matplotlib / matplotlib/pytest-mpl
How to deal with multiple valid test results
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- Python
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描述
Depending on the version of matplotlib, the way it was installed, the way other dependencies were installed and a bunch of other random factors, the results of our image comparison tests can vary slightly.
Enough to fall way out of the tolerance window, but still being perfectly valid results.
So we have a set of multiple valid baseline images for most of our tests, but don't really have a good way to actually test if any of them matches.
Right now, we are using our own fork of pytest-mpl, which does support testing against multiple baselines: https://github.com/OGGM/pytest-mpl
But maintaining that has been a consistent pain, and it's getting harder the more upstream pytest-mpl evolves.
This must be a general issue not only we have. What is the proper way to deal with it?
贡献指南
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从这里开始
- 先读完整个 Issue,再读项目的贡献指南。
- 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
- Fork 仓库,在一个分支上完成修改。
- 提交 Pull Request,并在描述里引用这个 Issue 编号。
调研方向
首先阅读现有的 pytest-mpl 图像比较行为,以及支持多个基线的链接 OGGM/pytest-mpl fork。明确应如何选择候选基线,以及什么构成匹配;完成的标准是形成一种有文档记录且可维护的方法,能够针对多个有效图像进行测试,而不依赖该 fork。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- python
- 领域
- testing-qa
- Issue 类型
- 功能
- 难度
- 5/5
- 预计耗时
- 一周以上
- 活跃度
- 停滞
- 描述清晰度
- 需要澄清
- 新手友好度
- 25/100