Datasets:

---

introvoyz041

/

OptimalSpectroscopicMeasurementDesign

like 1

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 ({'Energy'}) and 62 missing columns ({'FeO_2', 'FeF3_3H2O', 'FeCl2_4H2O', 'NiFe2O4', 'Iron_chromium_2', 'Ca2Fe2O5', 'Fe4N', 'FeTiO3', 'FeBr2', 'FeSO4', 'FeCl2', 'FeB', 'LiFeO2', 'FeCl3', 'a-FeOOH', 'FeMoO4', 'Fe_NO3_3_9H2O', 'Unnamed: 0', 'FeWO4', 'BaFe12O19', 'LiFePO4', 'CuFe2O4', 'FeSe', 'SUS430', 'FeCl3_6H2O', 'KOVAR', 'Fe3_PO4_2_8H2O', 'C32H16FeN8', 'Fe3P', 'FePO4', 'Fe3N', 'HAVAR8', 'FeS', 'Fe-foil', 'a-Fe2O3', 'Inconel_600', 'Hastelloy_C-276', '78_Permalloy', 'FeSO4_7H2O', 'Iron_chromium_10', 'FeBr3', 'NH4_Fe_SO4_2_xH2O', 'ZnFe2O4', '45_Permalloy', 'g-FeOOH', 'Fe_OH_3', 'SUS301', 'Fe_OH__CH3COO_2', 'MnFe2O4', 'NH4_2Fe_SO4_2_xH2O', 'SUS316L', 'Fe3O4', 'Fe2_SO4_3_xH2O', '42_Invar', 'mu-metal', 'LaFeO3', 'FeSi2', 'MgFe2O4', 'Fe_C5H7O2', 'FeS2', 'SUS304', 'SUS631'}).

