Datasets:

antitheft159

/

bayburt.159

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 2 new columns ({'stock_symbol', 'company'}) and 15 missing columns ({'MORTGAGE INT. MONTHLY AVG(%)', 'CORP. BOND YIELD(%)', 'MED HOUSEHOLD INCOME', 'PPI-CONST MAT.', 'CONSUMER CONF INDEX', 'CPIALLITEMS', 'QUARTERLY REAL GDP', 'UNRATE(%)', 'QUARTERLY GDP GROWTH RATE (%)', 'MONTHLY HOME SUPPLY', 'CSUSHPISA', 'INFLATION(%)', 'GDP PER CAPITA', 'DATE', '% SHARE OF WORKING POPULATION'}).

This happened while the csv dataset builder was generating data using

hf://datasets/antitheft159/bayburt.159/big_tech_companies.csv (at revision c4a09132c1ac6cd872548f206211a4198944d381)

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 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              stock_symbol: string
              company: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 498
              to
              {'DATE': Value(dtype='string', id=None), 'UNRATE(%)': Value(dtype='float64', id=None), 'CONSUMER CONF INDEX': Value(dtype='float64', id=None), 'PPI-CONST MAT.': Value(dtype='float64', id=None), 'CPIALLITEMS': Value(dtype='float64', id=None), 'INFLATION(%)': Value(dtype='float64', id=None), 'MORTGAGE INT. MONTHLY AVG(%)': Value(dtype='float64', id=None), 'MED HOUSEHOLD INCOME': Value(dtype='float64', id=None), 'CORP. BOND YIELD(%)': Value(dtype='float64', id=None), 'MONTHLY HOME SUPPLY': Value(dtype='float64', id=None), '% SHARE OF WORKING POPULATION': Value(dtype='float64', id=None), 'GDP PER CAPITA': Value(dtype='int64', id=None), 'QUARTERLY REAL GDP': Value(dtype='float64', id=None), 'QUARTERLY GDP GROWTH RATE (%)': Value(dtype='float64', id=None), 'CSUSHPISA': 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 1577, 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 1191, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 ({'stock_symbol', 'company'}) and 15 missing columns ({'MORTGAGE INT. MONTHLY AVG(%)', 'CORP. BOND YIELD(%)', 'MED HOUSEHOLD INCOME', 'PPI-CONST MAT.', 'CONSUMER CONF INDEX', 'CPIALLITEMS', 'QUARTERLY REAL GDP', 'UNRATE(%)', 'QUARTERLY GDP GROWTH RATE (%)', 'MONTHLY HOME SUPPLY', 'CSUSHPISA', 'INFLATION(%)', 'GDP PER CAPITA', 'DATE', '% SHARE OF WORKING POPULATION'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/antitheft159/bayburt.159/big_tech_companies.csv (at revision c4a09132c1ac6cd872548f206211a4198944d381)
              
              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)