I need a rolling window (aka sliding window) iterable over a sequence/iterator/generator. Default Python iteration can be considered a special case, where the window length
a slightly modified version of the deque window, to make it a true rolling window. So that it starts being populated with just one element, then grows to it's maximum window size, and then shrinks as it's left edge comes near the end:
from collections import deque
def window(seq, n=2):
it = iter(seq)
win = deque((next(it, None) for _ in xrange(1)), maxlen=n)
yield win
append = win.append
for e in it:
append(e)
yield win
for _ in xrange(len(win)-1):
win.popleft()
yield win
for wnd in window(range(5), n=3):
print(list(wnd))
this gives
[0]
[0, 1]
[0, 1, 2]
[1, 2, 3]
[2, 3, 4]
[3, 4]
[4]