Datasets:

---

supersam7

/

actuary_salaries

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 21 new columns ({'nr.employed', 'previous', 'cons.price.idx', 'age', 'day_of_week', 'duration', 'contact', 'campaign', 'emp.var.rate', 'y', 'education', 'pdays', 'marital', 'job', 'poutcome', 'cons.conf.idx', 'euribor3m', 'default', 'month', 'loan', 'housing'}) and 6 missing columns ({'industry', 'salary', 'salary_high', 'experience', 'salary_low', 'exams'}).

This happened while the csv dataset builder was generating data using

hf://datasets/supersam7/actuary_salaries/bank_loans.csv (at revision 007a5359af8ffc55b3b387ced445d091f71108de)

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 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              age: int64
              job: string
              marital: string
              education: string
              default: string
              housing: string
              loan: string
              contact: string
              month: string
              day_of_week: string
              duration: int64
              campaign: int64
              pdays: int64
              previous: int64
              poutcome: string
              emp.var.rate: double
              cons.price.idx: double
              cons.conf.idx: double
              euribor3m: double
              nr.employed: double
              y: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2673
              to
              {'industry': Value(dtype='string', id=None), 'exams': Value(dtype='string', id=None), 'experience': Value(dtype='int64', id=None), 'salary': Value(dtype='string', id=None), 'salary_low': Value(dtype='int64', id=None), 'salary_high': Value(dtype='int64', 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 1436, 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 1053, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 21 new columns ({'nr.employed', 'previous', 'cons.price.idx', 'age', 'day_of_week', 'duration', 'contact', 'campaign', 'emp.var.rate', 'y', 'education', 'pdays', 'marital', 'job', 'poutcome', 'cons.conf.idx', 'euribor3m', 'default', 'month', 'loan', 'housing'}) and 6 missing columns ({'industry', 'salary', 'salary_high', 'experience', 'salary_low', 'exams'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/supersam7/actuary_salaries/bank_loans.csv (at revision 007a5359af8ffc55b3b387ced445d091f71108de)
              
              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)