import matplotlib.pyplot as plt
import matplotlib.pylab as pylab
import scipy.io
import numpy as np
params={
    'axes.labelsize': '35',         #轴上字
    'xtick.labelsize':'27',        #轴图例
    'ytick.labelsize':'27',           #轴图例
    'lines.linewidth':2 ,              #线宽
    'legend.fontsize': '27',          #图例大小
    'figure.figsize'   : '12, 9'    # set figure size,长12，宽9
}
pylab.rcParams.update(params)            #set figure parameter
#画图库更新

#line_styles=['ro-','b^-','gs-','ro--','b^--','gs--']  #set line style
         
#We give the coordinate date directly to give an example.
x1 = [-20,-15,-10,-5,0,0,5,10,15,20]

y1 = [0,0.04,0.1,0.21,0.39,0.74,0.78,0.80,0.82,0.85]
y2 = [0,0.014,0.03,0.16,0.37,0.78,0.81,0.83,0.86,0.92]
y3 = [0,0.001,0.02,0.14,0.34,0.77,0.82,0.85,0.90,0.96]
y4 = [0,0,0.02,0.12,0.32,0.77,0.83,0.87,0.93,0.98]
y5 = [0,0,0.02,0.11,0.32,0.77,0.82,0.90,0.95,1]
 
 
plt.plot(x1,y1,'bo-',label='m=2, p=10%',markersize=20) # in 'bo-', b is blue, o is O marker, - is solid line and so on
plt.plot(x1,y2,'gv-',label='m=4, p=10%',markersize=20)
plt.plot(x1,y3,'ys-',label='m=6, p=10%',markersize=20)
plt.plot(x1,y4,'ch-',label='m=8, p=10%',markersize=20)
plt.plot(x1,y5,'mD-',label='m=10, p=10%',markersize=20)

fig1 = plt.figure(1)
axes = plt.subplot(111)  
#代码没什么好说的，这里只说一下plt.subplot(111)这个函数。
#plt.subplot(111)和plt.subplot(1,1,1)是等价的。意思是将区域分成1行1列，当前画的是第一个图（排序由行至列）。
#plt.subplot(211)意思就是将区域分成2行1列，当前画的是第一个图（第一行，第一列）。以此类推，只要不超过10，逗号就可省去。

#axes = plt.gca()
axes.set_xticks([-20,-15,-10,-5,0,5,10,15,20])
axes.set_yticks([0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9,1.0])
axes.grid(True)  # add grid
 
plt.legend(loc="lower right")  #set legend location
plt.ylabel('Percentage')   # set ystick label
plt.xlabel('Difference')  # set xstck label
 
plt.savefig('plot_test1.png',dpi = 1000,bbox_inches='tight')
plt.show()