Python "Every Other Element" Idiom

Question

I feel like I spend a lot of time writing code in Python, but not enough time creating Pythonic code. Recently I ran into a funny little problem that I thought might have an easy, idiomatic solution. Paraphrasing the original, I needed to collect every sequential pair in a list. For example, given the list [1,2,3,4,5,6], I wanted to compute [(1,2),(3,4),(5,6)].

I came up with a quick solution at the time that looked like translated Java. Revisiting the question, the best I could do was

l = [1,2,3,4,5,6]
[(l[2*x],l[2*x+1]) for x in range(len(l)/2)]

which has the side effect of tossing out the last number in the case that the length isn’t even.

Is there a more idiomatic approach that I’m missing, or is this the best I’m going to get?

Asked By: Matt Luongo

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Answer 1

This will do it a bit more neatly:

>>> data = [1,2,3,4,5,6]
>>> zip(data[0::2], data[1::2])
[(1, 2), (3, 4), (5, 6)]

(but it’s arguably less readable if you’re not familiar with the “stride” feature of ranges).

Like your code, it discards the last value where you have an odd number of values.

Answered By: RichieHindle

Answer 2

How about using the step feature of range():

[(l[n],l[n+1]) for n in range(0,len(l),2)]

Answered By: Isaac

Answer 3

The one often-quoted is:

zip(*[iter(l)] * 2)

I prefer this more readable version of the iter solution:

it = iter(l)
list(zip(it, it))
# [(1, 2), (3, 4), (5, 6)]

Answered By: Ignacio Vazquez-Abrams

Answer 4

try this

def pairs(l, n):
    return zip(*[l[i::n] for i in range(n)])

So,

pairs([1, 2, 3, 4], 2)
gives

[(1, 2), (3, 4)]

Answered By: prasanna

Answer 5

I usually copy the grouper recipe from the itertools documentation into my code for this.

def grouper(n, iterable, fillvalue=None):
    "grouper(3, 'ABCDEFG', 'x') --> ABC DEF Gxx"
    args = [iter(iterable)] * n
    return izip_longest(fillvalue=fillvalue, *args)

Answered By: Mike Graham

Answer 6

If you don’t want to lose elements if their number in list is not even try this:

>>> l = [1, 2, 3, 4, 5]
>>> [(l[i],  l[i+1] if i+1 < len(l) else None)  for i in range(0, len(l), 2)]
[(1, 2), (3, 4), (5, None)]

Answered By: Kamil Szot

Answer 7

The right thing is probably not to compute lists, but to write an iterator->iterator function. This is more generic — it works on every iterable, and if you want to “freeze” it into a list, you can use the “list()” function.

def groupElements(iterable, n):
    # For your case, you can hardcode n=2, but I wanted the general case here.
    # Also, you do not specify what to do if the 
    # length of the list is not divisible by 2
    # I chose here to drop such elements
    source = iter(iterable)
    while True:
        l = []
        for i in range(n):
            l.append(source.next())
        yield tuple(l)

I’m surprised the itertools module does not already have a function for that — perhaps a future revision. Until then, feel free to use the version above 🙂

Answered By: moshez

Answer 8

toolz is a well-built library with many functional programming niceties overlooked in itertools. partition solves this (with an option to pad the last entry for lists of odd length)

>>> list(toolz.partition(2, [1,2,3,4,5,6]))
[(1, 2), (3, 4), (5, 6)]

Answered By: beardc

Python "Every Other Element" Idiom

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