Datasets:

---

Noptus

/

challenge_data_ens_60

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 1 new columns ({'target'}) and 126 missing columns ({'abs_ret41', 'rel_vol51', 'rel_vol27', 'abs_ret26', 'NLV', 'rel_vol41', 'abs_ret48', 'abs_ret2', 'rel_vol15', 'abs_ret4', 'rel_vol44', 'abs_ret60', 'abs_ret5', 'rel_vol30', 'rel_vol25', 'abs_ret13', 'abs_ret29', 'abs_ret50', 'rel_vol37', 'rel_vol2', 'rel_vol42', 'abs_ret21', 'rel_vol39', 'abs_ret0', 'abs_ret19', 'abs_ret24', 'rel_vol0', 'rel_vol56', 'abs_ret37', 'pid', 'rel_vol29', 'rel_vol47', 'rel_vol55', 'rel_vol35', 'rel_vol9', 'rel_vol12', 'rel_vol33', 'rel_vol53', 'abs_ret16', 'abs_ret51', 'rel_vol7', 'abs_ret27', 'abs_ret10', 'abs_ret47', 'abs_ret54', 'rel_vol4', 'rel_vol32', 'abs_ret34', 'rel_vol57', 'rel_vol6', 'abs_ret44', 'abs_ret25', 'rel_vol59', 'LS', 'abs_ret31', 'rel_vol58', 'abs_ret6', 'abs_ret3', 'abs_ret8', 'abs_ret33', 'day', 'rel_vol13', 'abs_ret12', 'rel_vol38', 'abs_ret35', 'rel_vol16', 'rel_vol26', 'rel_vol14', 'rel_vol54', 'rel_vol46', 'abs_ret14', 'abs_ret43', 'abs_ret59', 'abs_ret32', 'abs_ret17', 'rel_vol19', 'abs_ret40', 'abs_ret56', 'abs_ret1', 'abs_ret15', 'rel_vol60', 'rel_vol28', 'rel_vol48', 'rel_vol22', 'abs_ret42', 'rel_vol5', 'rel_vol18', 'rel_vol40', 'abs_ret46', 'abs_ret45', 'rel_vol45', 'abs_ret28', 'rel_vol49', 'abs_ret23', 'rel_vol34', 'rel_vol24', 'abs_ret18', 'abs_ret30', 'abs_ret53', 'rel_vol20', 'abs_ret36', 'abs_ret58', 'rel_vol21', 'abs_ret11', 'rel_vol17', 'abs_ret7', 'rel_vol1', 'abs_ret38', 'rel_vol8', 'rel_vol11', 'abs_ret20', 'rel_vol10', 'rel_vol43', 'rel_vol23', 'abs_ret49', 'abs_ret57', 'rel_vol50', 'abs_ret9', 'abs_ret52', 'rel_vol52', 'abs_ret39', 'abs_ret55', 'rel_vol3', 'abs_ret22', 'rel_vol31', 'rel_vol36'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Noptus/challenge_data_ens_60/output_training_IxKGwDV.csv (at revision 04607a39eab184036d42a28c01f05ee5da58d036), [/tmp/hf-datasets-cache/medium/datasets/32022046432350-config-parquet-and-info-Noptus-challenge_data_ens-ec78b764/hub/datasets--Noptus--challenge_data_ens_60/snapshots/04607a39eab184036d42a28c01f05ee5da58d036/input_training.csv.gz (origin=hf://datasets/Noptus/challenge_data_ens_60@04607a39eab184036d42a28c01f05ee5da58d036/input_training.csv.gz), /tmp/hf-datasets-cache/medium/datasets/32022046432350-config-parquet-and-info-Noptus-challenge_data_ens-ec78b764/hub/datasets--Noptus--challenge_data_ens_60/snapshots/04607a39eab184036d42a28c01f05ee5da58d036/output_training_IxKGwDV.csv (origin=hf://datasets/Noptus/challenge_data_ens_60@04607a39eab184036d42a28c01f05ee5da58d036/output_training_IxKGwDV.csv)]

