I have a Shiny application that has two plots. If a user clicks on a point in the top plot, the x and y coordinate of that point are saved to a reactive Shiny variable (in the code below, it is called pointSel).
In the bottom plot, I would like the x and y coordinate from this pointSel to be plotted as a green point. I have this working currently (as seen in the script below). However, each time the pointSel object is updated, the second plot is plotted all over again. Instead, I am trying to keep the second plot background unplotted and to simply overlay a new green point on top of it.
I believe this would require two things:
1) The isolate() function applied to "data = pointSel()" in the onRender() function.
2) Some syntax that alerts to only add the green dot trace if the pointSel has been updated. I put tentative syntax for this in comments "$('#pointSel').on('click',function()".
Below is my code:
library(plotly)
library(GGally)
library(hexbin)
library(htmlwidgets)
library(tidyr)
library(shiny)
library(edgeR)
library(EDASeq)
library(dplyr)
library(data.table)
library(ggplot2)
ui <- shinyUI(fluidPage(
plotlyOutput("plot1"),
plotlyOutput("plot2")
))
server <- shinyServer(function(input, output) {
data <- data.frame(mpg=mtcars$mpg,qsec=mtcars$qsec)
output$plot1 <- renderPlotly({
p <- qplot(data$mpg,data$qsec)
pP <- ggplotly(p)
pP %>% onRender("
function(el, x, data) {
el.on('plotly_click', function(e) {
var pointSel = [e.points[0].x, e.points[0].y]
Shiny.onInputChange('pointSel', pointSel);
})}
", data = data)
})
pointSel <- reactive(input$pointSel)
output$plot2 <- renderPlotly({
p2 <- qplot(mpg,qsec,data=data, geom="point", alpha=I(0))
pP2 <- ggplotly(p2)
pP2 %>% onRender("
function(el, x, data) {
console.log('Whole bottom plot is being redrawn')
var myX = data[0]
var myY = data[1]
//$('#pointSel').on('click',function() {
var Traces = [];
var trace = {
x: [myX],
y: [myY],
mode: 'markers',
marker: {
color: 'green',
size: 10
}
};
Traces.push(trace);
Plotly.addTraces(el.id, Traces);
//})
}", data = pointSel())
})
})
shinyApp(ui, server)
Note: This is a similar problem to what I posted earlier and has a helpful answer (Shiny actionButton() output in onRender() function of htmlWidgets). I have been coming across variants of this problem (being unable to overlay aspects of a plot to a background plot in the onRender() function), and this current post is simply another variant of that problem. I am trying to find a similar answer for this situation! Thank you for any advice.
You can use define a custom message handler in your onRender
function and use it in server.R
to pass the selected point coordinates.
The onRender
function of the second plot could look like:
function(el, x, data) {
Shiny.addCustomMessageHandler('draw_point',
function(point) {
var Traces = [];
var trace = {
x: [point[0]],
y: [point[1]],
mode: 'markers',
marker: {
color: 'green',
size: 10
}
};
Traces.push(trace);
console.log(Traces);
Plotly.addTraces(el.id, Traces);
});
}
And in your server.R
you could do:
observe({
session$sendCustomMessage(type = "draw_point", input$pointSel)
})
Whenever a point is selected, the coordinates will be sent to the function defined in the onRender
and the point will be drawn.