python - Matplotlib - 显示 .plot 和 .bar 的图例

Question

下面的代码

import numpy as np
import matplotlib.pyplot as plt

x = [1,2,3,4,5]
y = np.array([0.1,0.5,0.4,0.3,0.4])
p = [0.6,0.3,0.15,0.1,0.5]

f, axes = plt.subplots(1,2,figsize=(20,4))   

axes[0].plot(x,y)
axes[0].plot(x,y+0.05)
axes[0].bar(x,p,color="r",alpha=0.2)
axes[1].plot(x,y)
axes[1].plot(x,y+0.05)
axes[1].bar(x,p,color="r",alpha=0.2)

aliases = ["data1","data2","probabiity"]

handles = axes[1].get_lines()
f.legend(handles, aliases, loc='upper center', ncol=len(aliases),  fontsize=10, bbox_to_anchor=(0.5, 1))
plt.savefig("temp.pdf")

产生下图。它只显示图例 data1和 data2对于折线图，但条形图的图例为空。如何让 matplotlib 在同一个图例中包含条形图？

Answer 1

问题是

handles = axes[1].get_lines()

显然 bar 的结果不是一条线。您还需要包含补丁集合对象:

handles = axes[1].get_lines() + axes[1].containers

请参阅此处以供引用:

How do I get all bars in a matplotlib bar chart?

How to get a BarContainer Object from an AxesSubplot object in matplotllib?