Chapter 4 Reactive Programming

Before entering the topic of this chapter, let’s have a look at the solution to Exercise 6.

The ui.R:

library(shiny)
shinyUI(fluidPage(
  sidebarLayout(
    sidebarPanel(
       sliderInput("nrows",
                   "Number of rows:",
                   min = 1,
                   max = 50,
                   value = 10)
    ),
    mainPanel(
       plotOutput("carsPlot"),
       tableOutput("carsTable")
    )
  )
))

The server.R:

library(shiny)
shinyServer(function(input, output) {
  output$carsPlot <- renderPlot({
    plot(head(cars, input$nrows))
  })
  output$carsTable <- renderTable({
    head(cars, input$nrows)
  })
})

The solution given above works, but not perfect. A better solution would be:

shinyServer(function(input, output) {
  df <- reactive({
    head(cars, input$nrows)
  })
  output$plot <- renderPlot({
    plot(df())
  })
  output$table <- renderTable({
    df()
  })
})