【发布时间】:2021-11-08 17:09:18
【问题描述】:
这是我 6 月 30 日帖子的后续内容,我在调用应用程序时消除了sidebarPanel 中闪烁的conditionalPanel。解决方案是将这些侧边栏条件面板移动到renderUI,消除闪烁。但是,后来我发现以这种方式使用renderUI 会导致其他限制。有什么方法可以在不使用renderUI的情况下消除调用闪烁?
我包含以下 3 组代码:
- 很短的 MWE 代码说明了闪烁问题,由 ismirsehregal 提供
- 长而复杂的代码非常清楚地说明了所有条件面板在调用时如何在侧面板中闪烁,当侧边栏条件面板在 UI 中呈现时(没有
renderUI用于侧边栏面板中的条件面板,如下面的#3解决了这个问题,尽管它引入了本文未解释的其他问题)。 - 上述#2 的改编,其中使用了
renderUI,并且没有调用闪烁。
我不想完全剥离第 2 项和第 3 项中的代码,以便侧边栏面板足够大,从而使调用闪烁更加明显。此外,当我对这段代码进行一些剥离时,我确实失去了一些功能,例如“重置”,无论如何这与手头的问题无关。
尽管 #2 和 #3 中的代码可能非常冗长且复杂,但将条件面板移动到 renderUI 是很简单的。
没有。 1 个短 MWE 代码:
library(shiny)
ui <- fluidPage(
radioButtons("yourChoice", "Display button?", choices = c("Yes", "No"), selected = "No",),
conditionalPanel("input.yourChoice == 'Yes'", actionButton("test", "test"))
# not working: ------------------------------------------------------------
# conditionalPanel("typeof input.yourChoice !== 'undefined' && input.yourChoice == 'Yes'", actionButton("test", "test"))
# conditionalPanel("typeof input !== 'undefined' && input.yourChoice == 'Yes'", actionButton("test", "test"))
)
server <- function(input, output, session) {}
shinyApp(ui, server)
没有。 2 没有renderUI的长代码,边栏调用闪烁:
library(shiny)
library(shinyMatrix)
library(shinyjs)
library(DT)
matrix1Input <- function(x){
matrixInput(x,
value = matrix(c(0.2), 4, 1, dimnames = list(c("A","B","C","D"),NULL)),
rows = list(extend = FALSE, names = TRUE),
cols = list(extend = FALSE, names = FALSE, editableNames = FALSE),
class = "numeric")}
matrix2Input <- function(x,y,z){
matrixInput(x,
value = matrix(c(y,z),1,2,dimnames=list(NULL,c("Y","Z"))),
rows = list(extend = TRUE, names = FALSE),
cols = list(extend = FALSE, names = TRUE, editableNames = FALSE),
class = "numeric")}
matrixLink <- function(x,y){
observeEvent(input$periods|input$base_input,{
updateMatrixInput(session,x,value=matrix(c(input$periods,y),1,2,dimnames=list(NULL, c("y","z"))))
})}
matrixValidate <- function(x,y){
a <- y
a[,1][a[,1]>x] <- x
b <- diff(a[,1,drop=FALSE])
b[b<=0] <- NA
b <- c(1,b)
a <- cbind(a,b)
a <- na.omit(a)
a <- a[,-c(3),drop=FALSE]
return(a)}
vectorBase <- function(x,y){
a <- rep(y,x)
b <- seq(1:x)
c <- data.frame(x = b, y = a)
return(c)}
vectorMulti <- function(x,y,z){
a <- rep(NA, x)
a[y] <- z
a[seq_len(min(y)-1)] <- a[min(y)]
if(max(y) < x){a[seq(max(y)+1, x, 1)] <- 0}
a <- approx(seq_along(a)[!is.na(a)],a[!is.na(a)],seq_along(a))$y
b <- seq(1:x)
c <- data.frame(x=b,z=a)
return(c)}
vectorMultiFinal <- function(x,y){vectorMulti(x,matrixValidate(x,y)[,1],matrixValidate(x,y)[,2])}
vectorPlot <- function(w,x,y,z){plot(w,main=x,xlab=y,ylab=z,type="b",col="blue",pch=19,cex=1.25)}
ui <-
pageWithSidebar(
headerPanel("Model"),
sidebarPanel(
useShinyjs(),
fluidRow(helpText(h4("Base Input Panel"))),
conditionalPanel(condition="input.tabselected==1",h4("Select:")),
conditionalPanel(
condition="input.tabselected==2",
sliderInput('periods','',min=1,max=120,value=60),
matrix1Input("base_input"),
actionButton('showVectorBtn','Show'),
actionButton('hideVectorBtn','Hide'),
actionButton('resetVectorBtn','Reset'),
hidden(uiOutput("Vectors"))
), # close conditional panel
), # close sidebar panel
mainPanel(
useShinyjs(),
tabsetPanel(
tabPanel("About model", value=1, helpText("Model")),
tabPanel("By balances", value=2,
fluidRow(
radioButtons(
inputId = 'mainPanelBtnTab2',
label = h5(helpText("Asset outputs:")),
choices = c('Vector plots','Vector values','Downloads'),
selected = 'Vector plots',
inline = TRUE
) # close radio buttons
), # close fluid row
conditionalPanel(condition="input.mainPanelBtnTab2=='Vector plots'",plotOutput("graph1")),
conditionalPanel(condition="input.mainPanelBtnTab2=='Vector values'",DTOutput("table1")),
), # close tab panel
