Iterate over all pairs of consecutive items in a list

Given a list

l = [1, 7, 3, 5]

I want to iterate over all pairs of consecutive list items (1,7), (7,3), (3,5), i.e.

for i in xrange(len(l) - 1):
x = l[i]
y = l[i + 1]
# do something

I would like to do this in a more compact way, like

for x, y in someiterator(l): ...

Is there a way to do do this using builtin Python iterators? I'm sure the itertools module should have a solution, but I just can't figure it out.

Just use zip

>>> l = [1, 7, 3, 5]
>>> for first, second in zip(l, l[1:]):
...     print first, second
...
1 7
7 3
3 5

As suggested you might consider using the izip function in itertools for very long lists where you don't want to create a new list.

import itertools

for first, second in itertools.izip(l, l[1:]):
...

Look at pairwise at itertools recipes: http://docs.python.org/2/library/itertools.html#recipes

Quoting from there:

def pairwise(iterable):
"s -> (s0,s1), (s1,s2), (s2, s3), ..."
a, b = tee(iterable)
next(b, None)
return izip(a, b)

A General Version

A general version, that yields tuples of any given positive natural size, may look like that:

def nwise(iterable, n=2):
iters = tee(iterable, n)
for i, it in enumerate(iters):
next(islice(it, i, i), None)
return izip(*iters)

I would create a generic grouper generator, like this

def grouper(input_list, n = 2):
for i in xrange(len(input_list) - (n - 1)):
yield input_list[i:i+n]

Sample run 1

for first, second in grouper([1, 7, 3, 5, 6, 8], 2):
print first, second

Output

1 7
7 3
3 5
5 6
6 8

Sample run 1

for first, second, third in grouper([1, 7, 3, 5, 6, 8], 3):
print first, second, third

Output

1 7 3
7 3 5
3 5 6
5 6 8

You could use a zip.

>>> list(zip(range(5), range(2, 6)))
[(0, 1), (1, 2), (2, 3), (3, 4), (4, 5)]

Just like a zipper, it creates pairs. So, to to mix your two lists, you get:

>>> l = [1,7,3,5]
>>> list(zip(l[:-1], l[1:]))
[(1, 7), (7, 3), (3, 5)]

Then iterating goes like

for x, y in zip(l[:-1], l[1:]):
pass

Generalizing sberry's approach to nwise with comprehension:

def nwise(lst, k=2):
return list(zip(*[lst[i:] for i in range(k)]))

Eg

nwise(list(range(10)),3)

[(0, 1, 2), (1, 2, 3), (2, 3, 4), (3, 4, 5), (4, 5, 6), (5, 6, 7), (6, 7, 8), (7, 8, 9)]

If you wanted something inline but not terribly readable here's another solution that makes use of generators. I expect it's also not the best performance wise :-/

Convert list into generator with a tweak to end before the last item:

gen = (x for x in l[:-1])

Convert it into pairs:

[(gen.next(), x) for x in l[1:]]

That's all you need.