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Copy pathSortingAlgorithms.py
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Copy pathSortingAlgorithms.py
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394 lines (338 loc) · 10.8 KB
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import random
import time
import copy
size1 = 100
size2 = 10000
size3 = 1000000
span = 1000000
threshold = 20
#---------------------------------------
# Insertion Sort
#---------------------------------------
# not optimized, equiv to while version below, but uses for loop
def insertion_sort1(A):
for i in range(1, len(A)):
for j in range(i-1, -1, -1):
if A[j] > A[j+1]:
A[j], A[j+1] = A[j+1], A[j]
else:
break
# not optimized, equiv to break version, but uses while loop
def insertion_sort2(A):
for i in range(1, len(A)):
j = i-1
while A[j] > A[j+1] and j >= 0:
A[j], A[j+1] = A[j+1], A[j]
j -= 1
# optimized - shifts instead of swapping
def insertion_sort3(A):
for i in range(1, len(A)):
curNum = A[i]
k = 0
for j in range(i-1, -2, -1):
k = j
if A[j] > curNum:
A[j+1] = A[j]
else:
break
A[k+1] = curNum
#---------------------------------------
# Selection Sort
#---------------------------------------
def selection_sort(A):
for i in range (0, len(A) - 1):
minIndex = i
for j in range (i+1, len(A)):
if A[j] < A[minIndex]:
minIndex = j
if minIndex != i:
A[i], A[minIndex] = A[minIndex], A[i]
#---------------------------------------
# Bubble Sort
#---------------------------------------
# not optimized
def bubble_sort1(A):
for i in range (0, len(A) - 1):
for j in range (0, len(A) - i - 1):
if A[j] > A[j+1]:
A[j], A[j+1] = A[j+1], A[j]
# optimized to exit if no swaps occur
def bubble_sort2(A):
for i in range (0, len(A) - 1):
done = True
for j in range (0, len(A) - i - 1):
if A[j] > A[j+1]:
A[j], A[j+1] = A[j+1], A[j]
done = False
if done:
return
#---------------------------------------
# Merge Sort
#---------------------------------------
def merge_sort(A):
merge_sort2(A, 0, len(A)-1)
def merge_sort2(A, first, last):
if last-first < threshold and first < last:
quick_selection(A, first, last)
elif first < last:
middle = (first + last)//2
merge_sort2(A, first, middle)
merge_sort2(A, middle+1, last)
merge(A, first, middle, last)
def merge(A, first, middle, last):
L = A[first:middle]
R = A[middle:last+1]
L.append(999999999)
R.append(999999999)
i = j = 0
for k in range (first, last+1):
if L[i] <= R[j]:
A[k] = L[i]
i += 1
else:
A[k] = R[j]
j += 1
#---------------------------------------
# Quick Sort
#---------------------------------------
def quick_sort(A):
quick_sort2(A, 0, len(A)-1)
def quick_sort2(A, low, hi):
if hi-low < threshold and low < hi:
quick_selection(A, low, hi)
elif low < hi:
p = partition(A, low, hi)
quick_sort2(A, low, p - 1)
quick_sort2(A, p + 1, hi)
def get_pivot(A, low, hi):
mid = (hi + low) // 2
s = sorted([A[low], A[mid], A[hi]])
if s[1] == A[low]:
return low
elif s[1] == A[mid]:
return mid
return hi
def partition(A, low, hi):
pivotIndex = get_pivot(A, low, hi)
pivotValue = A[pivotIndex]
A[pivotIndex], A[low] = A[low], A[pivotIndex]
border = low
for i in range(low, hi+1):
if A[i] < pivotValue:
border += 1
A[i], A[border] = A[border], A[i]
A[low], A[border] = A[border], A[low]
return (border)
def quick_selection(x, first, last):
for i in range (first, last):
minIndex = i
for j in range (i+1, last+1):
if x[j] < x[minIndex]:
minIndex = j
if minIndex != i:
x[i], x[minIndex] = x[minIndex], x[i]
#--------------RANDOM ORDER----------------------
#------------------------------------------------
# size = 100
#------------------------------------------------
print("\nRandom Order\n---------------------------------")
w = [random.randint(0, span) for a in range(0, size1)]
t1 = time.clock()
insertion_sort3(w)
print("Insertion Sort(size=", str(size1),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size1)]
t1 = time.clock()
selection_sort(w)
print("Selection Sort(size=", str(size1),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size1)]
t1 = time.clock()
bubble_sort2(w)
print("Bubble Sort(size=", str(size1),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size1)]
t1 = time.clock()
merge_sort(w)
print("Merge Sort(size=", str(size1),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size1)]
t1 = time.clock()
quick_sort(w)
print("Quick Sort(size=", str(size1),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size1)]
t1 = time.clock()
w.sort()
print("Tim Sort(size=", str(size1),"): ", (time.clock()-t1) * 1000)
#------------------------------------------------
# size = 10,000
#------------------------------------------------
w = [random.randint(0, span) for a in range(0, size2)]
t1 = time.clock()
insertion_sort3(w)
print("Insertion Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size2)]
t1 = time.clock()
selection_sort(w)
print("Selection Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size2)]
t1 = time.clock()
bubble_sort2(w)
print("Bubble Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size2)]
t1 = time.clock()
merge_sort(w)
print("Merge Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size2)]
t1 = time.clock()
quick_sort(w)
print("Quick Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size2)]
t1 = time.clock()
