Matplotlib：点不显示在SVG中

Question

我有一个散点图，我想输出为SVG（Python 3.5）。但是，当与agg一起使用作为后端时，有些点就会丢失。查看数据和PNG和SVG输出。这是某种错误配置还是错误？

代码：

import matplotlig 
matplotlib.use('agg') 
import matplotlib.pyplot as plt 

x = [22752.9597858324,33434.3100283611,None,None,3973.2239542398,None,None,None 
,None,None,None,None,None,960.6513071797,None,None,None,None,None,None,None 
,None,None,None,None,None,749470.931292081,None,None,None,None,None,None 
,None,None,None,None,None,None,None,None,23045.262784499,None,None,None 
,None,None,None,None,1390.8383822667,None,None,9802.5632611025 
,3803.3240362092,None,None,None,None,None,2058.1191666219,None 
,3777.5383953988,None,91224.0759036624,23296.1857550166,27956.249381887 
,None,237247.707648005,None,None,None,None,None,None,None,None,None 
,760.3493458787,None,321687.799104496,None,None,22339.5617383239,None,None 
,None,None,None,28135.0261453192,None,None,None,None,None,None,None 
,1687.4387356974,None,None,29037.8494868489,None,None,None,None,None,None 
,None,3937.3066755226,None,None,None,None] 
y = [63557.4319306279,None,None,None,9466.0204228915,None,None,None,None,None 
,None,None,None,3080.3393940948,None,None,None,None,None,None,None,None 
,None,None,None,None,592184.803802073,None,None,None,None,None,None,None 
,None,None,None,None,None,None,None,18098.725166318,None,None,None,None 
,None,None,None,789.2710621298,None,None,7450.9539135753,4251.6033622036 
,None,None,None,None,None,1277.1691956597,None,4273.5950324508,None 
,51861.5572682614,19415.3369388317,2117.2407148378,None,160776.887146683 
,None,None,None,None,None,None,None,None,None,1550.3003177484,None 
,402333.163939038,None,None,16604.3340243551,None,None,None,None,None 
,32545.0784355136,None,None,None,None,None,None,None,2567.9264180605,None 
,None,45786.935597305,None,None,None,None,None,None,None,5645.5218715636 
,None,None,None,None] 
fig = plt.figure() 
ax = fig.add_subplot(111) 
ax.plot(x, y, '.') 
fig.savefig('/home/me/test_svg', format='svg') 
fig.savefig('/home/me/test_png', format='png') 

结果：

PNG：

SVG：

Answer 1

该问题似乎与None值有关。尽管如果不存在匹配点，那么根本没有包含任何点，它似乎会影响SVG的渲染。删除这两个条目，如果在其中一个点是None解决了这个问题。

data = np.array([x, y]) 
data = data.transpose() 
# Filter out pairs of points of which at least one is None. 
data = [pair for pair in data if pair[0] and pair[1]] 
data = np.array(data).transpose() 
x = data[0] 
y = data[1] 
ax.plot(x, y, '.') 
fig.savefig('/home/me/test_svg', format='svg') 
fig.savefig('/home/me/test_png', format='png')