I want to have a plot in my shiny app that the user can click on or choose certain regions, so I'm using the click and brush arguments of plotOutput
. My problem is that when a brush is initiated, the click handler is also called. I want to know when a click is made, and I want to know when a brush is made, but if a click is part of a brush then I want to ignore it.
Example: in the following app, if you just brush (click somewhere and drag the mouse), you get a "click" message as well as a "brush" message. I want to only get the "brush" message in that case.
library(shiny)
library(ggplot2)
runApp(shinyApp(
ui = fluidPage(
plotOutput("plot", click = "click", brush = "brush")
),
server = function(input, output, session) {
output$plot <- renderPlot({
ggplot(mtcars, aes(wt, mpg)) + geom_point()
})
observeEvent(input$click, {
cat("clicked\n")
})
observeEvent(input$brush, {
cat("brushed\n")
})
}
))
I know it's just a workaround, but my only solution for this was to undo the action of the last click when the brush is activated; I needed this for a plot where the user could add points by clicking. Using the brushing will first create the point and remove it after releasing the click button. Just a drawback: sometimes you click and do a micro-brush without noticing, in this case it won't create the point obviously. My app:
library(shiny); library(dplyr); library(ggplot2)
ui <- fluidPage(
fluidRow(
h1("add by clicking anywhere on the plot"),
plotOutput("mainplot",
click="mainplot_click",
brush=brushOpts(id="mainplot_brush"))
),
fluidRow(
actionButton("add", "add"),
actionButton("reset", "reset")
)
)
server <- function(input, output, session) {
vals = reactiveValues(
keeprows = rep(TRUE, nrow(mtcars)),
mydata = mtcars
)
observeEvent(input$mainplot_click, handlerExpr = {
my.x = input$mainplot_click$x
my.y = input$mainplot_click$y
vals$mydata <- vals$mydata %>% bind_rows(data.frame("wt"=my.x, "mpg"=my.y))
})
output$mainplot = renderPlot({
temp = vals$mydata
ggplot() +geom_point(data=temp, col="black", fill="white", size=3) + aes(x=wt, y=mpg)
})
observeEvent(input$mainplot_brush, handlerExpr = {
vals$mydata <- vals$mydata %>% head(-1)
})
observeEvent(input$reset, handlerExpr = {
vals$mydata <- mtcars
vals$keeprows <- rep(TRUE, nrow(mtcars))
})
session$onSessionEnded(stopApp)
}
shinyApp(ui, server)
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