Datasets:

---

benstaf

/

nasdaq_2013_2023

like 3

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 2 new columns ({'llm_risk', 'llm_sentiment'})

This happened while the csv dataset builder was generating data using

hf://datasets/benstaf/nasdaq_2013_2023/train_data_deepseek_risk_2013_2018.csv (at revision 9179680c7457340e55bf4172967c55897643eb6b)

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 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Unnamed: 0: int64
              date: string
              tic: string
              close: double
              high: double
              low: double
              open: double
              volume: double
              day: double
              macd: double
              boll_ub: double
              boll_lb: double
              rsi_30: double
              cci_30: double
              dx_30: double
              close_30_sma: double
              close_60_sma: double
              vix: double
              turbulence: double
              llm_sentiment: double
              llm_risk: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2648
              to
              {'Unnamed: 0': Value(dtype='int64', id=None), 'date': Value(dtype='string', id=None), 'tic': Value(dtype='string', id=None), 'close': Value(dtype='float64', id=None), 'high': Value(dtype='float64', id=None), 'low': Value(dtype='float64', id=None), 'open': Value(dtype='float64', id=None), 'volume': Value(dtype='float64', id=None), 'day': Value(dtype='float64', id=None), 'macd': Value(dtype='float64', id=None), 'boll_ub': Value(dtype='float64', id=None), 'boll_lb': Value(dtype='float64', id=None), 'rsi_30': Value(dtype='float64', id=None), 'cci_30': Value(dtype='float64', id=None), 'dx_30': Value(dtype='float64', id=None), 'close_30_sma': Value(dtype='float64', id=None), 'close_60_sma': Value(dtype='float64', id=None), 'vix': Value(dtype='float64', id=None), 'turbulence': Value(dtype='float64', id=None)}
              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 1420, 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 1052, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, 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 1741, 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 1872, 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 2 new columns ({'llm_risk', 'llm_sentiment'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/benstaf/nasdaq_2013_2023/train_data_deepseek_risk_2013_2018.csv (at revision 9179680c7457340e55bf4172967c55897643eb6b)
              
              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)