我试图用pyplot绘制一个简单的图形,例如:

import matplotlib.pyplot as plt
plt.plot([1,2,3],[5,7,4])
plt.show()

但是这个图没有出现,我得到了以下消息:

UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.

我在几个地方看到必须使用以下命令更改matplotlib的配置:

import matplotlib
matplotlib.use('TkAgg')
import matplotlib.pyplot as plt

我这样做了,但得到了一个错误消息,因为它找不到一个模块:

ModuleNotFoundError: No module named 'tkinter'

然后,我尝试使用pip install tkinter(在虚拟环境中)安装“tkinter”,但它没有找到它:

Collecting tkinter
  Could not find a version that satisfies the requirement tkinter (from versions: )
No matching distribution found for tkinter

我还应该提到,我是在使用虚拟环境的Pycharm Community Edition IDE上运行所有这些,并且我的操作系统是Linux/Ubuntu 18.04。

我想知道我如何解决这个问题,以便能够显示图形。


当前回答

After upgrading lots of packages (Spyder 3 to 4, Keras and Tensorflow and lots of their dependencies), I had the same problem today! I cannot figure out what happened; but the (conda-based) virtual environment that kept using Spyder 3 did not have the problem. Although installing tkinter or changing the backend, via matplotlib.use('TkAgg) as shown above, or this nice post on how to change the backend, might well resolve the problem, I don't see these as rigid solutions. For me, uninstalling matplotlib and reinstalling it was magic and the problem was solved.

pip uninstall matplotlib

... 然后,安装

pip install matplotlib

综上所述,这可能是一个包管理问题,顺便说一句,只要可行,我就同时使用conda和pip。

其他回答

当我在Spyder上遇到这个错误时,我从一行一行地运行我的代码,改为突出显示我的绘图代码块并一次性运行。瞧,图像出现了。

我在Windows 7和PyCharm Pro上也遇到过同样的问题。 它发生在我安装金融软件包“ffn”之后

import ffn

Matplotlib后端更改为“add”。 你可以检查当前后端:

matplotlip.get_backend()

您可以通过以下方式更改当前后端:

matplotlib.use(backend = "module://backend_interagg")

这在一个额外的或内部窗口中为我的PyCharm Professional解决了问题。

运行 % matplotlib内联 曾经为我解决了这个问题。 我在这里找到了答案:当我在jupyter笔记本电脑中使用matplotlib时,它总是引发“matplotlib目前正在使用非gui后端”错误? 由用户Mulugeta Weldezgina

在导入时内联添加%matplotlib有助于平滑绘图 笔记本

%matplotlib inline
import matplotlib.pyplot as plt

%matplotlib inline将matplotlib后端设置为“内联” 后端: 有了这个后端,绘图命令的输出将内联显示 就像Jupyter笔记本一样,在代码的正下方 产生它的细胞。生成的图形也将存储在 笔记本文档。

我的问题开始后,我使用pandas_profile(或类似的东西),运行%matplotlib内联一次固定的背景从无头等。

我添加了%matplotlib内联 我的情节出现在朱庇特笔记本上。

这个问题的解决方法是: 确保把这条线放好

%matplotlib inline

在代码头部

像这样

# In an IPython notebook¶
# This magic just sets up matplotlib's interactive mode
%matplotlib inline
# So you have to explicitely import the module into the namespace
import matplotlib.pyplot as pl
import numpy as np
# Create the figure object
fig = pl.figure(figsize=(12, 8))
x = np.arange(0, 4 * np.pi, 0.1)
y = np.sin(x)
pl.plot(x, y)

%matplotlib inline turns on “inline plotting”, where plot graphics will appear in your notebook. This has important implications for interactivity: for inline plotting, commands in cells below the cell that outputs a plot will not affect the plot. For example, changing the color map is not possible from cells below the cell that creates a plot. However, for other backends, such as qt4, that open a separate window, cells below those that create the plot will change the plot - it is a live object in memory. If you are not using matplotlib in interactive mode at all, figures will only appear if you invoke

有关%matplotlib内联的更多信息,请参阅此链接