) and 5 missing columns ({'video_frame', 'time', 'behavior', 'focal_behavior', 'frame'}).

This happened while the csv dataset builder was generating data using

hf://datasets/imageomics/kabr-methodology/scanvsfocal/giraffe/Scan_giraffe_group_1.csv (at revision 151f1c6efe2172d478c9dbe681396382a2fac0fb)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Date_ymd: string
               Time_Absolute_hms: string
               Time_Relative_hms: string
               Time_Relative_s: double
               Time_Lag_s: double
               Duration_s: double
               Observation_Name: string
               Log_File_Name: string
               Actor: string
               Behavior: string
               Receiver: double
               Modifier_1: double
               Modifier_2: double
               Modifier_3: double
               Modifier_4: double
               Modifier_5: double
               Modifier_6: double
               Other_Modifiers: double
               Event_Type: string
               Observer_ID: int64
               Notes: string
               Coding_Scheme: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2992
              to
              {'frame': Value('int64'), 'behavior': Value('string'), 'video_frame': Value('int64'), 'time': Value('string'), 'focal_behavior': 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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 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 22 new columns ({' Observation_Name', ' Actor', ' Other_Modifiers', ' Modifier_6', ' Time_Relative_hms', ' Notes', ' Coding_Scheme', ' Log_File_Name', ' Observer_ID', ' Duration_s', ' Modifier_2', ' Time_Lag_s', ' Time_Absolute_hms', ' Behavior', ' Modifier_4', ' Modifier_5', ' Modifier_1', ' Modifier_3', ' Event_Type', ' Receiver', 'Date_ymd', ' Time_Relative_s'}) and 5 missing columns ({'video_frame', 'time', 'behavior', 'focal_behavior', 'frame'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/imageomics/kabr-methodology/scanvsfocal/giraffe/Scan_giraffe_group_1.csv (at revision 151f1c6efe2172d478c9dbe681396382a2fac0fb)
              
              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)