from datetime import datetime from typing import List from pydantic import BaseModel class User(BaseModel): id: int name = 'John Doe' signup_ts: datetime = None friends: List[int] = [] external_data = {'id': '123', 'signup_ts': '2017-06-01 12:22', 'friends': [1, '2', b'3']} user = User(**external_data) print(user) # > User id=123 name='John Doe' signup_ts=datetime.datetime(2017, 6, 1, 12, 22) friends=[1, 2, 3] print(user.id) # > 123