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Retina+jpeg option?

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难度
4/5
预计耗时
3-5 天
新手友好度
35/100
Issue 类型
功能
描述清晰度
需要澄清
活跃度
冷清
技术栈
jupyter, jupyter-notebook

调研方向

该 issue 没有指明源文件或测试。首先跟踪 inline backend 如何处理 figure_format 设置和 Retina 尺寸调整,然后将 JPEG 的行为与链接的 Matplotlib issue 和 Stack Overflow 问题进行比较;完成的标准应是有一种定义明确且经过测试的方法,能够生成尺寸适当的 JPEG notebook 图片。

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描述

I often work with complex matplotlib figures with millions of points, which I've been displaying in my notebooks using the ipython magic %config InlineBackend.figure_format = 'retina'. Unfortunately, these inline images are quite large in terms of file size.

I'm looking for general suggestions on how to reduce the size of my ipynb files, which can grow into the 10s or even hundreds of MB in size and become a bit unwieldy.

One thought I had was to switch to generating jpegs, but while it looks like I can meaningfully reduce the file size by switching the backend to jpeg and increasing the dpi to 2x:

from matplotlib import rcParams
%config InlineBackend.figure_format = 'jpeg'
rcParams['figure.dpi'] = 200

From this repo, it looks like I can dial in jpeg compression values, which should help reduce file size. However, I can't figure out how to size the jpegs appropriately for a retina display (they're twice as large as they should be, and slightly blurry). Is there a way to display jpegs in jupyter notebooks at similar resolution and size to the defaults provided by 'retina' mode?

See also:
Matplotlib issue
Stackoverflow question

主要语言
Jupyter Notebook
星标
31
派生
39
PR 合并指标
30 天内没有已合并 PR

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