mypy is really handy and catches a lot of bugs, but when I write "scientific" applications, I often end up doing:
def my_func(number: Union[float, int]):
# Do something
number
is either a float or int, depending on the user's input. Is there an official way to do that?
Use float
only, as int
is implied in that type:
def my_func(number: float):
PEP 484 Type Hints specifically states that:
Rather than requiring that users write import numbers and then use
numbers.Float
etc., this PEP proposes a straightforward shortcut that is almost as effective: when an argument is annotated as having typefloat
, an argument of typeint
is acceptable; similar, for an argument annotated as having type complex, arguments of type float or int are acceptable.
(Bold emphasis mine).
Ideally you would still use numbers.Real
:
from numbers import Real
def my_func(number: Real):
as that would accept fractions.Fraction()
and decimal.Decimal()
objects as well; the number pyramid is broader than just integers and floating point values.
However, these are not currently working when using mypy
to do your type checking, see Mypy #3186.