Unable to show figures in VS Code

Describe the issue

In VS Code Jupyter Notebook, after using %matplotlib widget or %matplotlib ipympl, no figures will show.

Minimal example:

# Enabling the `widget` backend.
# This requires jupyter-matplotlib a.k.a. ipympl.
# ipympl can be install via pip or conda.
%matplotlib widget

import matplotlib.pyplot as plt
import numpy as np
# Testing matplotlib interactions with a simple plot
fig = plt.figure()
plt.plot(np.sin(np.linspace(0, 20, 100)))

Versions

 3.13.3 (main, Apr  8 2025, 13:54:08) [Clang 19.1.7 ]
ipympl version: 0.9.7
Selected Jupyter core packages...
IPython          : 9.2.0
ipykernel        : 6.29.5
ipywidgets       : 8.1.7
jupyter_client   : 8.6.3
jupyter_core     : 5.7.2
jupyter_server   : 2.16.0
jupyterlab       : 4.4.2
nbclient         : 0.10.2
nbconvert        : 7.16.6
nbformat         : 5.10.4
notebook         : 7.4.2
qtconsole        : not installed
traitlets        : 5.14.3
JupyterLab v4.4.2
/Volumes/Workspace/be-project/data/.venv/share/jupyter/labextensions
        jupyterlab_pygments v0.3.0 enabled OK (python, jupyterlab_pygments)
        jupyter-matplotlib v0.11.7 enabled OK
        @jupyter-notebook/lab-extension v7.4.2 enabled OK
        @jupyter-widgets/jupyterlab-manager v5.0.15 enabled OK (python, jupyterlab_widgets)

(jupyter nbextension results "Jupyter command jupyter-nbextension not found.")

首先，在 VS Code 中使用 %matplotlib widget 或 %matplotlib ipympl，并使用所列出的 Python、ipympl、JupyterLab 和扩展版本，重现最小 notebook 示例。将结果与报告的行为进行比较；当交互式图形在 VS Code 中渲染出来时，即表示完成。