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>>> from collections import defaultdict
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>>> def countingSort(array, mn, mx):
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count = defaultdict(int)
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for i in array:
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count[i] += 1
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result = []
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for j in range(mn,mx+1):
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result += [j]* count[j]
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return result
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>>> data = [9, 7, 10, 2, 9, 7, 4, 3, 10, 2, 7, 10, 2, 1, 3, 8, 7, 3, 9, 5, 8, 5, 1, 6, 3, 7, 5, 4, 6, 9, 9, 6, 6, 10, 2, 4, 5, 2, 8, 2, 2, 5, 2, 9, 3, 3, 5, 7, 8, 4]
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>>> mini,maxi = 1,10
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>>> countingSort(data, mini, maxi) == sorted(data)
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True
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def countingSort(a, min, max):
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cnt = [0] * (max - min + 1)
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for x in a:
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cnt[x - min] += 1
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return [x for x, n in enumerate(cnt, start=min)
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for i in xrange(n)]
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