w.sort()
print("Tim Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
#------------------------------------------------
# size = 1,000,000
#------------------------------------------------
w = [random.randint(0, span) for a in range(0, size3)]
t1 = time.clock()
merge_sort(w)
print("Merge Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size3)]
t1 = time.clock()
quick_sort(w)
print("Quick Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, span) for a in range(0, size3)]
t1 = time.clock()
w.sort()
print("Tim Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
# ----------------ALREADY SORTED-----------------
#------------------------------------------------
# size = 10,000
#------------------------------------------------
print("\nAlready Sorted\n---------------------------------")
w = [a for a in range(0, size2)]
t1 = time.clock()
insertion_sort3(w)
print("Insertion Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
t1 = time.clock()
selection_sort(w)
print("Selection Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
t1 = time.clock()
bubble_sort2(w)
print("Bubble Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
t1 = time.clock()
merge_sort(w)
print("Merge Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
t1 = time.clock()
quick_sort(w)
print("Quick Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
t1 = time.clock()
w.sort()
print("Tim Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
#------------------------------------------------
# size = 1,000,000
#------------------------------------------------
w = [a for a in range(0, size3)]
t1 = time.clock()
merge_sort(w)
print("Merge Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
t1 = time.clock()
quick_sort(w)
print("Quick Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
t1 = time.clock()
w.sort()
print("Tim Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
# ----------------REVERSE SORTED-----------------
#------------------------------------------------
# size = 10,000
#------------------------------------------------
print("\nReverse Sorted\n---------------------------------")
w = [a for a in range(0, size2)]
w.reverse()
t1 = time.clock()
insertion_sort3(w)
print("Insertion Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [a for a in range(0, size2)]
w.reverse()
t1 = time.clock()
selection_sort(w)
print("Selection Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [a for a in range(0, size2)]
w.reverse()
t1 = time.clock()
bubble_sort2(w)
print("Bubble Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [a for a in range(0, size2)]
w.reverse()
t1 = time.clock()
merge_sort(w)
print("Merge Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [a for a in range(0, size2)]
w.reverse()
t1 = time.clock()
quick_sort(w)
print("Quick Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [a for a in range(0, size2)]
w.reverse()
t1 = time.clock()
w.sort()
print("Tim Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
#------------------------------------------------
# size = 1,000,000
#------------------------------------------------
w = [a for a in range(0, size3)]
w.reverse()
t1 = time.clock()
merge_sort(w)
print("Merge Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
w = [a for a in range(0, size3)]
w.reverse()
t1 = time.clock()
quick_sort(w)
print("Quick Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
w = [a for a in range(0, size3)]
w.reverse()
t1 = time.clock()
w.sort()
print("Tim Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
#--------------RANDOM ORDER, MANY DUPLICATES------------------
#------------------------------------------------
# size = 10,000
#------------------------------------------------
print("\nRandom Order, Many Duplicates\n---------------------------------")
w = [random.randint(0, size2//10) for a in range(0, size2)]
t1 = time.clock()
insertion_sort3(w)
print("Insertion Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, size2//10) for a in range(0, size2)]
t1 = time.clock()
selection_sort(w)
print("Selection Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0,size2//10) for a in range(0, size2)]
t1 = time.clock()
bubble_sort2(w)
print("Bubble Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, size2//10) for a in range(0, size2)]
t1 = time.clock()
merge_sort(w)
print("Merge Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, size2//10) for a in range(0, size2)]
t1 = time.clock()
quick_sort(w)
print("Quick Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, size2//10) for a in range(0, size2)]
t1 = time.clock()
w.sort()
print("Tim Sort(size=", str(size2),"): ", (time.clock()-t1) * 1000)
#------------------------------------------------
# size = 1,000,000
#------------------------------------------------
w = [random.randint(0, size2//10) for a in range(0, size3)]
t1 = time.clock()
merge_sort(w)
print("Merge Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, size2//10) for a in range(0, size3)]
t1 = time.clock()
#quick_sort(w)
#print("Quick Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
w = [random.randint(0, size2//10) for a in range(0, size3)]
t1 = time.clock()
w.sort()
print("Tim Sort(size=", str(size3),"): ", (time.clock()-t1) * 1000)
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