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''' | ||
# Create by LokiSharp(loki.sharp#gmail) at 2017-1-22 | ||
''' | ||
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TOTAL=5000 | ||
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def sortTest(func, total=1000): | ||
import random, copy, operator, math, time | ||
arrList = [i for i in range(-math.floor(total/2),math.ceil(total/2))] | ||
arrListR = copy.deepcopy(arrList) | ||
while operator.eq(arrList,arrListR): | ||
random.shuffle(arrListR) | ||
#print("--- [Origin List]", arrList, "Use", func.__name__,"with Total:", len(arrList)) | ||
#print("--> [Random List]", arrListR, "Use", func.__name__,"with Total:", len(arrList)) | ||
start = time.clock() | ||
arrListR = func(arrListR) | ||
end = time.clock() | ||
runtime = end-start | ||
#print("--> [Sorted List]", arrListR, "Use", func.__name__,"with Total:", len(arrList)) | ||
if operator.eq(arrList, arrListR): | ||
print("[Success]", func.__name__,"with Total:", len(arrList),"in %.5fs" % runtime) | ||
return True | ||
else: | ||
print("[Fail]", func.__name__,"with Total:", len(arrList),"in %.5fs" % runtime) | ||
return False | ||
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def bubbleSort(arr): | ||
for i in range(1, len(arr)): | ||
for j in range(0, len(arr)-i): | ||
if arr[j] > arr[j+1]: | ||
arr[j], arr[j + 1] = arr[j + 1], arr[j] | ||
return arr | ||
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def selectionSort(arr): | ||
for i in range(len(arr)-1): | ||
for j in range(i+1, len(arr)): | ||
if arr[j] < arr[i]: | ||
arr[i], arr[j] = arr[j], arr[i] | ||
return arr | ||
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def insertionSort(arr): | ||
for i in range(len(arr)): | ||
preIndex = i-1 | ||
current = arr[i] | ||
while preIndex >= 0 and arr[preIndex] > current: | ||
arr[preIndex+1] = arr[preIndex] | ||
preIndex-=1 | ||
arr[preIndex+1] = current | ||
return arr | ||
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def shellSort(arr): | ||
import math | ||
gap=1 | ||
while(gap < len(arr)/3): | ||
gap = gap*3+1 | ||
while gap > 0: | ||
for i in range(gap,len(arr)): | ||
temp = arr[i] | ||
j = i-gap | ||
while j >=0 and arr[j] > temp: | ||
arr[j+gap]=arr[j] | ||
j-=gap | ||
arr[j+gap] = temp | ||
gap = math.floor(gap/3) | ||
return arr | ||
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def mergeSort(arr): | ||
import math | ||
if(len(arr)<2): | ||
return arr | ||
middle = math.floor(len(arr)/2) | ||
left, right = arr[0:middle], arr[middle:] | ||
return merge(mergeSort(left), mergeSort(right)) | ||
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def merge(left,right): | ||
result = [] | ||
while left and right: | ||
if left[0] <= right[0]: | ||
result.append(left.pop(0)); | ||
else: | ||
result.append(right.pop(0)); | ||
while left: | ||
result.append(left.pop(0)); | ||
while right: | ||
result.append(right.pop(0)); | ||
return result | ||
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def quickSort(arr, left=None, right=None): | ||
left = 0 if not isinstance(left,(int, float)) else left | ||
right = len(arr)-1 if not isinstance(right,(int, float)) else right | ||
if left < right: | ||
partitionIndex = partition(arr, left, right) | ||
quickSort(arr, left, partitionIndex-1) | ||
quickSort(arr, partitionIndex+1, right) | ||
return arr | ||
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def partition(arr, left, right): | ||
pivot = left | ||
index = pivot+1 | ||
i = index | ||
while i <= right: | ||
if arr[i] < arr[pivot]: | ||
swap(arr, i, index) | ||
index+=1 | ||
i+=1 | ||
swap(arr,pivot,index-1) | ||
return index-1 | ||
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def swap(arr, i, j): | ||
arr[i], arr[j] = arr[j], arr[i] | ||
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def buildMaxHeap(arr): | ||
import math | ||
for i in range(math.floor(len(arr)/2),-1,-1): | ||
heapify(arr,i) | ||
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def heapify(arr, i): | ||
left = 2*i+1 | ||
right = 2*i+2 | ||
largest = i | ||
if left < arrLen and arr[left] > arr[largest]: | ||
largest = left | ||
if right < arrLen and arr[right] > arr[largest]: | ||
largest = right | ||
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if largest != i: | ||
swap(arr, i, largest) | ||
heapify(arr, largest) | ||
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def swap(arr, i, j): | ||
arr[i], arr[j] = arr[j], arr[i] | ||
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def heapSort(arr): | ||
global arrLen | ||
arrLen = len(arr) | ||
buildMaxHeap(arr) | ||
for i in range(len(arr)-1,0,-1): | ||
swap(arr,0,i) | ||
arrLen -=1 | ||
heapify(arr, 0) | ||
return arr | ||
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def countingSort(arr, maxValue=None): | ||
bucketLen = maxValue+1 | ||
bucket = [0]*bucketLen | ||
sortedIndex =0 | ||
arrLen = len(arr) | ||
for i in range(arrLen): | ||
if not bucket[arr[i]]: | ||
bucket[arr[i]]=0 | ||
bucket[arr[i]]+=1 | ||
for j in range(bucketLen): | ||
while bucket[j]>0: | ||
arr[sortedIndex] = j | ||
sortedIndex+=1 | ||
bucket[j]-=1 | ||
return arr | ||
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sortTest(bubbleSort, TOTAL) | ||
sortTest(selectionSort, TOTAL) | ||
sortTest(insertionSort, TOTAL) | ||
sortTest(shellSort, TOTAL) | ||
sortTest(mergeSort, TOTAL) | ||
sortTest(quickSort, TOTAL) | ||
sortTest(heapSort, TOTAL) |