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 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, 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
              ID: int64
              target: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 477
              to
              {'ID': Value('int64'), 'pid': Value('int64'), 'day': Value('int64'), 'abs_ret0': Value('float64'), 'abs_ret1': Value('float64'), 'abs_ret2': Value('float64'), 'abs_ret3': Value('float64'), 'abs_ret4': Value('float64'), 'abs_ret5': Value('float64'), 'abs_ret6': Value('float64'), 'abs_ret7': Value('float64'), 'abs_ret8': Value('float64'), 'abs_ret9': Value('float64'), 'abs_ret10': Value('float64'), 'abs_ret11': Value('float64'), 'abs_ret12': Value('float64'), 'abs_ret13': Value('float64'), 'abs_ret14': Value('float64'), 'abs_ret15': Value('float64'), 'abs_ret16': Value('float64'), 'abs_ret17': Value('float64'), 'abs_ret18': Value('float64'), 'abs_ret19': Value('float64'), 'abs_ret20': Value('float64'), 'abs_ret21': Value('float64'), 'abs_ret22': Value('float64'), 'abs_ret23': Value('float64'), 'abs_ret24': Value('float64'), 'abs_ret25': Value('float64'), 'abs_ret26': Value('float64'), 'abs_ret27': Value('float64'), 'abs_ret28': Value('float64'), 'abs_ret29': Value('float64'), 'abs_ret30': Value('float64'), 'abs_ret31': Value('float64'), 'abs_ret32': Value('float64'), 'abs_ret33': Value('float64'), 'abs_ret34': Value('float64'), 'abs_ret35': Value('float64'), 'abs_ret36': Value('float64'), 'abs_ret37': Value('float64'), 'abs_ret38': Value('float64'), 'abs_ret39': Value('float64'), 'abs_ret40': Value('float64'), 'abs_ret41': Value('float64'), 'abs_ret42': Value('float64'), 'abs_ret43': Value('float64'), 'abs_ret44': Value('float64'), 'abs_ret45': Value('float64'), 'abs_ret46': Va
              ...
              vol14': Value('float64'), 'rel_vol15': Value('float64'), 'rel_vol16': Value('float64'), 'rel_vol17': Value('float64'), 'rel_vol18': Value('float64'), 'rel_vol19': Value('float64'), 'rel_vol20': Value('float64'), 'rel_vol21': Value('float64'), 'rel_vol22': Value('float64'), 'rel_vol23': Value('float64'), 'rel_vol24': Value('float64'), 'rel_vol25': Value('float64'), 'rel_vol26': Value('float64'), 'rel_vol27': Value('float64'), 'rel_vol28': Value('float64'), 'rel_vol29': Value('float64'), 'rel_vol30': Value('float64'), 'rel_vol31': Value('float64'), 'rel_vol32': Value('float64'), 'rel_vol33': Value('float64'), 'rel_vol34': Value('float64'), 'rel_vol35': Value('float64'), 'rel_vol36': Value('float64'), 'rel_vol37': Value('float64'), 'rel_vol38': Value('float64'), 'rel_vol39': Value('float64'), 'rel_vol40': Value('float64'), 'rel_vol41': Value('float64'), 'rel_vol42': Value('float64'), 'rel_vol43': Value('float64'), 'rel_vol44': Value('float64'), 'rel_vol45': Value('float64'), 'rel_vol46': Value('float64'), 'rel_vol47': Value('float64'), 'rel_vol48': Value('float64'), 'rel_vol49': Value('float64'), 'rel_vol50': Value('float64'), 'rel_vol51': Value('float64'), 