id = "tabselected"
) # close tabset panel
) # close main panel
) # close page with sidebar
server <- function(input,output,session)({
periods <- reactive(input$periods)
base_input <- reactive(input$base_input)
yield_vector_input <- reactive(input$yield_vector_input)
chargeoff_vector_input <- reactive(input$chargeoff_vector_input)
npr_vector_input <- reactive(input$npr_vector_input)
mpr_vector_input <- reactive(input$mpr_vector_input)
chargeoff <- reactiveValues()
npr <- reactiveValues()
mpr <- reactiveValues()
vectorVariable <- function(x,y){
if(input$showVectorBtn == 0) vectorBase(input$periods,x)
else vectorMultiFinal(input$periods,matrixValidate(input$periods,y))}
yield <- function(){vectorVariable(input$base_input[1,1],yield_vector_input())}
chargeoffs <- function(){vectorVariable(input$base_input[2,1],chargeoff_vector_input())}
npr <- function(){vectorVariable(input$base_input[3,1],npr_vector_input())}
mpr <- function(){vectorVariable(input$base_input[4,1],mpr_vector_input())}
renderUI({
matrixLink("yield_vector_input",input$base_input[1,1])
matrixLink("chargeoff_vector_input",input$base_input[2,1])
matrixLink("npr_vector_input",input$base_input[3,1])
matrixLink("mpr_vector_input",input$base_input[4,1])
}) # close renderUI
output$Vectors <- renderUI({
input$resetVectorBtn
tagList(
matrix2Input("yield_vector_input",input$periods,input$base_input[1,1]),
matrix2Input("chargeoff_vector_input",input$periods,input$base_input[2,1]),
matrix2Input("npr_vector_input",input$periods,input$base_input[3,1]),
matrix2Input("mpr_vector_input",input$periods,input$base_input[4,1])
) # close tag list
}) # close render UI
observeEvent(input$showVectorBtn,{shinyjs::show("Vectors")})
observeEvent(input$hideVectorBtn,{shinyjs::hide("Vectors")})
vectorsAll <- reactive({
cbind(Period = 1:periods(),
Yld_Rate = yield()[,2],
Chg_Rate = chargeoffs()[,2],
Pur_Rate = npr()[,2],
Pmt_Rate = mpr()[,2]
) # close cbind
}) # close reactive
output$graph1 <-renderPlot(vectorPlot(yield(),"Annual gross portfolio yield","Period","Rate"))
output$table1 <- renderDT({vectorsAll()},
options=list(columnDefs=list(list(className='dt-center',targets=0:4)))
) # close renderDT
output$balancePlot <- renderPlot({vectorPlot(bal(),"Asset bal","Period","Balances OS")})
output$download <- downloadHandler(
filename = function() {{paste("Yield","png",sep=".")}},
content = function(file){
png(file)
vectorPlot(yield(),"Annual yield","Period","Rate")
dev.off()
} # close content function
) # close download handler
observeEvent(input$mainPanelBtnTab2,{
req(input$mainPanelBtnTab2 == "Downloads")
showModal(
modalDialog(
selectInput("downloadItem","Selection:",c("Yield plot")),
downloadButton("download", "Download")
) # close modal dialog
) # close show modal
updateRadioButtons(inputId = "mainPanelBtnTab2", selected = "Vector plots")
}) # close observeEvent
}) # close server
shinyApp(ui, server)
没有。 3 用renderUI 重新处理#2 的长代码,并且没有侧边栏调用闪烁(省略自定义函数,因为它们与上面的代码相同):
ui <-
pageWithSidebar(
headerPanel("Model"),
sidebarPanel(
useShinyjs(),
fluidRow(helpText(h4("Base Input Panel"))),
uiOutput("Panels")
), # close sidebar panel
mainPanel(
useShinyjs(),
tabsetPanel(
tabPanel("About model", value=1, helpText("Model")),
tabPanel("By balances", value=2,
fluidRow(
radioButtons(
inputId = 'mainPanelBtnTab2',
label = h5(helpText("Asset outputs:")),
choices = c('Vector plots','Vector values','Downloads'),
selected = 'Vector plots',
inline = TRUE
) # close radio buttons
), # close fluid row
conditionalPanel(condition="input.mainPanelBtnTab2=='Vector plots'",plotOutput("graph1")),
conditionalPanel(condition="input.mainPanelBtnTab2=='Vector values'",DTOutput("table1")),
), # close tab panel
id = "tabselected"
) # close tabset panel
