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Simple inversions count in an array in Python (for Algorithms: Design and Analysis, Part 1 on Coursera)
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#!/usr/bin/python | |
def count_inversions(arr, length): | |
if length == 1: | |
return (arr,0) | |
else: | |
left = arr[:length/2] | |
right = arr[length/2:] | |
(a,x) = count_inversions(left, len(left)) | |
(b,y) = count_inversions(right, len(right)) | |
(c,z) = merge_and_countsplitinv(a, b, length) | |
return (c,x+y+z) | |
def merge_and_countsplitinv(left, right, length): | |
count_inv = 0 | |
i = j = 0 | |
out = [None] * length | |
right_len = len(right) | |
left_len = len(left) | |
for k in range(length): | |
if j >= right_len or (i < left_len and left[i] < right[j]): | |
out[k] = left[i] | |
i += 1 | |
else: | |
out[k] = right[j] | |
count_inv += (left_len - i) | |
j += 1 | |
return (out,count_inv) | |
if (__name__ == '__main__'): | |
arr = [9, 2, 1, 5, 2, 3, 5, 1, 2, 32, 12, 11] | |
print count_inversions(arr, len(arr))[1] |
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