# coding=utf-8 
# matplotlib背景透明示例图 
# python 3.5 
 
import numpy as np 
import matplotlib.pyplot as plt 
from pylab import mpl 
import scipy.stats as stats 
 
# 设置中文字体 
mpl.rcParams['font.sans-serif'] = ['SimHei'] 
 
 
def autolabel(rects): 
 # attach some text labels 
 for rect in rects: 
  height = rect.get_height() 
  # 设置标注文字及位置 
  ax.text(rect.get_x() + rect.get_width() / 2, 0.03 + height, '%.4f' % height, ha='center', va='bottom') 
 
# 数据 
testData = [[0.87, 0.40, 0.56], 
   [0.97, 0.50, 0.33], 
   [0.88, 0.30, 0.44], 
   [0.25, 0.23, 0.17], 
   [0.73, 0.33, 0.45]] 
 
N = 3 
width = 0.5 
ind = np.arange(width, width*6*N, width*6) 
 
fig, ax = plt.subplots() 
rectsTest1 = ax.bar(ind, (testData[0][0], testData[0][1], testData[0][2]), width, color=(0, 0, 1, 1), edgecolor=(0, 0, 1, 1)) 
 
rectsTest2 = ax.bar(ind + width, (testData[1][0], testData[1][1], testData[1][2]), width, color=(1, 0, 0, 1), edgecolor=(1, 0, 0, 1)) 
 
rectsTest3 = ax.bar(ind + 2*width, (testData[2][0], testData[2][1], testData[2][2]), width, color=(0, 1, 0, 1), edgecolor=(0, 1, 0, 1)) 
 
rectsTest4 = ax.bar(ind + 3*width, (testData[3][0], testData[3][1], testData[3][2]), width, color=(1, 0.6471, 0, 1), edgecolor=(1, 0.6471, 0, 1)) 
 
rectsTest5 = ax.bar(ind + 4*width, (testData[4][0], testData[4][1], testData[4][2]), width, color=(0.5804, 0, 0.8275, 1), edgecolor=(0.5804, 0, 0.8275, 1)) 
 
ax.set_xlim(0, 9.5) 
ax.set_ylim(0, 1.4) 
ax.set_ylabel('数值') 
ax.yaxis.grid(True) 
ax.set_xticks(ind + width * 2.5) 
ax.set_xticklabels(('P', 'R', 'F')) 
 
# 设置图例 
legend = ax.legend((rectsTest1, rectsTest2, rectsTest3, rectsTest4, rectsTest5), ('test1', 'test2', 'test3', 'test4', 'test5')) 
frame = legend.get_frame() 
frame.set_alpha(1) 
frame.set_facecolor('none') # 设置图例legend背景透明 
 
# 给每个数据矩形标注数值 
autolabel(rectsTest1) 
autolabel(rectsTest2) 
autolabel(rectsTest3) 
autolabel(rectsTest4) 
autolabel(rectsTest5) 
 
plt.savefig('C:/Users/XX/Desktop/test.png', format='png', bbox_inches='tight', transparent=True, dpi=600) # bbox_inches='tight'