I have a function in python that can either return a bool
or a list
. Is there a way to specify the return types using type hints?
For example, is this the correct way to do it?
def foo(id) -> list or bool: ...
Python functions can return multiple values. These values can be stored in variables directly.
Return multiple values using commas In Python, you can return multiple values by simply return them separated by commas. In Python, comma-separated values are considered tuples without parentheses, except where required by syntax.
Type hints improve IDEs and linters. They make it much easier to statically reason about your code. Type hints help you build and maintain a cleaner architecture. The act of writing type hints forces you to think about the types in your program.
Python's type hints provide you with optional static typing to leverage the best of both static and dynamic typing. Besides the str type, you can use other built-in types such as int , float , bool , and bytes for type hintings. To check the syntax for type hints, you need to use a static type checker tool.
From the documentation
class
typing.Union
Union type; Union[X, Y] means either X or Y.
Hence the proper way to represent more than one return data type is
from typing import Union def foo(client_id: str) -> Union[list,bool]
But do note that typing is not enforced. Python continues to remain a dynamically-typed language. The annotation syntax has been developed to help during the development of the code prior to being released into production. As PEP 484 states, "no type checking happens at runtime."
>>> def foo(a:str) -> list: ... return("Works") ... >>> foo(1) 'Works'
As you can see I am passing a int value and returning a str. However the __annotations__
will be set to the respective values.
>>> foo.__annotations__ {'return': <class 'list'>, 'a': <class 'str'>}
Please Go through PEP 483 for more about Type hints. Also see What are type hints in Python 3.5??
Kindly note that this is available only for Python 3.5 and upwards. This is mentioned clearly in PEP 484.
From Python 3.10 onwards, there is a new way to represent this union. See Union Type:
A union object holds the value of the | (bitwise or) operation on multiple type objects. These types are intended primarily for type annotations. The union type expression enables cleaner type hinting syntax compared to typing.Union.
As we can see, this is exactly the same as typing.Union
in the previous versions. Our previous example can be modified to use this notation:
def foo(client_id: str) -> list | bool:
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