from datetime import datetime from typing import List, Optional from pydantic import BaseModel class User(BaseModel): id: int name = 'John Doe' signup_ts: Optional[datetime] = None friends: List[int] = [] external_data = { 'id': '123', 'signup_ts': '2019-06-01 12:22', 'friends': [1, 2, '3'], } user = User(**external_data) print(user.id) print(repr(user.signup_ts)) print(user.friends) print(user.dict())