Created
March 2, 2018 19:52
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Shellsort implemented in python, ploted using matplotlib
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from random import randint | |
from timeit import timeit | |
import matplotlib.pyplot as plt | |
def reverseArray(lenght): | |
a = [] | |
for i in range(lenght): | |
a.append(lenght-i) | |
return a | |
def randomArray(length): | |
array = [] | |
tmp = 0 | |
while tmp < length: | |
num = randint(1, length*10) | |
if num not in array: | |
array.append(num) | |
tmp += 1 | |
return array | |
def shellsort(array): | |
gap = len(array) // 2 | |
while gap > 0: | |
for i in range(gap): | |
for j in range(i+gap, len(array), gap): | |
_tmp = array[j] | |
pos = j | |
while pos>=gap and array[pos] > array[pos-gap]: | |
array[pos] = array[pos-gap] | |
pos = pos-gap | |
array[pos] = _tmp | |
gap = gap // 2 | |
return array | |
timeRandom = [] | |
timeReverse = [] | |
lengths = [] | |
elements = [1000, 3000, 6000, 9000, 12000, 15000, 18000, 21000, 24000] | |
def desenhaGrafico(xl = "Qnt. Elements(und)", yl = "Time(sec)"): | |
plt.title('Shellsort Analysis', fontsize=20) | |
plt.plot(lengths, timeRandom, label = "Random") | |
plt.plot(lengths, timeReverse, label = "Reverse - Worse") | |
legend = plt.legend(loc='upper left', shadow=True) | |
frame = legend.get_frame() | |
frame.set_facecolor('0.90') | |
plt.xlabel(xl) | |
plt.ylabel(yl) | |
plt.show() | |
def main(): | |
for _tmp in elements: | |
lengths.append(_tmp) | |
arrayRandom = randomArray(_tmp) | |
arrayReverse = reverseArray(_tmp) | |
timeRandom.append(timeit("shellsort({})".format(arrayRandom), | |
setup = "from __main__ import shellsort", number = 1)) | |
timeReverse.append(timeit("shellsort({})".format(arrayReverse), | |
setup = "from __main__ import shellsort", number = 1)) | |
desenhaGrafico() | |
if __name__ == "__main__": | |
main() |
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