matplotlib / matplotlib/ipympl

Displaying a previously created Matplotlib figure in a widget

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主要语言
Jupyter Notebook
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描述

I'm trying to find a way to take a figure previously created, and show it inside a widget, without losing interactivity.
Here's a short version of my approach (which may not be the right one):

fig = plt.figure() # previously created figure
out = widgets.Output()
with out:
    display(fig)
# other things happening
display(widgets.HBox([fig.canvas, some_other_fig]))

If I first create a figure in the notebook outside of an Output widget, and then wish to include it later inside something like an HBox next to a second figure, I seem to lose interactivity with the figure (including the nice ipympl zoom interface).

Here is a nbviewer view of a MWE notebook I created, download it top right on the window. It's best if one downloads it and runs it since the first figure appears buggy in the nbviewer.

Additionally, and I might create a new issue for this - if I call fig1 at the end of the notebook, I get an unexpected error. Here I'd expect the regular figure to be shown. The error is AttributeError: 'NoneType' object has no attribute '_send_event'.

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调研方向

下载并运行链接的 Output Example Notebook,以使用之前创建的 figure、Output widget 和 HBox 重现该行为。首先跟踪所显示的 figure 及其 canvas 是如何处理的,然后验证 figure 在 HBox 中仍保留 ipympl 交互性,并确认显示 fig1 不再引发所报告的 NoneType 错误。

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评估

技术栈
jupyter-notebook, matplotlib, python
领域
data-visualization, frontend
Issue 类型
缺陷
难度
4/5
预计耗时
3-5 天
活跃度
停滞
描述清晰度
基本清楚
新手友好度
35/100

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