Datasets:

---

sabir15

/

pro_tasks

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 5 new columns ({'Avg History', 'name', '% Diff', 'student_id', 'score'}) and 50 missing columns ({'Prod_44', 'Prod_14', 'Prod_9', 'Prod_19', 'Prod_40', 'Prod_42', 'Prod_50', 'Prod_34', 'Prod_12', 'Prod_39', 'Prod_23', 'Prod_31', 'Prod_43', 'Prod_24', 'Prod_8', 'Prod_46', 'Prod_3', 'Prod_20', 'Prod_35', 'Prod_2', 'Prod_33', 'Prod_15', 'Prod_7', 'Prod_10', 'Prod_27', 'Prod_41', 'Prod_4', 'Prod_18', 'Prod_25', 'Prod_45', 'Prod_47', 'Prod_17', 'Prod_48', 'Prod_26', 'Prod_28', 'Prod_38', 'Prod_49', 'Prod_36', 'Prod_29', 'Prod_37', 'Prod_21', 'Prod_30', 'Prod_5', 'Prod_22', 'Prod_13', 'Prod_16', 'Prod_6', 'Prod_11', 'Prod_1', 'Prod_32'}).

This happened while the csv dataset builder was generating data using

hf://datasets/sabir15/pro_tasks/bad_student_ideal.csv (at revision dc52909222f7194d847b1357b7a4251b8b999891)

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
              student_id: string
              name: string
              score: double
              Avg History: double
              % Diff: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 836
              to
              {'Prod_1': Value('int64'), 'Prod_2': Value('int64'), 'Prod_3': Value('int64'), 'Prod_4': Value('int64'), 'Prod_5': Value('int64'), 'Prod_6': Value('int64'), 'Prod_7': Value('int64'), 'Prod_8': Value('int64'), 'Prod_9': Value('int64'), 'Prod_10': Value('int64'), 'Prod_11': Value('int64'), 'Prod_12': Value('int64'), 'Prod_13': Value('int64'), 'Prod_14': Value('int64'), 'Prod_15': Value('int64'), 'Prod_16': Value('int64'), 'Prod_17': Value('int64'), 'Prod_18': Value('int64'), 'Prod_19': Value('int64'), 'Prod_20': Value('int64'), 'Prod_21': Value('int64'), 'Prod_22': Value('int64'), 'Prod_23': Value('int64'), 'Prod_24': Value('int64'), 'Prod_25': Value('int64'), 'Prod_26': Value('int64'), 'Prod_27': Value('int64'), 'Prod_28': Value('int64'), 'Prod_29': Value('int64'), 'Prod_30': Value('int64'), 'Prod_31': Value('int64'), 'Prod_32': Value('int64'), 'Prod_33': Value('int64'), 'Prod_34': Value('int64'), 'Prod_35': Value('int64'), 'Prod_36': Value('int64'), 'Prod_37': Value('int64'), 'Prod_38': Value('int64'), 'Prod_39': Value('int64'), 'Prod_40': Value('int64'), 'Prod_41': Value('int64'), 'Prod_42': Value('int64'), 'Prod_43': Value('int64'), 'Prod_44': Value('int64'), 'Prod_45': Value('int64'), 'Prod_46': Value('int64'), 'Prod_47': Value('int64'), 'Prod_48': Value('int64'), 'Prod_49': Value('int64'), 'Prod_50': 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 1339, 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 972, 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 5 new columns ({'Avg History', 'name', '% Diff', 'student_id', 'score'}) and 50 missing columns ({'Prod_44', 'Prod_14', 'Prod_9', 'Prod_19', 'Prod_40', 'Prod_42', 'Prod_50', 'Prod_34', 'Prod_12', 'Prod_39', 'Prod_23', 'Prod_31', 'Prod_43', 'Prod_24', 'Prod_8', 'Prod_46', 'Prod_3', 'Prod_20', 'Prod_35', 'Prod_2', 'Prod_33', 'Prod_15', 'Prod_7', 'Prod_10', 'Prod_27', 'Prod_41', 'Prod_4', 'Prod_18', 'Prod_25', 'Prod_45', 'Prod_47', 'Prod_17', 'Prod_48', 'Prod_26', 'Prod_28', 'Prod_38', 'Prod_49', 'Prod_36', 'Prod_29', 'Prod_37', 'Prod_21', 'Prod_30', 'Prod_5', 'Prod_22', 'Prod_13', 'Prod_16', 'Prod_6', 'Prod_11', 'Prod_1', 'Prod_32'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sabir15/pro_tasks/bad_student_ideal.csv (at revision dc52909222f7194d847b1357b7a4251b8b999891)
              
              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)