I have an issue regarding Shiny on R. I have a function which returns a list with 2 objects as output, both as a matrix. The first one is always created and is always available for download. The second one, is combined with a condition displayed as a checkbox.
global
physical_check <- function(file_path, x,y,z, classification)
input: String, int, int, int, boolean
output: list(matrix1 = result, matrix2 = rating)
UI:
ui <- fluidPage(
# Application title
titlePanel("Review"),
# Sidebar with a slider input for number of bins
sidebarLayout(
sidebarPanel(
fileInput('file1', 'Choose .txt File',
accept=c('text/csv','text/comma-separated,text/plain')),
hr(),
checkboxInput("classification", "Use Text-Classification", value = FALSE),
hr(),
downloadButton("download_physic", "Physical Review"),
br(),
conditionalPanel(condition = "input.classification == true",
downloadButton("download_classify", "Text Classification"))
),
mainPanel(
h3("Review"),
tableOutput("rating"),
tableOutput("result_shiny")
)
)
)
Server:
server <- function(input, output) {
inFile <- reactive({
input$file1
})
result <- reactive({NULL})
classify <- reactive({
input$classification
})
observe({
if (!is.null(inFile())) {
result <- reactive({
withProgress({
setProgress(message = "Processing review...")
physical_check(as.String(inFile()$datapath),15,8,3,classify())
})
})
}
output$result_shiny <- renderTable({
result()$result
})
output$rating <- renderTable({
result()$rating
})
output$download_physic <- downloadHandler(
filename = function() {
sub(pattern = "\\.txt",replacement = "_result.csv",inFile()$name)
},
content = function(file) {
write.table(
result()$result,
file,
sep = ";",
col.names = NA,
qmethod = "double"
)
}
)
output$download_classify <- downloadHandler(
filename = function() {
paste("rating", ".csv")
},
content = function(file) {
write.table(
result()$rating,
file,
sep = ";",
col.names = NA,
qmethod = double
)
}
)
})
}
# Run the application
shinyApp(ui = ui, server = server)
So as you can see in the code I mentioned a conditional download button for the text classification, if the checkbox is triggered.
According to this TRUE/FALSE value the function physical_check
is called with true or false and returns a matrix and NULL or 2 matrizes and only in the second option, the download button is displayed.
I'm a little bit confused, because with tableOutput
I receive the correct tables in the main panel, also downloading the physical review
with the first downloading part works fine.
But the second one fails in google chrome with a download error:
download_classify
Failed - Server problem
Although it's constructed the same way.