) # close main panel
) # close page with sidebar
server <- function(input,output,session)({
periods <- reactive(input$periods)
base_input <- reactive(input$base_input)
yield_vector_input <- reactive(input$yield_vector_input)
chargeoff_vector_input <- reactive(input$chargeoff_vector_input)
npr_vector_input <- reactive(input$npr_vector_input)
mpr_vector_input <- reactive(input$mpr_vector_input)
chargeoff <- reactiveValues()
npr <- reactiveValues()
mpr <- reactiveValues()
vectorVariable <- function(x,y){
if(input$showVectorBtn == 0) vectorBase(input$periods,x)
else vectorMultiFinal(input$periods,matrixValidate(input$periods,y))}
yield <- function(){vectorVariable(input$base_input[1,1],yield_vector_input())}
chargeoffs <- function(){vectorVariable(input$base_input[2,1],chargeoff_vector_input())}
npr <- function(){vectorVariable(input$base_input[3,1],npr_vector_input())}
mpr <- function(){vectorVariable(input$base_input[4,1],mpr_vector_input())}
output$Panels <- renderUI({
tagList(
conditionalPanel(condition="input.tabselected==1",h4("Select:")),
conditionalPanel(
condition="input.tabselected==2",
sliderInput('periods','',min=1,max=120,value=60),
matrix1Input("base_input"),
actionButton('showVectorBtn','Show'),
actionButton('hideVectorBtn','Hide'),
actionButton('resetVectorBtn','Reset'),
hidden(uiOutput("Vectors"))
), # close conditional panel
) # close tag list
}) # close renderUI
renderUI({
matrixLink("yield_vector_input",input$base_input[1,1])
matrixLink("chargeoff_vector_input",input$base_input[2,1])
matrixLink("npr_vector_input",input$base_input[3,1])
matrixLink("mpr_vector_input",input$base_input[4,1])
}) # close renderUI
output$Vectors <- renderUI({
input$resetVectorBtn
tagList(
matrix2Input("yield_vector_input",input$periods,input$base_input[1,1]),
matrix2Input("chargeoff_vector_input",input$periods,input$base_input[2,1]),
matrix2Input("npr_vector_input",input$periods,input$base_input[3,1]),
matrix2Input("mpr_vector_input",input$periods,input$base_input[4,1])
) # close tag list
}) # close render UI
observeEvent(input$showVectorBtn,{shinyjs::show("Vectors")})
observeEvent(input$hideVectorBtn,{shinyjs::hide("Vectors")})
vectorsAll <- reactive({
cbind(Period = 1:periods(),
Yld_Rate = yield()[,2],
Chg_Rate = chargeoffs()[,2],
Pur_Rate = npr()[,2],
Pmt_Rate = mpr()[,2]
) # close cbind
}) # close reactive
output$graph1 <-renderPlot(vectorPlot(yield(),"Annual gross portfolio yield","Period","Rate"))
output$table1 <- renderDT({vectorsAll()},
options=list(columnDefs=list(list(className='dt-center',targets=0:4)))
) # close renderDT
output$balancePlot <- renderPlot({vectorPlot(bal(),"Asset bal","Period","Balances OS")})
output$download <- downloadHandler(
filename = function() {{paste("Yield","png",sep=".")}},
content = function(file){
png(file)
vectorPlot(yield(),"Annual yield","Period","Rate")
dev.off()
} # close content function
) # close download handler
observeEvent(input$mainPanelBtnTab2,{
req(input$mainPanelBtnTab2 == "Downloads")
showModal(
modalDialog(
selectInput("downloadItem","Selection:",c("Yield plot")),
downloadButton("download", "Download")
) # close modal dialog
) # close show modal
updateRadioButtons(inputId = "mainPanelBtnTab2", selected = "Vector plots")
}) # close observeEvent
}) # close server
shinyApp(ui, server)
【问题讨论】:
-
你为什么总是发布大容量的应用程序?一个最小的应用程序足以显示闪烁问题。
-
我曾在另一篇文章中就这个问题与某人合作过,他/她对代码很熟悉,所以我没有费心削减尽可能多的优化。这篇文章真的是为那个人准备的。但是我看到不熟悉此代码的人实际上解决了它。将来会确保减少到最低限度。
-
这很难。我能够重现这种行为并做了一些测试。除了使用来自
library(shinyjs)的hidden之外,到目前为止,我还没有基于UI 的解决方案。我做了一个 MWE 并将其发布到here。如果您喜欢将其复制到 SO 以减少其他人调查问题的工作量。 -
现在我得到了一些feedback on GitHub。 Stéphane Laurent 和 Joe cheng 提供了一些基于 CSS 的解决方案。另请参阅下面的答案。
标签: r shiny shiny-reactivity renderui