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def heap_sort(m, sort_by): | |
def sift_down(m, start, end): | |
"""Repair heap whose root element is at index start | |
assuming the heaps rooted at its children are valid""" | |
root = start | |
while 2*root+1 <= end: | |
child = 2*root + 1 # left child | |
swap = root | |
if sort_by(m[swap], m[child]): | |
swap = child # swap if left child is 'larger' | |
if child+1 <= end and sort_by(m[swap], m[child+1]): | |
swap = child + 1 # swap if right child is 'larger' | |
if swap == root: | |
return | |
else: | |
m[root], m[swap] = m[swap], m[root] | |
root = swap | |
def heapify(m): | |
"""If A is a parent node of B then the key of node A is | |
ordered with respect to the key of node B with the same | |
ordering applying across the heap.""" | |
start = (len(m) - 2) / 2 | |
while start >= 0: | |
sift_down(m, start, len(m)-1) | |
start -= 1 | |
m = list(m) # deep copy | |
heapify(m) | |
end = len(m) - 1 | |
while end > 0: | |
m[0], m[end] = m[end], m[0] | |
end -= 1 | |
sift_down(m, 0, end) | |
return m |
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