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a sliding window generator in python
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def sliding_window(iterable, size, overlap=0): | |
""" | |
>>> list(sliding_window([1, 2, 3, 4], size=2)) | |
[(1, 2), (3, 4)] | |
>>> list(sliding_window([1, 2, 3], size=2, overlap=1)) | |
[(1, 2), (2, 3)] | |
>>> list(sliding_window([1, 2, 3, 4, 5], size=3, overlap=1)) | |
[(1, 2, 3), (3, 4, 5)] | |
>>> list(sliding_window([1, 2, 3, 4], size=3, overlap=1)) | |
[(1, 2, 3), (3, 4)] | |
>>> list(sliding_window([1, 2, 3, 4], size=10, overlap=8)) | |
[(1, 2, 3, 4)] | |
""" | |
start = 0 | |
end = size | |
step = size - overlap | |
if step <= 0: | |
ValueError("overlap must be smaller then size") | |
length = len(iterable) | |
while end < length: | |
yield tuple(iterable[start:end]) | |
start += step | |
end += step | |
yield tuple(iterable[start:]) |
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