I have a question about shiny app. When there is no value select in numeric input and selectizeInput, my shiny app will show an error because of the empty data frame. I would like to hide the error message if user haven't select their input yet. I know if
return
will help but it seems not working in this app.
server.r:
library(shiny)
# Define server logic required to draw a histogram
shinyServer(function(input, output) {
result<-reactive({
if(is.null(input$wt)||is.null(input$hdcount)||is.null(input$season)||is.null(inp ut$gender) )return(NULL)
mod1<-lm(deathLog ~ InHdCnt+ log(InHdCnt) + season+ SexCode+ AvgArrivWt, data=mydata)
newdata = data.frame(AvgArrivWt=input$wt,InHdCnt=input$hdcount,SexCode=input$gender,season=input$season)
data<-predict(mod1, newdata, interval="predict",level=(input$slider1)*0.01 )
data
})
output$distPlot <- renderPrint({
result()
})
})
ui.r:
library(shiny)
# Define UI for application that draws a histogram
shinyUI(fluidPage(
# Application title
titlePanel("Death Loss Estimator with On Arrival Factors"),
# Sidebar with a slider input for number of bins
sidebarLayout(
sidebarPanel(
numericInput("wt", label = h4("Average Arrival Weight input"),value="NULL"),
numericInput("hdcount", label = h4("Arrival Head Count input"),value="NULL"),
selectizeInput(
'season', h4('Arrival Season'), choices = c("spring", "summer","fall", "winter"),
options = list(
placeholder = 'Please select a season below',
onInitialize = I('function() { this.setValue(""); }')
)
),
selectizeInput(
'gender', h4('Arrival Sex'), choices = c("HOL", "FEM","MAL", "MIX"),
options = list(
placeholder = 'Please select a season below',
onInitialize = I('function() { this.setValue(""); }')
)
),
sliderInput("slider1", label = h4("Confidence Interval Level"), min = 50,
max = 100, value = 80)
),
# Show a plot of the generated distribution
mainPanel(
textOutput("distPlot")
)
)
))
Thanks!