我是Shiny的新手,我搜索了两个相关的问题:
- 如何创建第二个R闪亮的下拉列表,其选项取决于第一个下拉列表选择
- R-Shiny使用Reactive renderUI值
两个例子都涉及嵌套在另一个变量中的一个变量。选择A后,您将获得第二级选项1、2和3。选择B后,将有选项4、5和6。我的问题相似但不同。我试图创建两个基于两个变量(Y:A、B、C和X:D、E、F)的selectInput
菜单,但它们是部分依赖的,没有层次结构。我用下表来说明:
xy A B C
D v v
E v v
F v v
所以我想要的是当我:
- 从第一个下拉菜单中选择A,第二个菜单中只显示D和E
- 从第一个下拉菜单中选择B,D、E和F显示在第二个菜单中
- 从第一个下拉菜单中选择C,第二个菜单中只显示F
反之亦然
- 从第二个下拉菜单中选择D,第一个菜单中只显示A和B
- 从第二个下拉菜单中选择E,第一个菜单中只显示A和B
- 从第二个下拉菜单中选择F,第一个菜单中只显示B和C
解决这一问题的最佳方法是什么?我创建了一个玩具示例来说明我想要实现的目标:
library(lattice)
library(shiny)
y=c("A","A","A","A","A","A","A","A","A","A",
"B","B","B","B","B","B","B","B","B","B",
"B","B","B","B","B","C","C","C","C","C")
x=c("D","D","D","D","D","E","E","E","E","E",
"D","D","D","D","D","E","E","E","E","E",
"F","F","F","F","F","F","F","F","F","F")
mean.y=c(10.75,10.97,10.62,10.15,10.58,10.41,10.22,10.59,10.05,10.24,
10.84,10.54,10.38,10.06,10.70,10.14,10.80,10.99,10.43,10.59,
10.66,10.55,10.93,10.71,10.90,10.28,10.62,10.76,10.63,10.86)
mean.x=c(5.19,5.22,5.99,5.05,5.38,5.72,5.14,5.22,5.78,5.05,
5.94,5.39,5.71,5.45,5.66,5.61,5.46,5.24,5.79,5.67,
5.00,5.30,5.44,5.27,5.60,5.20,5.94,5.67,5.06,5.25)
dat=as.data.frame(cbind(y,x,mean.y,mean.x))
X=as.list(unique(as.character(dat$x)))
Y=as.list(unique(as.character(dat$y)))
ui=fluidPage(
titlePanel("X vs. Y Scatter Plots"),
uiOutput("x"),
uiOutput("y"),
plotOutput(outputId="scatter")
)
server=function(input,output){
output$x=renderUI({
selectInput("x","X",x)
})
output$y=renderUI({
selectInput("y","Y",y)
})
output$scatter=renderPlot({
dat=subset(dat,x==input$x & y==input$y)
xyplot(dat$mean.y~dat$mean.x)
})
}
shinyApp(ui=ui,server=server)
编辑:顺便说一句,我想从数据中检索这些级别,而不是在代码中调用级别,因为我会有几个文件,这些文件将以不同的依赖关系进行分析。
非常感谢大家的帮助!
我认为您需要isolate
和updateSelectInput
尝试
library(shiny)
y=c("A","A","A","A","A","A","A","A","A","A",
"B","B","B","B","B","B","B","B","B","B",
"B","B","B","B","B","C","C","C","C","C")
x=c("D","D","D","D","D","E","E","E","E","E",
"D","D","D","D","D","E","E","E","E","E",
"F","F","F","F","F","F","F","F","F","F")
dd=data.frame(x,y,stringsAsFactors = F)
ui=fluidPage(
titlePanel("X vs. Y Scatter Plots"),
selectInput("x","X",c("",unique(dd$x))),
selectInput("y","Y",c("",unique(dd$y)))
)
server=function(input,output,session){
observeEvent(input$x,{
if(input$x==""){
updateSelectInput(session,"y",choices = c("",unique(dd$y)))
}else{
updateSelectInput(session,"y",choices = unique(dd$y[dd$x==input$x]),selected = isolate(input$y))
}
})
observeEvent(input$y,{
if(input$y==""){
updateSelectInput(session,"x",choices = c("",unique(dd$x)))
}else{
updateSelectInput(session,"x",choices = unique(dd$x[dd$y==input$y]),selected = isolate(input$x))
}
} )
}
shinyApp(ui=ui,server=server)
更新
尝试添加""作为重置选项(任何时候""关闭)
ui=fluidPage(
titlePanel("X vs. Y Scatter Plots"),
selectInput("x","X",c("_",unique(dd$x))),
selectInput("y","Y",c("_",unique(dd$y)))
)
server=function(input,output,session){
observeEvent(input$x,{
if(input$x=="_"){
updateSelectInput(session,"y",choices = c("_",unique(dd$y)))
}else{
updateSelectInput(session,"y",choices = c("_",unique(dd$y[dd$x==input$x])),selected = isolate(input$y))
}
})
observeEvent(input$y,{
if(input$y=="_"){
updateSelectInput(session,"x",choices = c("_",unique(dd$x)))
}else{
updateSelectInput(session,"x",choices = c("_",unique(dd$x[dd$y==input$y])),selected = isolate(input$x))
}
} )
}
shinyApp(ui=ui,server=server)