Mastering Shiny

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[toc]

8 User feedback

8.1 Validation

8.1.1 Validating input

library(shiny);ui <- fluidPage(
  shinyFeedback::useShinyFeedback(),
  numericInput("n", "n", value = 10),
  textOutput("half")
)
server <- function(input, output, session) {
  half <- reactive({
    even <- input$n %% 2 == 0
    shinyFeedback::feedbackWarning("n", !even, "Please select an even number")
    input$n / 2    
  })
  output$half <- renderText(half())
};shinyApp(ui,server)

8.1.2 Cancelling execution with req()

ui <- fluidPage(
  selectInput("language", "Language", choices = c("", "English", "Maori")),
  textInput("name", "Name"),
  textOutput("greeting")
)
server <- function(input, output, session) {
  greetings <- c(
    English = "Hello", 
    Maori = "Kia ora"
  )
  output$greeting <- renderText({
    req(input$language, input$name)
    paste0(greetings[[input$language]], " ", input$name, "!")
  })
}
}

8.1.3 req() and validation

library(shiny);ui <- fluidPage(
  shinyFeedback::useShinyFeedback(),
  textInput("dataset", "Dataset name"), 
  tableOutput("data")
)
server <- function(input, output, session) {
  data <- reactive({
    req(input$dataset)
    exists <- exists(input$dataset, "package:datasets")
    shinyFeedback::feedbackDanger("dataset", !exists, "Unknown dataset")    
    req(exists, cancelOutput = T)
    get(input$dataset, "package:datasets")
  })
  output$data <- renderTable({
    head(data())
  })
};shinyApp(ui,server)

8.1.4 Validate output

ui <- fluidPage(
  numericInput("x", "x", value = 0),
  selectInput("trans", "transformation", 
    choices = c("square", "log", "square-root")
  ),
  textOutput("out")
)
server <- function(input, output, session) {
  output$out <- renderText({
   	if (input$x < 0 && input$trans %in% c("log", "square-root")) {
      validate("x can not be negative for this transformation")
    }
    switch(input$trans,
      square = input$x ^ 2,
      "square-root" = sqrt(input$x),
      log = log(input$x)
    )
  })
};shinyApp(ui,server)

8.2 Notifications

ui <- fluidPage(
  actionButton("goodnight", "Good night")
)
server <- function(input, output, session) {
  observeEvent(input$goodnight, { 
    showNotification("So long") 
    Sys.sleep(1)
    showNotification("Farewell")
    Sys.sleep(1)
    showNotification("Auf Wiedersehen")
    Sys.sleep(1)
    showNotification("Adieu")
  })
};shinyApp(ui,server)

8.2.1 Transient notification

8.2.2 Removing on completion

8.2.3 Progressive updates

8.3 Progress bars

8.3.1 Shiny

8.3.2 Waiter

8.3.3 Spinners

8.4 Confirming and undoing

8.4.1 Explicit confirmation

8.4.2 Undoing an action

8.4.3 Trash

8.5 Summary