from typing import Dict, FrozenSet, List, Optional, Sequence, Set, Tuple, Union from pydantic import BaseModel class Model(BaseModel): simple_list: list = None list_of_ints: List[int] = None simple_tuple: tuple = None tuple_of_different_types: Tuple[int, float, str, bool] = None simple_dict: dict = None dict_str_float: Dict[str, float] = None simple_set: set = None set_bytes: Set[bytes] = None frozen_set: FrozenSet[int] = None str_or_bytes: Union[str, bytes] = None none_or_str: Optional[str] = None sequence_of_ints: Sequence[int] = None compound: Dict[Union[str, bytes], List[Set[int]]] = None print(Model(simple_list=['1', '2', '3']).simple_list) print(Model(list_of_ints=['1', '2', '3']).list_of_ints) print(Model(simple_dict={'a': 1, b'b': 2}).simple_dict) print(Model(dict_str_float={'a': 1, b'b': 2}).dict_str_float) print(Model(simple_tuple=[1, 2, 3, 4]).simple_tuple) print(Model(tuple_of_different_types=[4, 3, 2, 1]).tuple_of_different_types) print(Model(sequence_of_ints=[1, 2, 3, 4]).sequence_of_ints) print(Model(sequence_of_ints=(1, 2, 3, 4)).sequence_of_ints)