from typing import Dict, List, Union from datasets import Dataset, DatasetDict def _check_type_list(obj, typelist: List): for _type in typelist: if _type is None: if obj is None: return obj elif isinstance(obj, _type): return obj raise TypeError( f'Expected an object in {[_.__name__ if _ is not None else None for _ in typelist]} type, but got {obj}' # noqa ) def _check_dataset(obj) -> Union[Dataset, DatasetDict]: if isinstance(obj, Dataset) or isinstance(obj, DatasetDict): return obj else: raise TypeError( f'Expected a datasets.Dataset or a datasets.DatasetDict object, but got {obj}' # noqa ) def _check_list(obj) -> List: if isinstance(obj, List): return obj else: raise TypeError(f'Expected a List object, but got {obj}') def _check_str(obj) -> str: if isinstance(obj, str): return obj else: raise TypeError(f'Expected a str object, but got {obj}') def _check_dict(obj) -> Dict: if isinstance(obj, Dict): return obj else: raise TypeError(f'Expected a Dict object, but got {obj}')