plotPareto.py
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import numpy as np
import matplotlib.pyplot as plt
print("Plotting 2d frontier based on pareto and nonPareto files in the Results folder")
f=open("Results/pareto.csv","r")
f2 =open("Results/nonPareto.csv","r")
first = f.readline()
first2 = f2.readline()
lines=f.readlines()
lines2 = f2.readlines()
x = []
y = []
lst = []
scatterx = []
scattery = []
for i in lines:
result = i.split(',')
x.append(int(result[0]))
y.append(int(result[1]))
lst.append([int(result[0]),int(result[1])])
f.close()
lim = 0
for j in lines2:
lim = lim + 1
#if(lim == 200):
#break
result = j.split(',')
if([int(result[0]), [int(result[1])]] in lst):
continue
else:
scatterx.append(int(result[0]))
scattery.append(int(result[1]))
f2.close()
xmin = str(int(min(x)) - 1000)
xmax = str(int(max(x)) + 1000)
ymin = str(int(min(y)) - 1000)
ymax = str(int(max(y)) + 1000)
plt.figure(figsize=(100,100))
plt.scatter(scatterx, scattery, marker = 'x', color = 'r', label = "non-pareto")
plt.scatter(x, y, label = 'pareto frontier')
#plt.plot(x, y)
#plt.plot(x, y, linestyle='--', marker = 'o', color = 'b', label = 'pareto frontier')
#plt.xlim([xmin, xmax])
#plt.ylim([ymin, ymax])
#plt.xticks(x[::10], rotation='vertical')
#plt.yticks(y[::10], rotation='horizontal')
plt.legend()
plt.show()