I have made a shiny app depend on a public github packge. The "multipleROC" is a public github package of my own. Not a private one. I have installed this package with the following R command. The installed devtools package is version 2.4.5.
devtools::install_github("cardiomoon/multipleROC")
This is a shiny app for testing the github package.
library(shiny)
library(multipleROC)
data(radial,package="moonBook")
ui <- fluidPage(
# Application title
titlePanel("ROC courve by multipleROC package"),
# Sidebar with a slider input for number of bins
sidebarLayout(
sidebarPanel(
selectInput("dep","Dependent Variable",choices=colnames(radial),selected="male"),
selectInput("pred","Predictors:",choices=colnames(radial),multiple=TRUE)
),
# Show a plot of the generated distribution
mainPanel(
verbatimTextOutput("text1"),
plotOutput("plot1")
)
)
)
server <- function(input, output,session) {
observe({
choices1=setdiff(colnames(radial),input$dep)
updateSelectInput(session,"pred",choices=choices1)
})
output$text1=renderPrint({
if(length(input$pred)>0){
equation=paste(input$dep,"~",paste0(input$pred,collapse="+"))
cat(equation)
} else{
cat("Please select one or more predictor variable(s)")
}
})
output$plot1 <- renderPlot({
if(length(input$pred)>0){
equation=paste(input$dep,"~",paste0(input$pred,collapse="+"))
multipleROC(as.formula(equation),data=radial,plot=TRUE)
}
})
}
shinyApp(ui = ui, server = server)
When deploying the shiny app, it fails with the following error.
Preparing to deploy application...DONE
Uploading bundle for application: 9802026...DONE
Deploying bundle: 7659402 for application: 9802026 ...
Waiting for task: 1333986108
building: Building image: 9079222
building: Fetching packages
error: Building package: multipleROC
################################ Begin Task Log ################################ ################################# End Task Log #################################
Error: Unhandled Exception: Child Task 1333986109 failed: Error building image: Error fetching multipleROC (0.1.1) source. Error accessing GitHub repository cardiomoon/multipleROC. HTTP 401: Unauthorized Execution halted