I have a Shiny app that includes a number of dropdown selection boxes, the values of which are filled from reading an RDS file. The app also includes a fileInput function to upload new data. How can I change the values in the dropdown boxes to reflect the new data? Currently I can see that the data is uploaded, but the old data remains in the dropdown.
The data that should be uploaded is saved to a file using
saveRDS( data.frame(names=c("Jill","Jane","Megan")),"myDataFrame.rds")
In my app.R file, I first define the 'default' value of the data:
myDataFrame <- data.frame(names=c("Tom","Dick","Harry"))
The content of my app.R
is as follows:
library(shiny)
ui <- shinyUI(
fluidPage(
fileInput('file1', 'Choose file to upload',accept = ".rds"),
selectInput("myNames","Names",myDataFrame$names),
tableOutput('contents')
)
)
server <- shinyServer(function(input, output) {
output$contents <- renderTable({
inFile <- input$file1
if (is.null(inFile)) { return(myDataFrame) }
readRDS(inFile$datapath)
})
})
The initial view of the application is as expected: both the dropdown and the table contain the 'default' names. Upon upload of my RDS file containing a new dataframe, the table changes (which is what I was looking for) but the dropdown values do not. How can I make the latter happen?
I added reactive object myData
that you have to use for table contents
, but more importantly to update choices in selectInput
(check observe
and updateSelectInput
part).
library(shiny)
ui <- shinyUI(
fluidPage(
fileInput("file1", "Choose file to upload", accept = ".rds"),
selectInput("myNames","Names", ""),
tableOutput("contents")
)
)
server <- function(input, output, session) {
myData <- reactive({
inFile <- input$file1
if (is.null(inFile)) {
d <- myDataFrame
} else {
d <- readRDS(inFile$datapath)
}
d
})
output$contents <- renderTable({
myData()
})
observe({
updateSelectInput(session, "myNames",
label = "myNames",
choices = myData()$names,
selected = myData()$names[1])
})
}
shinyApp(ui, server)
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