Tuple is one of 4 built-in data types in Python used to store collections of data, the other 3 are List, Set, and Dictionary, all with different qualities and usage. A tuple is a collection which is ordered and unchangeable. Tuples are written with round brackets.
typing. Tuple is special here in that it lets you specify a specific number of elements expected and the type of each position. Use ellipsis if the length is not set and the type should be repeated: Tuple[float, ...] describes a variable-length tuple with float s. For typing.
Typing defines a standard notation for Python function and variable type annotations. The notation can be used for documenting code in a concise, standard format, and it has been designed to also be used by static and runtime type checkers, static analyzers, IDEs and other tools.
typing.Tuple
and typing.List
are Generic types; this means you can specify what type their contents must be:
def f(points: Tuple[float, float]):
return map(do_stuff, points)
This specifies that the tuple passed in must contain two float
values. You can't do this with the built-in tuple
type.
typing.Tuple
is special here in that it lets you specify a specific number of elements expected and the type of each position. Use ellipsis if the length is not set and the type should be repeated: Tuple[float, ...]
describes a variable-length tuple
with float
s.
For typing.List
and other sequence types you generally only specify the type for all elements; List[str]
is a list of strings, of any size. Note that functions should preferentially take typing.Sequence
as arguments and typing.List
is typically only used for return types; generally speaking most functions would take any sequence and only iterate, but when you return a list
, you really are returning a specific, mutable sequence type.
You should always pick the typing
generics even when you are not currently restricting the contents. It is easier to add that constraint later with a generic type as the resulting change will be smaller.
From Python 3.9 (PEP 585) onwards tuple
, list
and various other classes are now generic types. Using these rather than their typing
counterpart is now preferred. From Python 3.9 you can now just do:
def f(points: tuple[float, float]):
return map(do_stuff, points)
If you don't need to evaluate your type hints then you can use this syntax in Python 3.7+ due to PEP 563.
from __future__ import annotations
def f(points: tuple[float, float]):
return map(do_stuff, points)
You should always pick then non-typing
generic whenever possible as the old typing.Tuple
, typing.List
and other generics are deprecated and will be removed in a later version of Python.
Importing those from
typing
is deprecated. Due to PEP 563 and the intention to minimize the runtime impact of typing, this deprecation will not generate DeprecationWarnings. Instead, type checkers may warn about such deprecated usage when the target version of the checked program is signalled to be Python 3.9 or newer. It's recommended to allow for those warnings to be silenced on a project-wide basis.The deprecated functionality will be removed from the typing module in the first Python version released 5 years after the release of Python 3.9.0.
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