This happened while the csv dataset builder was generating data using

hf://datasets/introvoyz041/OptimalSpectroscopicMeasurementDesign/data/MDRStandard_energy.csv (at revision 25290768e084439c41462842f69ad46a93c8f102), [/tmp/hf-datasets-cache/medium/datasets/22537057532827-config-parquet-and-info-introvoyz041-OptimalSpect-dc1bbb51/hub/datasets--introvoyz041--OptimalSpectroscopicMeasurementDesign/snapshots/25290768e084439c41462842f69ad46a93c8f102/data/MDRStandard.csv (origin=hf://datasets/introvoyz041/OptimalSpectroscopicMeasurementDesign@25290768e084439c41462842f69ad46a93c8f102/data/MDRStandard.csv), /tmp/hf-datasets-cache/medium/datasets/22537057532827-config-parquet-and-info-introvoyz041-OptimalSpect-dc1bbb51/hub/datasets--introvoyz041--OptimalSpectroscopicMeasurementDesign/snapshots/25290768e084439c41462842f69ad46a93c8f102/data/MDRStandard_energy.csv (origin=hf://datasets/introvoyz041/OptimalSpectroscopicMeasurementDesign@25290768e084439c41462842f69ad46a93c8f102/data/MDRStandard_energy.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 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Energy: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 375
              to
              {'Unnamed: 0': Value('int64'), 'BaFe12O19': Value('float64'), '78_Permalloy': Value('float64'), '45_Permalloy': Value('float64'), 'Hastelloy_C-276': Value('float64'), 'SUS301': Value('float64'), 'NH4_2Fe_SO4_2_xH2O': Value('float64'), 'Fe3_PO4_2_8H2O': Value('float64'), '42_Invar': Value('float64'), 'FeSe': Value('float64'), 'Fe_OH_3': Value('float64'), 'FeS2': Value('float64'), 'Fe3N': Value('float64'), 'FeSO4_7H2O': Value('float64'), 'SUS304': Value('float64'), 'FeF3_3H2O': Value('float64'), 'Fe4N': Value('float64'), 'LiFePO4': Value('float64'), 'MnFe2O4': Value('float64'), 'Fe_OH__CH3COO_2': Value('float64'), 'Fe_C5H7O2': Value('float64'), 'a-FeOOH': Value('float64'), 'mu-metal': Value('float64'), 'C32H16FeN8': Value('float64'), 'HAVAR8': Value('float64'), 'g-FeOOH': Value('float64'), 'FeMoO4': Value('float64'), 'CuFe2O4': Value('float64'), 'SUS430': Value('float64'), 'LaFeO3': Value('float64'), 'SUS316L': Value('float64'), 'FePO4': Value('float64'), 'SUS631': Value('float64'), 'Iron_chromium_10': Value('float64'), 'FeCl2': Value('float64'), 'Ca2Fe2O5': Value('float64'), 'FeS': Value('float64'), 'Iron_chromium_2': Value('float64'), 'FeCl3': Value('float64'), 'Fe_NO3_3_9H2O': Value('float64'), 'Fe2_SO4_3_xH2O': Value('float64'), 'a-Fe2O3': Value('float64'), 'LiFeO2': Value('float64'), 'Inconel_600': Value('float64'), 'FeB': Value('float64'), 'NH4_Fe_SO4_2_xH2O': Value('float64'), 'FeBr2': Value('float64'), 'FeBr3': Value('float64'), 'FeSi2': Value('float64'), 'ZnFe2O4': Value('float64'), 'FeSO4': Value('float64'), 'KOVAR': Value('float64'), 'FeO_2': Value('float64'), 'FeCl2_4H2O': Value('float64'), 'MgFe2O4': Value('float64'), 'Fe-foil': Value('float64'), 'NiFe2O4': Value('float64'), 'FeCl3_6H2O': Value('float64'), 'Fe3P': Value('float64'), 'Fe3O4': Value('float64'), 'FeTiO3': Value('float64'), 'FeWO4': 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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 ({'Energy'}) and 62 missing columns ({'FeO_2', 'FeF3_3H2O', 'FeCl2_4H2O', 'NiFe2O4', 'Iron_chromium_2', 'Ca2Fe2O5', 'Fe4N', 'FeTiO3', 'FeBr2', 'FeSO4', 'FeCl2', 'FeB', 'LiFeO2', 'FeCl3', 'a-FeOOH', 'FeMoO4', 'Fe_NO3_3_9H2O', 'Unnamed: 0', 'FeWO4', 'BaFe12O19', 'LiFePO4', 'CuFe2O4', 'FeSe', 'SUS430', 'FeCl3_6H2O', 'KOVAR', 'Fe3_PO4_2_8H2O', 'C32H16FeN8', 'Fe3P', 'FePO4', 'Fe3N', 'HAVAR8', 'FeS', 'Fe-foil', 'a-Fe2O3', 'Inconel_600', 'Hastelloy_C-276', '78_Permalloy', 'FeSO4_7H2O', 'Iron_chromium_10', 'FeBr3', 'NH4_Fe_SO4_2_xH2O', 'ZnFe2O4', '45_Permalloy', 'g-FeOOH', 'Fe_OH_3', 'SUS301', 'Fe_OH__CH3COO_2', 'MnFe2O4', 'NH4_2Fe_SO4_2_xH2O', 'SUS316L', 'Fe3O4', 'Fe2_SO4_3_xH2O', '42_Invar', 'mu-metal', 'LaFeO3', 'FeSi2', 'MgFe2O4', 'Fe_C5H7O2', 'FeS2', 'SUS304', 'SUS631'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/introvoyz041/OptimalSpectroscopicMeasurementDesign/data/MDRStandard_energy.csv (at revision 25290768e084439c41462842f69ad46a93c8f102), [/tmp/hf-datasets-cache/medium/datasets/22537057532827-config-parquet-and-info-introvoyz041-OptimalSpect-dc1bbb51/hub/datasets--introvoyz041--OptimalSpectroscopicMeasurementDesign/snapshots/25290768e084439c41462842f69ad46a93c8f102/data/MDRStandard.csv (origin=hf://datasets/introvoyz041/OptimalSpectroscopicMeasurementDesign@25290768e084439c41462842f69ad46a93c8f102/data/MDRStandard.csv), /tmp/hf-datasets-cache/medium/datasets/22537057532827-config-parquet-and-info-introvoyz041-OptimalSpect-dc1bbb51/hub/datasets--introvoyz041--OptimalSpectroscopicMeasurementDesign/snapshots/25290768e084439c41462842f69ad46a93c8f102/data/MDRStandard_energy.csv (origin=hf://datasets/introvoyz041/OptimalSpectroscopicMeasurementDesign@25290768e084439c41462842f69ad46a93c8f102/data/MDRStandard_energy.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)