How can I get the pairwise sum of two equal length tuples? For example if I have (0,-1,7) and (3,4,-7) I would like to have (3,3,0) as answer.
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3A duplicate of a question asked a year and a half ago which didn't receive any good answers seems fine. All of the answers in that are map-based, which is much less clean than a list comprehension/generation expression (below). The accepted answer in that one is much worse--overriding a class just to perform a method on it makes no sense at all. – Glenn Maynard Sep 27 '10 at 10:17
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I suppose the reason for the accepted answer in that one is because that's the particular weird behavior the question asked for, so it's not really the answerer's fault. – Glenn Maynard Sep 27 '10 at 10:23
4 Answers
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tuple(map(lambda (x, y): x + y, zip((0,-1,7), (3,4,-7))))
If you prefer to avoid map
and lambda
then you can do:
tuple(x + y for x,y in zip((0,-1,7), (3,4,-7)))
EDIT: As one of the answers pointed out, you can use sum instead of explicitly splitting the tuples returned by zip
. Therefore you can rewrite the above code sample as shown below:
tuple(sum(t) for t in zip((0,-1,7), (3,4,-7)))

Manoj Govindan
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The list comprehension is usually preferable. This is far more immediately intuitive than all of the functional answers in #497885. – Glenn Maynard Sep 27 '10 at 10:13
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@Glenn: agreed. That said somehow I find it easier to first think in terms of map and filter and then map it (no pun intended :P) to a list comprehension. – Manoj Govindan Sep 27 '10 at 10:15
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I'm the other way around: list comprehensions (in this case, generator expressions, actually) are naturally intuitive to me, but I have to think about map--probably because it's much less frequently used in Python. – Glenn Maynard Sep 27 '10 at 10:19
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Use sum():
>>> tuple(sum(pair) for pair in zip((0,-1,7), (3,4,-7)))
or
>>> tuple(map(sum, zip((0,-1,7), (3,4,-7))))

pillmuncher
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@Mr_and_Mrs_D +1, `operator.add` is about 2.2x faster than using `map` and `zip` – Jackson H Apr 04 '22 at 20:54
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>>> t1 = (0,-1,7)
>>> t2 = (3,4,-7)
>>> tuple(i + j for i, j in zip(t1, t2))
(3, 3, 0)

SilentGhost
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Alternatively (good if you have very big tuples or you plan to do other mathematical operations with them):
> import numpy as np
> t1 = (0, -1, 7)
> t2 = (3, 4, -7)
> at1 = np.array(t1)
> at2 = np.array(t2)
> tuple(at1 + at2)
(3, 3, 0)
Cons: more data preparation is needed. Could be overkill in most cases.
Pros: operations are very explicit and isolated. Probably very fast with big tuples.

joaquin
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