What is the Difference Between Using List
, Tuple
, etc., from the typing
Module vs. Directly Referring to Types in Python?
What’s the difference between using List
, Tuple
, and other types from the typing
module, like in the following example?
from typing import Tuple
def f(points: Tuple):
return map(do_stuff, points)
Versus directly referring to Python’s built-in types:
def f(points: tuple):
return map(do_stuff, points)
When should I use List
, Tuple
, etc., from the typing
module as in Python typing tuple, and when is it better to directly use list
, tuple
, or other built-in types?
Hey @suneelak.673 Hope you are doing great,
Here is a detailed explanation of the above question:-
Use the typing
module for Type Hinting in Function Signatures.
When working with static type checkers like mypy, using python typing tuple
(e.g., Tuple[int, int]
) allows for better documentation, precise type hints, and improved code completion. This doesn’t impact runtime behavior but provides clarity for developers and tools.
Example:
from typing import Tuple
def f(points: Tuple[int, int]):
return map(do_stuff, points)
Here, the Tuple
from the typing
module explicitly defines the types of elements in points
. It’s great for static analysis tools to ensure correctness."
Use Built-In Types When Simplicity is the Goal.
If you’re not using static type checkers or working on a simple script, Python’s built-in tuple
is sufficient and avoids unnecessary imports. It’s clean, straightforward, and perfectly valid in most scenarios.
Example:
def f(points: tuple):
return map(do_stuff, points)
For smaller projects, there’s no need to overcomplicate things with python typing tuple
. The built-in tuple
works fine without dependencies, making your code cleaner and easier to read.
Here is the answer:-
Use Built-In Types with Generics in Python 3.9+ for Conciseness.
Starting with Python 3.9, you no longer need to rely on the typing
module for generics. You can directly use built-in types like tuple
with type hints, which makes the syntax more modern and maintainable.
Example (Python 3.9+):
def f(points: tuple[int, int]):
return map(do_stuff, points)
Here, the built-in tuple
supports type hints without requiring an explicit typing
import. This updated syntax keeps your code clean and modern, while still achieving the benefits of python typing tuple
.