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Count Inversions + Mergesort
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''' | |
Gabriel C. 2015 | |
Counting inversions in an array | |
using merge sort with an auxiliary array | |
''' | |
def count_inversions_and_sort(array): | |
if len(array) == 1: | |
return 0; | |
first_half = array[:len(array)/2] | |
second_half = array[len(array)/2:] | |
inversions = count_inversions_and_sort(first_half) | |
inversions += count_inversions_and_sort(second_half) | |
i = 0 | |
j = 0 | |
for k in xrange(len(array)): | |
if i < len(first_half) and j < len(second_half): | |
if first_half[i] <= second_half[j]: | |
array[k] = first_half[i] | |
i += 1 | |
else: | |
array[k] = second_half[j] | |
j += 1 | |
inversions += len(first_half) - i | |
else: | |
if i < len(first_half): | |
array[k] = first_half[i] | |
i += 1 | |
else: | |
array[k] = second_half[j] | |
j += 1 | |
inversions += len(first_half) - i | |
return inversions; | |
assert(count_inversions_and_sort([1,3,5,2,4,6]) == 3) | |
assert(count_inversions_and_sort([1,5,3,2,4]) == 4) | |
assert(count_inversions_and_sort([5,4,3,2,1]) == 10) | |
assert(count_inversions_and_sort([1,6,3,2,4,5]) == 5) | |
assert(count_inversions_and_sort([9,12,3,1,6,8,2,5,14,13,11,7,10,4,0])==56) | |
assert(count_inversions_and_sort([37,7,2,14,35,47,10,24,44,17,34,11,16,48,1,39,6,33,43,26,40,4,28,5,38,41,42,12,13,21,29,18,3,19,0,32,46,27,31,25,15,36,20,8,9,49,22,23,30,45])==590) | |
assert(count_inversions_and_sort([4,80,70,23,9,60,68,27,66,78,12,40,52,53,44,8,49,28,18,46,21,39,51,7,87,99,69,62,84,6,79,67,14,98,83,0,96,5,82,10,26,48,3,2,15,92,11,55,63,97,43,45,81,42,95,20,25,74,24,72,91,35,86,19,75,58,71,47,76,59,64,93,17,50,56,94,90,89,32,37,34,65,1,73,41,36,57,77,30,22,13,29,38,16,88,61,31,85,33,54])==2372) | |
assert(count_inversions_and_sort(range(1,21))==0) | |
reverse = range(1,11) | |
reverse.reverse() | |
assert(count_inversions_and_sort(reverse)==45) | |
assert(count_inversions_and_sort([1,5,3,4,2,6])==5) | |
assert(count_inversions_and_sort([6,2,3,4,5,1])==9) | |
assert(count_inversions_and_sort([9,12,3,1,6,8,2,5,14,13,11,7,10,4,0])==56) |
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