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Merge sorted lists in python

I have a bunch of sorted lists of objects, and a comparison function

class Obj :
    def __init__(p) :
        self.points = p
def cmp(a, b) :
    return a.points < b.points

a = [Obj(1), Obj(3), Obj(8), ...]
b = [Obj(1), Obj(2), Obj(3), ...]
c = [Obj(100), Obj(300), Obj(800), ...]

result = magic(a, b, c)
assert result == [Obj(1), Obj(1), Obj(2), Obj(3), Obj(3), Obj(8), ...]

what does magic look like? My current implementation is

def magic(*args) :
    r = []
    for a in args : r += a
    return sorted(r, cmp)

but that is quite inefficient. Better answers?

like image 584
Paul Tarjan Avatar asked Jul 21 '09 09:07

Paul Tarjan


1 Answers

Python standard library offers a method for it: heapq.merge.
As the documentation says, it is very similar to using itertools (but with more limitations); if you cannot live with those limitations (or if you do not use Python 2.6) you can do something like this:

sorted(itertools.chain(args), cmp)

However, I think it has the same complexity as your own solution, although using iterators should give some quite good optimization and speed increase.

like image 148
rob Avatar answered Sep 22 '22 06:09

rob