'rel_vol52': Value('float64'), 'rel_vol53': Value('float64'), 'rel_vol54': Value('float64'), 'rel_vol55': Value('float64'), 'rel_vol56': Value('float64'), 'rel_vol57': Value('float64'), 'rel_vol58': Value('float64'), 'rel_vol59': Value('float64'), 'rel_vol60': Value('float64'), 'LS': Value('float64'), 'NLV': Value('float64')}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 1 new columns ({'target'}) and 126 missing columns ({'abs_ret41', 'rel_vol51', 'rel_vol27', 'abs_ret26', 'NLV', 'rel_vol41', 'abs_ret48', 'abs_ret2', 'rel_vol15', 'abs_ret4', 'rel_vol44', 'abs_ret60', 'abs_ret5', 'rel_vol30', 'rel_vol25', 'abs_ret13', 'abs_ret29', 'abs_ret50', 'rel_vol37', 'rel_vol2', 'rel_vol42', 'abs_ret21', 'rel_vol39', 'abs_ret0', 'abs_ret19', 'abs_ret24', 'rel_vol0', 'rel_vol56', 'abs_ret37', 'pid', 'rel_vol29', 'rel_vol47', 'rel_vol55', 'rel_vol35', 'rel_vol9', 'rel_vol12', 'rel_vol33', 'rel_vol53', 'abs_ret16', 'abs_ret51', 'rel_vol7', 'abs_ret27', 'abs_ret10', 'abs_ret47', 'abs_ret54', 'rel_vol4', 'rel_vol32', 'abs_ret34', 'rel_vol57', 'rel_vol6', 'abs_ret44', 'abs_ret25', 'rel_vol59', 'LS', 'abs_ret31', 'rel_vol58', 'abs_ret6', 'abs_ret3', 'abs_ret8', 'abs_ret33', 'day', 'rel_vol13', 'abs_ret12', 'rel_vol38', 'abs_ret35', 'rel_vol16', 'rel_vol26', 'rel_vol14', 'rel_vol54', 'rel_vol46', 'abs_ret14', 'abs_ret43', 'abs_ret59', 'abs_ret32', 'abs_ret17', 'rel_vol19', 'abs_ret40', 'abs_ret56', 'abs_ret1', 'abs_ret15', 'rel_vol60', 'rel_vol28', 'rel_vol48', 'rel_vol22', 'abs_ret42', 'rel_vol5', 'rel_vol18', 'rel_vol40', 'abs_ret46', 'abs_ret45', 'rel_vol45', 'abs_ret28', 'rel_vol49', 'abs_ret23', 'rel_vol34', 'rel_vol24', 'abs_ret18', 'abs_ret30', 'abs_ret53', 'rel_vol20', 'abs_ret36', 'abs_ret58', 'rel_vol21', 'abs_ret11', 'rel_vol17', 'abs_ret7', 'rel_vol1', 'abs_ret38', 'rel_vol8', 'rel_vol11', 'abs_ret20', 'rel_vol10', 'rel_vol43', 'rel_vol23', 'abs_ret49', 'abs_ret57', 'rel_vol50', 'abs_ret9', 'abs_ret52', 'rel_vol52', 'abs_ret39', 'abs_ret55', 'rel_vol3', 'abs_ret22', 'rel_vol31', 'rel_vol36'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Noptus/challenge_data_ens_60/output_training_IxKGwDV.csv (at revision 04607a39eab184036d42a28c01f05ee5da58d036), [/tmp/hf-datasets-cache/medium/datasets/32022046432350-config-parquet-and-info-Noptus-challenge_data_ens-ec78b764/hub/datasets--Noptus--challenge_data_ens_60/snapshots/04607a39eab184036d42a28c01f05ee5da58d036/input_training.csv.gz (origin=hf://datasets/Noptus/challenge_data_ens_60@04607a39eab184036d42a28c01f05ee5da58d036/input_training.csv.gz), /tmp/hf-datasets-cache/medium/datasets/32022046432350-config-parquet-and-info-Noptus-challenge_data_ens-ec78b764/hub/datasets--Noptus--challenge_data_ens_60/snapshots/04607a39eab184036d42a28c01f05ee5da58d036/output_training_IxKGwDV.csv (origin=hf://datasets/Noptus/challenge_data_ens_60@04607a39eab184036d42a28c01f05ee5da58d036/output_training_IxKGwDV.csv)]
              
              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)