如何在 R 中反应性地更改 ShinyDashboard 框的标题？

Question

我的代码如下所示，用户可以从 sidebarpanel select 定位，并根据用户 select 离子数据显示在 mainpanel 中。接下来，我想根据用户 selection 动态更改情节的 title。例如，如果用户 selects location1 那么 Plot 的图块应该显示 "Loc1"（下图突出显示了我需要更改标题的地方）。我不确定如何在 ShinyDashboard

请提供代码解释。

代码：

library(shiny)
library(shinydashboard)


resetForm<-function(session){
  updateSelectInput(session,"slct1",selected = ' ')
}
ui<-dashboardPage(
    dashboardHeader(title="System Tracker"),
    dashboardSidebar(
      selectInput('slct1',"Select Location",choices = c(" ",d$Locations)),
      actionButton('clear',"Reset Form"),
      h4("Powered by:"),
      tags$img(src='baka.png',height=50,width=50)
    ),
    dashboardBody(
      #fluidRow(
       # box( DT::dataTableOutput("mytable")),
        #     box(plotlyOutput('out'))
      conditionalPanel(
        #Uses a Javascript formatted condition
        condition="input.slct1 !== ' '",
        box( DT::dataTableOutput("mytable")),
        box(plotlyOutput('out'),status = 'warning',solidHeader = T)
      )

      )
)


server<-function(input, output,session) {
  output$mytable = DT::renderDataTable({
    req(input$slct1)

    d %>%
      filter(Locations==input$slct1)

  })


  output$out<-renderPlotly({

    req(input$slct1)
    data_filter<-dd %>%
      filter(Locations==input$slct1)

    req(nrow(data_filter)>0) #

    ggplotly(ggplot(data_filter, aes(Systems,frequency,fill=year)) +
               geom_col(position = 'stack')+geom_text(aes(label=label), position = position_stack(vjust = .5)))#+
               #facet_grid(.~Locations, space= "free_x", scales = "free_x"))

  })


  observeEvent(input$clear,{
    req(input$slct1)
    resetForm(session)
  })
}

shinyApp(ui, server)

数据：

structure(list(Systems = c("Sys1", "Sys1", "Sys2", "Sys3", "Sys4", 
"Sys6", "Sys7"), Locations = c("loc1", "loc1", "loc1", "loc2", 
"loc2", "loc3", "loc1"), year = structure(c(2L, 1L, 1L, 1L, 1L, 
3L, 3L), .Label = c("2019", "2018", "0"), class = "factor"), 
    frequency = c(1L, 2L, 1L, 1L, 1L, 0L, 0L), freq_cal = c(33.33, 
    66.67, 100, 100, 100, 0, 0), label = c("33.33%", "66.67%", 
    "100.00%", "100.00%", "100.00%", "0.00%", "0.00%")), row.names = c(NA, 
-7L), class = "data.frame")

Answer 1

好的，所以您需要在服务器端渲染框并将其推送到 ui

尝试在您的 server

中添加以下部分

...
  output$box_test <- renderUI({
    req(input$slct1)
    box(title = input$slct1, status = "primary",solidHeader = TRUE)
  })

...

并关注您的 ui


...
  dashboardBody(
    #fluidRow(
    # box( DT::dataTableOutput("mytable")),
    #     box(plotlyOutput('out'))
    conditionalPanel(
      #Uses a Javascript formatted condition
      condition="input.slct1 !== ' '",
      box( DT::dataTableOutput("mytable")),
      box(plotlyOutput('out'),status = 'warning',solidHeader = T)
    ),
    uiOutput("box_test")


    )
...

Answer 2

您可以结合使用 uiOutput 和 renderUI 来实现此目的，方法是将 box() 函数从 UI 移动到服务器中，如下所示，

library(shiny)
library(plotly)
library(shinydashboard)

d = structure(list(Systems = c("Sys1", "Sys1", "Sys2", "Sys3", "Sys4", 
                           "Sys6", "Sys7"), Locations = c("loc1", "loc1", "loc1", "loc2", 
                                                          "loc2", "loc3", "loc1"), year = structure(c(2L, 1L, 1L, 1L, 1L, 
                                                                                                      3L, 3L), .Label = c("2019", "2018", "0"), class = "factor"), 
               frequency = c(1L, 2L, 1L, 1L, 1L, 0L, 0L), freq_cal = c(33.33, 
                                                                       66.67, 100, 100, 100, 0, 0), label = c("33.33%", "66.67%", 
                                                                                                              "100.00%", "100.00%", "100.00%", "0.00%", "0.00%")), row.names = c(NA, 
                                                                                                                                                                                 -7L), class = "data.frame")


ui<-dashboardPage(
  dashboardHeader(title="System Tracker"),
  dashboardSidebar(
    selectInput('slct1',"Select Location",choices = c(" ",d$Locations)),
    actionButton('clear',"Reset Form"),
    h4("Powered by:"),
    tags$img(src='baka.png',height=50,width=50)
  ),
  dashboardBody(
    #fluidRow(
    # box( DT::dataTableOutput("mytable")),
    #     box(plotlyOutput('out'))
    conditionalPanel(
      #Uses a Javascript formatted condition
      condition="input.slct1 !== ' '",
      box(DT::dataTableOutput("mytable")),
      uiOutput("placeholder")
    )

  )
)


server<-function(input, output,session) {

  output$placeholder = renderUI({
    req(input$slct1)
    box(title = input$slct1,plotlyOutput('out'),status = 'warning',solidHeader = T)
  })

  output$mytable = DT::renderDataTable({
    req(input$slct1)

    d %>%
      filter(Locations==input$slct1)

  })


  output$out<-renderPlotly({
    req(input$slct1)

    data_filter<-d %>%
      filter(Locations==input$slct1)

    req(nrow(data_filter)>0)

    ggplotly(ggplot(data_filter, aes(Systems,frequency,fill=year)) +
               geom_col(position = 'stack')+geom_text(aes(label=label), position = position_stack(vjust = .5)))#+
    #facet_grid(.~Locations, space= "free_x", scales = "free_x"))

  })


  observeEvent(input$clear,{
    req(input$slct1)
    updateSelectInput(session,"slct1",selected = ' ')
  })
}

shinyApp(ui, server)

Answer 3

这个 post 可以追溯到很久以前，但如果有人感兴趣的话，我已经找到了一种无需将 box 放在服务器部分的方法！诀窍是只为框标题创建 renderUI。它实际上可以在 box(title = ...) 参数中输入 uiOutput。

使用上面@Sada93提供的正确解决方案，你只需要更换

uiOutput("placeholder")

来自

box(title = uiOutput("placeholder"), plotlyOutput('out'), status = 'warning',solidHeader = T)

和

  output$placeholder = renderUI({
    req(input$slct1)
    box(title = input$slct1,plotlyOutput('out'),status = 'warning',solidHeader = T)
  })

来自

output$placeholder = renderUI({
    req(input$slct1)
    paste("Pasting something before the input$slct1 value :", input$slct1)
  })

希望对您有所帮助:)！干杯

如何在 R 中反应性地更改 ShinyDashboard 框的标题？

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