Datasets:

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sociocom

/

JMED-DICT_mini

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Social Computing Lab 13

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 8 new columns ({'TO:薬効分類_flag', 'TO:HOTcode_flag', 'TO:一般名処方マスタ', 'TYPE:メーカー名_flag', 'TYPE:メーカー名', 'TO:一般名処方マスタ_flag', 'TO:HOTcode', 'TO:薬効分類'}) and 11 missing columns ({'TO:HPO', 'TO:ICD-10_flag', 'TYPE:診断名', 'TYPE:否定', 'TYPE:否定_flag', 'TYPE:診断名_flag', 'TYPE:症状', 'TO:ICD-10', 'TYPE:症状_flag', 'TO:HPO_flag', 'FREQ:LOCAL'}).

This happened while the csv dataset builder was generating data using

hf://datasets/sociocom/JMED-DICT_mini/data/medication/MEDICATION_mini.csv (at revision cad3a12abe72b0fbe2849bddb458d2a0b1c8ae55), [/tmp/hf-datasets-cache/medium/datasets/25317270578908-config-parquet-and-info-sociocom-JMED-DICT_mini-50ecff42/hub/datasets--sociocom--JMED-DICT_mini/snapshots/cad3a12abe72b0fbe2849bddb458d2a0b1c8ae55/data/medication/MEDICATION_mini.csv (origin=hf://datasets/sociocom/JMED-DICT_mini@cad3a12abe72b0fbe2849bddb458d2a0b1c8ae55/data/medication/MEDICATION_mini.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
              行ID: int64
              ID: string
              出現形: string
              出現形_flag: string
              出現形よみ: string
              出現形よみ_flag: string
              正規形: string
              正規形_flag: string
              出現形EN: string
              出現形EN_flag: string
              出現形ZH: string
              出現形ZH_flag: string
              TREE: string
              TREE_flag: string
              LEVEL:用語難易度: int64
              LEVEL:用語難易度_flag: string
              YEAR: int64
              YEAR_flag: string
              TO:SNOMED-CT-IPS: string
              TO:SNOMED-CT-IPS_flag: string
              TO:一般名処方マスタ: string
              TO:一般名処方マスタ_flag: string
              TO:薬効分類: string
              TO:薬効分類_flag: string
              TO:HOTcode: string
              TO:HOTcode_flag: string
              TYPE:メーカー名: string
              TYPE:メーカー名_flag: string
              FREQ:GLOBAL: int64
              freq_local: double
              SOURCE: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 4712
              to
              {'行ID': Value('int64'), 'ID': Value('string'), '出現形': Value('string'), '出現形_flag': Value('string'), '出現形よみ': Value('string'), '出現形よみ_flag': Value('string'), '正規形': Value('string'), '正規形_flag': Value('string'), 'TREE': Value('string'), 'TREE_flag': Value('string'), '出現形EN': Value('string'), '出現形EN_flag': Value('string'), '出現形ZH': Value('string'), '出現形ZH_flag': Value('string'), 'LEVEL:用語難易度': Value('int64'), 'LEVEL:用語難易度_flag': Value('string'), 'YEAR': Value('int64'), 'YEAR_flag': Value('string'), 'TO:SNOMED-CT-IPS': Value('string'), 'TO:SNOMED-CT-IPS_flag': Value('string'), 'TO:ICD-10': Value('string'), 'TO:ICD-10_flag': Value('string'), 'TO:HPO': Value('string'), 'TO:HPO_flag': Value('string'), 'TYPE:症状': Value('int64'), 'TYPE:症状_flag': Value('string'), 'TYPE:診断名': Value('int64'), 'TYPE:診断名_flag': Value('string'), 'TYPE:否定': Value('int64'), 'TYPE:否定_flag': Value('string'), 'FREQ:GLOBAL': Value('int64'), 'FREQ:LOCAL': Value('string'), 'freq_local': Value('float64'), 'SOURCE': Value('string')}
              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 8 new columns ({'TO:薬効分類_flag', 'TO:HOTcode_flag', 'TO:一般名処方マスタ', 'TYPE:メーカー名_flag', 'TYPE:メーカー名', 'TO:一般名処方マスタ_flag', 'TO:HOTcode', 'TO:薬効分類'}) and 11 missing columns ({'TO:HPO', 'TO:ICD-10_flag', 'TYPE:診断名', 'TYPE:否定', 'TYPE:否定_flag', 'TYPE:診断名_flag', 'TYPE:症状', 'TO:ICD-10', 'TYPE:症状_flag', 'TO:HPO_flag', 'FREQ:LOCAL'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sociocom/JMED-DICT_mini/data/medication/MEDICATION_mini.csv (at revision cad3a12abe72b0fbe2849bddb458d2a0b1c8ae55), [/tmp/hf-datasets-cache/medium/datasets/25317270578908-config-parquet-and-info-sociocom-JMED-DICT_mini-50ecff42/hub/datasets--sociocom--JMED-DICT_mini/snapshots/cad3a12abe72b0fbe2849bddb458d2a0b1c8ae55/data/medication/MEDICATION_mini.csv (origin=hf://datasets/sociocom/JMED-DICT_mini@cad3a12abe72b0fbe2849bddb458d2a0b1c8ae55/data/medication/MEDICATION_mini.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)