plotOutput: Create an plot or image output element

In shiny: Web Application Framework for R

Create an plot or image output element

Description

Render a renderPlot() or renderImage() within an application page.

Usage

imageOutput(
  outputId,
  width = "100%",
  height = "400px",
  click = NULL,
  dblclick = NULL,
  hover = NULL,
  brush = NULL,
  inline = FALSE,
  fill = FALSE
)

plotOutput(
  outputId,
  width = "100%",
  height = "400px",
  click = NULL,
  dblclick = NULL,
  hover = NULL,
  brush = NULL,
  inline = FALSE,
  fill = !inline
)

Arguments

outputId	output variable to read the plot/image from.
width, height	Image width/height. Must be a valid CSS unit (like "100%", "400px", "auto") or a number, which will be coerced to a string and have "px" appended. These two arguments are ignored when inline = TRUE, in which case the width/height of a plot must be specified in renderPlot(). Note that, for height, using "auto" or "100%" generally will not work as expected, because of how height is computed with HTML/CSS.
click	This can be NULL (the default), a string, or an object created by the clickOpts() function. If you use a value like "plot_click" (or equivalently, clickOpts(id="plot_click")), the plot will send coordinates to the server whenever it is clicked, and the value will be accessible via input$plot_click. The value will be a named list with x and y elements indicating the mouse position.
dblclick	This is just like the click argument, but for double-click events.
hover	Similar to the click argument, this can be NULL (the default), a string, or an object created by the hoverOpts() function. If you use a value like "plot_hover" (or equivalently, hoverOpts(id="plot_hover")), the plot will send coordinates to the server pauses on the plot, and the value will be accessible via input$plot_hover. The value will be a named list with x and y elements indicating the mouse position. To control the hover time or hover delay type, you must use hoverOpts().
brush	Similar to the click argument, this can be NULL (the default), a string, or an object created by the brushOpts() function. If you use a value like "plot_brush" (or equivalently, brushOpts(id="plot_brush")), the plot will allow the user to "brush" in the plotting area, and will send information about the brushed area to the server, and the value will be accessible via input$plot_brush. Brushing means that the user will be able to draw a rectangle in the plotting area and drag it around. The value will be a named list with xmin, xmax, ymin, and ymax elements indicating the brush area. To control the brush behavior, use brushOpts(). Multiple imageOutput/plotOutput calls may share the same id value; brushing one image or plot will cause any other brushes with the same id to disappear.
inline	use an inline (span()) or block container (div()) for the output
fill	Whether or not the returned tag should be treated as a fill item, meaning that its height is allowed to grow/shrink to fit a fill container with an opinionated height (see htmltools::bindFillRole()) with an opinionated height. Examples of fill containers include bslib::card() and bslib::card_body_fill().

Value

A plot or image output element that can be included in a panel.

Interactive plots

Plots and images in Shiny support mouse-based interaction, via clicking, double-clicking, hovering, and brushing. When these interaction events occur, the mouse coordinates will be sent to the server as ⁠input$⁠ variables, as specified by click, dblclick, hover, or brush.

For plotOutput, the coordinates will be sent scaled to the data space, if possible. (At the moment, plots generated by base graphics and ggplot2 support this scaling, although plots generated by lattice and others do not.) If scaling is not possible, the raw pixel coordinates will be sent. For imageOutput, the coordinates will be sent in raw pixel coordinates.

With ggplot2 graphics, the code in renderPlot should return a ggplot object; if instead the code prints the ggplot2 object with something like print(p), then the coordinates for interactive graphics will not be properly scaled to the data space.

Note

The arguments clickId and hoverId only work for R base graphics (see the graphics package). They do not work for grid-based graphics, such as ggplot2, lattice, and so on.

See Also

For the corresponding server-side functions, see renderPlot() and renderImage().

