Python equivalence to inline functions or macros Python equivalence to inline functions or macros python python

Python equivalence to inline functions or macros


Is it possible to inline such a function, as I would do in C using macro or using inline keyword?

No. Before reaching this specific instruction, Python interpreters don't even know if there's such a function, much less what it does.

As noted in comments, PyPy will inline automatically (the above still holds - it "simply" generates an optimized version at runtime, benefits from it, but breaks out of it when it's invalidated), although in this specific case that doesn't help as implementing NumPy on PyPy started only shortly ago and isn't even beta level to this day. But the bottom line is: Don't worry about optimizations on this level in Python. Either the implementations optimize it themselves or they don't, it's not your responsibility.


Not exactly what the OP has asked for, but close:

Inliner inlines Python function calls. Proof of concept for thisblogpost

from inliner import inline@inlinedef add_stuff(x, y):    return x + ydef add_lots_of_numbers():    results = []    for i in xrange(10):         results.append(add_stuff(i, i+1))

In the above code the add_lots_of_numbers function is converted intothis:

def add_lots_of_numbers():    results = []    for i in xrange(10):         results.append(i + i + 1)

Also anyone interested in this question and the complications involved in implementing such optimizer in CPython, might also want to have a look at:


I'll agree with everyone else that such optimizations will just cause you pain on CPython, that if you care about performance you should consider PyPy (though our NumPy may be too incomplete to be useful). However I'll disagree and say you can care about such optimizations on PyPy, not this one specifically as has been said PyPy does that automatically, but if you know PyPy well you really can tune your code to make PyPy emit the assembly you want, not that you need to almost ever.