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draw.py
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draw.py
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'''
The code below is the code about QRTD, SQD and Box plot
Author: Judu Xu
Date: 12/04/2022
'''
import matplotlib.pyplot as plt
import os
#ABOUT THE QRTD, PATH IS THE DOCUMENT PATH WHERE CONTAINS TRACE FILE
def QRTD(path):
file_name_list = os.listdir("path")
#SET REL ERROR
t = [0.07, 0.08, 0.09, 0.10, 0.11]
d = {}
for j in range(len(t)):
data = []
#READ DATA AND CHECK
for file_name in file_name_list:
f = open("path" + file_name, "r")
lines = f.readlines()
index = 4542*(1 + t[j])
for i in lines:
l = i.split(',')
if float(l[1]) <= index:
data.append(float(l[0]))
break
d[j] = sorted(data)
print(d)
for i in range(len(t)):
y = []
y.append(0)
data = []
data.append(d[i][0])
for j in range(len(d[i])):
data.append(d[i][j])
if j != 0:
data.append(d[i][j])
data.append(460)
for j in range(len(d[i])):
y.append(0.1 * (j + 1))
y.append(0.1 * (j + 1))
plt.plot(data, y, linestyle='solid', label = str(round((t[i] * 100),2)) + '%')
plt.xlabel('run_time')
plt.ylabel('p(solve)')
plt.legend()
#ABOUT THE SQR, PATH IS THE DOCUMENT PATH WHERE CONTAINS TRACE FILE
def SQR(path):
file_name_list = os.listdir(path)
#SET THE TIME
t = [5, 10, 15, 20, 25]
#SET THE REL ERROR
rel = []
for i in range(5):
rel.append(i * 0.1)
for j in range(len(t)):
data = []
for r in rel:
cnt = 0
index = 2203*(1 + r/100)
#READ DATA AND CHECK
for file_name in file_name_list:
f = open(path + file_name, "r")
lines = f.readlines()
for k in range(len(lines)):
time, v = lines[k].split(',')
time = float(time)
v = int(v)
if v <= index:
if time < t[j]:
cnt += 1
break
f.close()
data.append(cnt/10)
plt.plot(rel, data, linestyle='solid', label = str(t[j]) + 's')
plt.xlabel('relative_sol_quality(%)')
plt.ylabel('p(solve)')
plt.legend()
#ABOUT THE BOX PLOT, PATH IS THE DOCUMENT PATH WHERE CONTAINS TRACE FILE
def box(path1, path2):
file_name_list1 = os.listdir(path1)
file_name_list2 = os.listdir(path2)
data1 = []
data2 = []
#READ DATA AND CHECK
for file_name in file_name_list1:
f = open(path1 + file_name, "r")
lines = f.readlines()
l = lines[-1].split(',')
data1.append(float(l[0]))
f.close()
#READ DATA AND CHECK
for file_name in file_name_list2:
f = open(path2 + file_name, "r")
lines = f.readlines()
l = lines[-1].split(',')
data2.append(float(l[0]))
f.close()
plt.boxplot(data1)
plt.show()
plt.boxplot(data2)
plt.show()