I would like to run a shiny application in the cloud. When I am pulling the shiny-verse image without anything in the Dockerfile, the shiny-server default starter app runs. However, when I am building a Dockerfile like this:
FROM rocker/shiny-verse:latest
COPY . /srv/shiny-server/
# expose port
EXPOSE 3838
# run app
# CMD ["/usr/bin/shiny-server"]
Then nothing gets displayed and I am getting a 404 error. uncommenting the last line was not successful either.
My folder structure:
project.Rproj
new_folder/
├─ app.R
Dockerfile
My shiny app is the default app
#
# This is a Shiny web application. You can run the application by clicking
# the 'Run App' button above.
#
# Find out more about building applications with Shiny here:
#
# http://shiny.rstudio.com/
#
library(shiny)
# Define UI for application that draws a histogram
ui <- fluidPage(
# Application title
titlePanel("Old Faithful Geyser Data"),
# Sidebar with a slider input for number of bins
sidebarLayout(
sidebarPanel(
sliderInput("bins",
"Number of bins:",
min = 1,
max = 50,
value = 30)
),
# Show a plot of the generated distribution
mainPanel(
plotOutput("distPlot")
)
)
)
# Define server logic required to draw a histogram
server <- function(input, output) {
output$distPlot <- renderPlot({
# generate bins based on input$bins from ui.R
x <- faithful[, 2]
bins <- seq(min(x), max(x), length.out = input$bins + 1)
# draw the histogram with the specified number of bins
hist(x, breaks = bins, col = 'darkgray', border = 'white')
})
}
# Run the application
shinyApp(ui = ui, server = server)
When I run docker locally, http://[::]:3838 displays the default starter app and http://[::]:3838/docker_test/ displays the old geyser app. However, this is not working on a remote server.
However, only having
FROM rocker/shiny-verse:latest
in the Dockerfile works fine and displays he shiny server starter default app. Any help will be appreciated. Thank you.