plotly / plotly/plotly.R

ggplotly doesn't display geom_rect with ymin = -Inf and ymax = Inf

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bug ggplotly
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描述

In ggplot::geom_rect(), one can specify the aesthetics ymin = -Inf and ymax = Inf, which will draw the rectangles to the limit of the plotting area. Apparently, ggplotly does not support this behaviour, and will fail to display the rectangles when a ggplot object with such a geom_rect is passed.

Motivation This behaviour of geom_rect is especially useful for indicating time periods of interest when plotting time series. Workarounds such as manually specifying the ymin and ymax limits to mimic the behaviour are much less effective: it can be difficult to know in advance what those limits should be, and they are affected by expand settings in the scale specification.

# Plot definition
example_plot = economics %>%
  ggplot() +
  geom_line(aes(x = date, y = psavert)) +
  geom_rect(data = data.frame(xmin = seq(as.Date('1970-01-01'),
                                         as.Date('2010-01-01'),
                                         '10 years'),
                              xmax = seq(as.Date('1975-01-01'),
                                         as.Date('2015-01-01'),
                                         '10 years'),
                              ymin = -Inf, ymax = Inf),
            aes(xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax))
# Base ggplot object
example_plot

image

# Calling ggplotly
example_plot %>% ggplotly()

image

Note ggplotly image above captured using 'export' function on Viewer pane in RStudio.

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调研方向

首先通过 ggplotly() 运行提供的 economics 和 geom_rect 示例,然后跟踪 geom_rect 的 ggplotly 转换入口点。比较基础 ggplot 和渲染后的输出;当 ymin = -Inf 且 ymax = Inf 的矩形显示到绘图区域边界时,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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