plotly / plotly/plotly.R

Monochrome Heatmap + plotly removes the heatmap color

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ggplotly
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描述

Hello, I had previously described an issue I faced with heatmaply here: https://stackoverflow.com/questions/50976183/heatmaply-color-when-all-elements-are-the-same-value, and one of the answers pointed out the fact that this was a plotly bug, not a heatmaply bug.

Essentially, when a heatmap for a matrix where all the values are the same (so a monochrome heatmap) is passed to ggplotly, the resulting plotly plot removes the color and renders it all in gray.

library(ggplot2)
library(plotly)
#> 
#> Attaching package: 'plotly'
#> The following object is masked from 'package:ggplot2':
#> 
#>     last_plot
#> The following object is masked from 'package:stats':
#> 
#>     filter
#> The following object is masked from 'package:graphics':
#> 
#>     layout
library(viridis)
#> Loading required package: viridisLite
x <- rep(1, 10)
g <- ggplot(data.frame(x), aes(x=x, y=x, fill=x)) + 
    geom_tile() + 
    scale_fill_viridis(limits = c(0, 1))
g

Created on 2018-06-29 by the reprex package (v0.2.0.9000).

When ggplotly(g) is run, the output is as follows:

I tried attaching this to the reprex but could not, as reprex does not seem to play well with plotly objects, or I am missing something

As you can see, plotly removes the coloring in the heatmap. What is the problem here?

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调研方向

首先运行随附的 R 示例,使用 ggplot2 和 plotly,将带颜色的 ggplot 热图与 ggplotly(g) 的结果进行比较。跟踪所有值都相同的矩阵的转换行为;当 ggplotly 保留热图颜色而不是将图块渲染为灰色时,即表示完成。

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评估

技术栈
plotly, r
领域
data-visualization
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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