Is it possible to assign a function to a variable with modified default arguments?
To make it more concrete, I'll give an example. The following obviously doesn't work in the current form and is only meant to show what I need:
def power(a, pow=2):
ret = 1
for _ in range(pow):
ret *= a
return ret
cube = power(pow=3)
And the result of cube(5) should be 125.
functools.partial to the rescue:
Return a new partial object which when called will behave like func called with the positional arguments args and keyword arguments keywords. If more arguments are supplied to the call, they are appended to args. If additional keyword arguments are supplied, they extend and override keywords.
from functools import partial
cube = partial(power, pow=3)
Demo:
>>> from functools import partial
>>>
>>> def power(a, pow=2):
... ret = 1
... for _ in range(pow):
... ret *= a
... return ret
...
>>> cube = partial(power, pow=3)
>>>
>>> cube(5)
125
The answer using partial is good, using the standard library, but I think it's worth mentioning that the following approach is equivalent:
def cube(a):
return power(a, pow=3)
Even though this doesn't seem like assignment because there isn't a =, it is doing much the same thing (binding a name to a function object). I think this is often more legible.
In specific there's a special function for exponents:
>>> 2**3
8
But I also solved it with a lambda function, which is a nicer version of a function pointer.
# cube = power(pow=3) # original
cube = lambda x: power(x,3)
