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Date modified: insertion.py: 2017-09-10 13:07 merge.py: 2017-09-10 13:54 numgen.py: 2017-09-10 13:15 sorting.py: 2018-08-26 16:08
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insertion.py
Executable file
53
insertion.py
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"""
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Insertion Sort
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by BBaoVanC
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This import uses the insertion method of sorting.
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Pros:
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Fast for small lists
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Cons:
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Gets increasingly slower once you get past a certain amount of numbers
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"""
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def sort(A):
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for j in range(1, len(A)):
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# print(j)
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key = A[j]
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i = j - 1
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while i >= 0 and A[i] > key:
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A[i + 1] = A[i]
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i = i - 1
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A[i + 1] = key
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# print(str(A))
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return A
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if __name__ == '__main__':
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from timeit import default_timer as timer
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with open("nums.txt") as f:
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A = f.readlines()
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A = [x.strip() for x in A]
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A = [int(x) for x in A]
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start = timer()
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A = sort(A)
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elapsed_time = timer() - start
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print("TIME: %.16f" % elapsed_time)
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# print("Opening file")
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f = open("sort_insertion.txt", "w+")
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nums2 = list()
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for item in A:
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item = str(item) + "\n" # add newline character to each item in the nums2 list...
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nums2.append(item) # ...
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nums2[-1] = nums2[-1].strip() # remove newline character from last item in list
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for item in nums2:
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# print("Writing number: " + item)
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f.write(item) # write each number to the file
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# print("Closing file")
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f.close()
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# print("FINISHED")
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86
merge.py
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86
merge.py
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"""
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Merge Sort
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by BBaoVanC
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This import uses the merge method of sorting.
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Pros:
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Time doesn't increase as fast as insertion when you add more numbers.
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Cons:
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Not the most efficient for small lists
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"""
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def sort(A):
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def merge(A, p, q, r):
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# print(A)
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n1 = q - p
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# print("n1: " + str(n1))
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n2 = r - q - 1
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# print("n2: " + str(n2))
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L = []
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R = []
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for num in range(0, n1 + 2):
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L.append(0)
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for num in range(0, n2 + 2):
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R.append(0)
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for i in range(0, n1 + 1):
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# print("i: " + str(i))
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# print("p + i: " + str(p + i))
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L[i] = A[p + i]
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for j in range(0, n2 + 1):
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R[j] = A[q + j + 1]
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# print("n1: " + str(n1))
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# print("n2: " + str(n2))
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L[n1 + 1] = float('inf')
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R[n2 + 1] = float('inf')
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i = 0
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j = 0
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for k in range(p, r + 1):
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if L[i] <= R[j]:
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A[k] = L[i]
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i += 1
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else:
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A[k] = R[j]
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j += 1
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return A
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def merge_sort(A, p, r):
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if p < r:
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q = int(((p + r + 1) / 2) - 1)
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A = merge_sort(A, p, q)
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A = merge_sort(A, q + 1, r)
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A = merge(A, p, q, r)
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return A
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A = merge_sort(A, 0, len(A) - 1)
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return A
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if __name__ == '__main__':
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from timeit import default_timer as timer
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with open("nums.txt") as f:
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A = f.readlines()
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A = [x.strip() for x in A]
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A = [int(x) for x in A]
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start = timer()
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sorted_a = sort(A)
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elapsed_time = timer() - start
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print("TIME: %.16f" % elapsed_time)
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# print("Opening file")
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f = open("sort_merge.txt", "w+")
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nums2 = list()
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for item in sorted_a:
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item = str(item) + "\n" # add newline character to each item in the nums2 list...
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nums2.append(item) # ...
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nums2[-1] = nums2[-1].strip() # remove newline character from last item in list
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for item in nums2:
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# print("Writing number: " + item)
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f.write(item) # write each number to the file
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# print("Closing file")
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f.close()
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# print("FINISHED")
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48
numgen.py
Executable file
48
numgen.py
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"""
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Random Number Generator
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by BBaoVanC
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Generates a list of random numbers based on how many you want
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"""
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import random
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DO_DEBUG = False
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def generate(count, digits, debug):
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numbers = list() # create a new blank list for storing our numbers
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count = int(count)
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digits = int(digits)
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debug = bool(debug)
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n = 0
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while n < count:
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maxnum = "9" * digits
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maxnum_int = int(maxnum)
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number = random.randint(0, maxnum_int)
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if debug:
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print("Generated number: " + str(number))
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numbers.append(number) # add a random number from 0 to 999 to the list
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n = n + 1 # increment our counter
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return numbers # return our list of numbers
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if __name__ == '__main__':
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amount = input("Amount: ")
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length = input("Length: ")
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nums = generate(int(amount), int(length), DO_DEBUG)
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f = open("nums.txt", "w+")
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nums2 = list()
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for item in nums:
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item = str(item) + "\n" # add newline character to each item in the nums2 list...
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nums2.append(item) # ...
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nums2[-1] = nums2[-1].strip() # remove newline character from last item in list
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for item in nums2:
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if DO_DEBUG:
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print("Writing number: " + item)
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f.write(item) # write each number to the file
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if DO_DEBUG:
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print("Closing file")
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f.close()
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40
sorting.py
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40
sorting.py
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"""
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Sorting
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by BBaoVanC
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Compares times between sorting systems.
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"""
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from timeit import default_timer as timer
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import numgen
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import merge
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import insertion
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DO_DEBUG = False
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f = open("compare_sort.csv", "w+") # format: Amount,Insertion,Merge
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n = 0
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while n <= 1000:
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A = numgen.generate(n, 8, DO_DEBUG)
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print("Generated list with length: %i" % n)
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start1 = timer()
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sort1 = insertion.sort(A)
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elapsed_time1 = timer() - start1
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print("Insertion test finished")
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start2 = timer()
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sort2 = merge.sort(A)
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elapsed_time2 = timer() - start2
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print("Merge test finished")
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f.write("%i,%.8f,%.8f\n" % (len(A), elapsed_time1, elapsed_time2))
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# print("Amount: %i" % len(A))
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# print("Insertion: %.5f" % elapsed_time1)
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# print("Merge: %.5f" % elapsed_time2)
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# print("--------------------------------")
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n += 1
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f.close()
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