In [35]:

    

f = open("stats.txt")


    

In [36]:

    

lin


    

In [37]:

    

lines


    

    
Out[37]:





['5 122\n',
 '50 1038\n',
 '100 3443\n',
 '200 11178\n',
 '500 91670\n',
 '1000 374056\n',
 '2000 2181069\n',
 '3000 5932163\n',
 '4000 11869356\n',
 '5000 21925123\n']

In [38]:

    

x = [[int(el[0]), int(el[1])] for el in list(map(lambda x: x[:-1].split(" "), lines))]


    

In [39]:

    

x


    

    
Out[39]:





[[5, 122],
 [50, 1038],
 [100, 3443],
 [200, 11178],
 [500, 91670],
 [1000, 374056],
 [2000, 2181069],
 [3000, 5932163],
 [4000, 11869356],
 [5000, 21925123]]

In [42]:

    

import matplotlib.pyplot as plt


    

In [55]:

    

plt.plot([a[0] for a in x], [a[1] for a in x], '-o')


    

    
Out[55]:





[<matplotlib.lines.Line2D at 0x111d18630>]

In [56]:

    

plt.show()


    

In [74]:

    

import matplotlib.pyplot as plt
def statistics(filename):
    with open(filename) as f:
        lines = f.readlines()
        x = [[int(el[0]), int(el[1])] for el in list(map(lambda x: x[:-1].split(" "), lines))]
        plt.plot([a[0] for a in x], [a[1] for a in x], '-o')
        plt.ylabel("time (us)")
        plt.xlabel("number of digits")
        plt.title("Algorithm: " + filename.split(".")[0][6:])
        plt.show()


    

In [75]:

    

statistics("stats_division.txt")


    

In [72]:

    

statistics("stats_factorization.txt")


    

In [73]:

    

statistics("stats_subtraction.txt")


    

In [ ]: