如何在闪亮中创建层次结构反应式 table 和菜单

How to create a hierarchy reactive table and menu in shiny

我想做一个带有反应式 table 输出的层级菜单。我希望我的应用执行以下操作:

  1. 当我选择brand = w时,我可以选择的模型输入应该只是w的较低层次(在这种情况下:model应该是w123w456),并且 table 输出应该是 brand w

  2. 的子集
  3. 当我同时选择 brand = w 和 model = w123 时,table 输出应该列出 brand = w & model = w123

  4. 的子集

这是我的代码,有人能帮帮我吗?谢谢

ui:

library(shiny)

shinyUI((fluidPage(
   titlePanel("hirearchy data group"),
   sidebarLayout
   (
   sidebarPanel
   (
   selectInput("brand",label="choice the brand",choices=c("all","w","s")),
   selectInput("model",label="choice the model",choices=c("all","w123","w456","s99","s88"))

   ),

   mainPanel
   (
   dataTableOutput("table")
   )

   ))))

服务器:

library(shiny)

## test dataframe
df <- data.frame(id = c("1","1","1","1","1","1","2","2","2","2"),
                 brand = c("w","w","w","s","s","s","w","w","w","s"),
                 model = c("w123","w123","w456","s99","s88","s88","w123","w456","w456","s99"),
                 amount = c(10,9,7,8,6,4,7,3,2,8))
df$id=as.character(df$id)
df$brand=as.character(df$brand)
df$model=as.character(df$model)


shinyServer(function(input, output) {
   output$table <- renderDataTable({ 
      if(input$brand!="all") {df=df[which(df$brand==input$brand),]}
      if(input$model!="all") {df=df[which(df$model==input$model),]}

   df

   })

})

将此代码添加到您的服务器:

  # This gets re-evaluated when input$brand changes
  observeEvent(input$brand, {
    brand <- input$brand

    # Available model options based on brand
    choices <- switch(brand, "w" = c("all","w123","w456"),
                             "s" = c("all","s99","s88"),
                           "all" = c("all","w123","w456","s99","s88"))

    # Update the model input object to only display wanted choices                  
    updateSelectInput(session, "model", choices = choices)
  })

为了 updateSelectInput 工作,您还需要修改服务器函数定义以包含 session 对象:您的服务器定义应读作 shinyServer(function(input, output, session) {.