Datasets:

---

Romeo777777

/

FinLlaMa_Training_Dataset

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 4 new columns ({'timestamp', 'ticker', 'title', 'storyId'}) and 12 missing columns ({'PastNews', 'PastPrice', 'News', 'Direction Down', 'Dates', 'FutureNews', 'URL', 'FuturePrice', 'Direction Up', 'Asset Comparision', 'Price or Not', 'Direction Constant'}).

This happened while the csv dataset builder was generating data using

zip://DataSet_FineTuning/LSEG_dataset.csv::/tmp/hf-datasets-cache/medium/datasets/55811198518832-config-parquet-and-info-Romeo777777-FinLlaMa_Trai-567ea5db/hub/datasets--Romeo777777--FinLlaMa_Training_Dataset/snapshots/9ff06b709eb2b4148b30295fbe2f618d524482a2/DataSet_FineTuning.zip

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
              storyId: string
              title: string
              timestamp: string
              ticker: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 717
              to
              {'Dates': Value('string'), 'URL': Value('string'), 'News': Value('string'), 'Price or Not': Value('int64'), 'Direction Up': Value('int64'), 'Direction Constant': Value('int64'), 'Direction Down': Value('int64'), 'PastPrice': Value('int64'), 'FuturePrice': Value('int64'), 'PastNews': Value('int64'), 'FutureNews': Value('int64'), 'Asset Comparision': 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 4 new columns ({'timestamp', 'ticker', 'title', 'storyId'}) and 12 missing columns ({'PastNews', 'PastPrice', 'News', 'Direction Down', 'Dates', 'FutureNews', 'URL', 'FuturePrice', 'Direction Up', 'Asset Comparision', 'Price or Not', 'Direction Constant'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://DataSet_FineTuning/LSEG_dataset.csv::/tmp/hf-datasets-cache/medium/datasets/55811198518832-config-parquet-and-info-Romeo777777-FinLlaMa_Trai-567ea5db/hub/datasets--Romeo777777--FinLlaMa_Training_Dataset/snapshots/9ff06b709eb2b4148b30295fbe2f618d524482a2/DataSet_FineTuning.zip
              
              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)