Examples

# Only run these examples in interactive R sessions
if (interactive()) {

# A basic shiny app with a plotOutput
shinyApp(
  ui = fluidPage(
    sidebarLayout(
      sidebarPanel(
        actionButton("newplot", "New plot")
      ),
      mainPanel(
        plotOutput("plot")
      )
    )
  ),
  server = function(input, output) {
    output$plot <- renderPlot({
      input$newplot
      # Add a little noise to the cars data
      cars2 <- cars + rnorm(nrow(cars))
      plot(cars2)
    })
  }
)


# A demonstration of clicking, hovering, and brushing
shinyApp(
  ui = basicPage(
    fluidRow(
      column(width = 4,
        plotOutput("plot", height=300,
          click = "plot_click",  # Equiv, to click=clickOpts(id="plot_click")
          hover = hoverOpts(id = "plot_hover", delayType = "throttle"),
          brush = brushOpts(id = "plot_brush")
        ),
        h4("Clicked points"),
        tableOutput("plot_clickedpoints"),
        h4("Brushed points"),
        tableOutput("plot_brushedpoints")
      ),
      column(width = 4,
        verbatimTextOutput("plot_clickinfo"),
        verbatimTextOutput("plot_hoverinfo")
      ),
      column(width = 4,
        wellPanel(actionButton("newplot", "New plot")),
        verbatimTextOutput("plot_brushinfo")
      )
    )
  ),
  server = function(input, output, session) {
    data <- reactive({
      input$newplot
      # Add a little noise to the cars data so the points move
      cars + rnorm(nrow(cars))
    })
    output$plot <- renderPlot({
      d <- data()
      plot(d$speed, d$dist)
    })
    output$plot_clickinfo <- renderPrint({
      cat("Click:\n")
      str(input$plot_click)
    })
    output$plot_hoverinfo <- renderPrint({
      cat("Hover (throttled):\n")
      str(input$plot_hover)
    })
    output$plot_brushinfo <- renderPrint({
      cat("Brush (debounced):\n")
      str(input$plot_brush)
    })
    output$plot_clickedpoints <- renderTable({
      # For base graphics, we need to specify columns, though for ggplot2,
      # it's usually not necessary.
      res <- nearPoints(data(), input$plot_click, "speed", "dist")
      if (nrow(res) == 0)
        return()
      res
    })
    output$plot_brushedpoints <- renderTable({
      res <- brushedPoints(data(), input$plot_brush, "speed", "dist")
      if (nrow(res) == 0)
        return()
      res
    })
  }
)


# Demo of clicking, hovering, brushing with imageOutput
# Note that coordinates are in pixels
shinyApp(
  ui = basicPage(
    fluidRow(
      column(width = 4,
        imageOutput("image", height=300,
          click = "image_click",
          hover = hoverOpts(
            id = "image_hover",
            delay = 500,
            delayType = "throttle"
          ),
          brush = brushOpts(id = "image_brush")
        )
      ),
      column(width = 4,
        verbatimTextOutput("image_clickinfo"),
        verbatimTextOutput("image_hoverinfo")
      ),
      column(width = 4,
        wellPanel(actionButton("newimage", "New image")),
        verbatimTextOutput("image_brushinfo")
      )
    )
  ),
  server = function(input, output, session) {
    output$image <- renderImage({
      input$newimage

      # Get width and height of image output
      width  <- session$clientData$output_image_width
      height <- session$clientData$output_image_height

      # Write to a temporary PNG file
      outfile <- tempfile(fileext = ".png")

      png(outfile, width=width, height=height)
      plot(rnorm(200), rnorm(200))
      dev.off()

      # Return a list containing information about the image
      list(
        src = outfile,
        contentType = "image/png",
        width = width,
        height = height,
        alt = "This is alternate text"
      )
    })
    output$image_clickinfo <- renderPrint({
      cat("Click:\n")
      str(input$image_click)
    })
    output$image_hoverinfo <- renderPrint({
      cat("Hover (throttled):\n")
      str(input$image_hover)
    })
    output$image_brushinfo <- renderPrint({
      cat("Brush (debounced):\n")
      str(input$image_brush)
    })
  }
)

}

shiny documentation built on Sept. 11, 2024, 7:24 p.m.