plotly / plotly/plotly.js

[FEATURE]: Heatmap with custom colour for NaN values

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enhancement feature P3 size: 1
主要语言
JavaScript
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描述

Description

Currently, z-values of NaN get rendered as transparent in heatmaps. Adding a new parameter nancolor to the heatmap would fix this by allowing users to set a specific colour for NaN values.

Why should this feature be added?

Biomedical data often contains missing values, visualising them explicitly within heatmaps (i.e. without imputation or defaulting to transparent which often visually clashes with the used colour scales) allows for proper communication of the data.

Mocks/Designs

See #1170

Notes

This feature has already been requested in in #975 and a PR with the necessary changes had previously been opened in #1170. While a workaround has been suggested, I believe this could hurt performance for large heatmaps and a new parameter would be more clean. Since the issue is still of concern, I created this new issue as requested here.

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  4. 提交 Pull Request,并在描述里引用这个 Issue 编号。

调研方向

首先跟踪 plotly.js 中的热力图渲染入口,并查看 #1170 中讨论过的先前实现。确认当前 NaN z-values 的渲染方式,然后定义覆盖范围,证明在不改变正常热力图颜色或行为的情况下,会应用所提供的 nancolor。

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评估

技术栈
javascript
领域
data-visualization
Issue 类型
功能
难度
4/5
预计耗时
3-5 天
活跃度
冷清
描述清晰度
基本清楚
新手友好度
48/100

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