R 샤이니 앱 도커라이징(Dockerizing) 하기

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Hello from Docker!
This message shows that your installation appears to be working correctly.

To generate this message, Docker took the following steps:
 1. The Docker client contacted the Docker daemon.
 2. The Docker daemon pulled the "hello-world" image from the Docker Hub.
    (amd64)
 3. The Docker daemon created a new container from that image which runs the
    executable that produces the output you are currently reading.
 4. The Docker daemon streamed that output to the Docker client, which sent it
    to your terminal.

To try something more ambitious, you can run an Ubuntu container with:
 $ docker run -it ubuntu bash

Share images, automate workflows, and more with a free Docker ID:
 https://hub.docker.com/

For more examples and ideas, visit:
 https://docs.docker.com/get-started/

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docker pull rocker/shiny-verse

docker run --rm -p 3838:3838 rocker/shiny-verse

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ui <- fluidPage(

   # Application title
   titlePanel("mtcars Hp Data"),

   # Sidebar with a slider input for number of bins
   sidebarLayout(
       sidebarPanel(
           sliderInput("bins",
                       "Number of bins:",
                       min = 1,
                       max = 30,
                       value = 15)
       ),

       # Show a plot of the generated distribution
       mainPanel(
          plotOutput("distPlot")
       )
   )
)

server <- function(input, output) {
   output$distPlot <- renderPlot({
       # generate bins based on input$bins from ui.R
       x    <- mtcars$hp
       bins <- seq(min(x), max(x), length.out = input$bins + 1)

       # draw the histogram with the specified number of bins
       hist(x, breaks = bins, col = 'darkgray', border = 'white')
   })
}

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FROM rocker/shiny-verse:latest

# system libraries of general use
RUN apt-get update && apt-get install -y \
    sudo \
    pandoc \
    pandoc-citeproc \
    libcurl4-gnutls-dev \
    libcairo2-dev \
    libxt-dev \
    libssl-dev \
    libssh2-1-dev

# install R packages required
# (change it dependeing on the packages you need)
RUN R -e "install.packages('shiny', repos='http://cran.rstudio.com/')"
RUN R -e "install.packages('shinydashboard', repos='http://cran.rstudio.com/')"
RUN R -e "install.packages('tidyverse', repos='http://cran.rstudio.com/')"

# copy the app to the image
COPY shiny-server.sh /usr/bin/shiny-server.sh
COPY app.R /srv/shiny-server

# select port
EXPOSE 3838

# allow permission
RUN ["chmod", "+x", "/usr/bin/shiny-server.sh"]


# run app
CMD ["/usr/bin/shiny-server.sh"]

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#!/bin/sh

# Make sure the directory for individual app logs exists
mkdir -p /var/log/shiny-server
chown shiny.shiny /var/log/shiny-server

exec shiny-server >> /var/log/shiny-server.log 2>&1

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> docker build -t test-shiny-app  .

Sending build context to Docker daemon  2.814MB
Step 1/12 : FROM rocker/shiny-verse:latest
 ---> 8be2555ecf1d
Step 2/12 : RUN apt-get update && apt-get install -y     sudo     pandoc     pandoc-citeproc     libcurl4-gnutls-dev     libcairo2-dev     libxt-dev     libssl-dev     libssh2-1-dev
 ---> Using cache
 ---> 94a312813121
Step 3/12 : RUN R -e "install.packages('shiny', repos='http://cran.rstudio.com/')"
 ---> Using cache
 ---> 7941ffbd8a88
Step 4/12 : RUN R -e "install.packages('shinydashboard', repos='http://cran.rstudio.com/')"
 ---> Using cache
 ---> ae0e7734fc03
Step 5/12 : RUN R -e "install.packages('plotly', repos='http://cran.rstudio.com/')"
 ---> Using cache
 ---> 5393c96c0124
Step 6/12 : RUN R -e "install.packages('tidyverse', repos='http://cran.rstudio.com/')"
 ---> Using cache
 ---> 5e2cd4405c54
Step 7/12 : RUN R -e "install.packages('lubridate', repos='http://cran.rstudio.com/')"
 ---> Using cache
 ---> 8dce593b0aa9
Step 8/12 : COPY shiny-server.sh /usr/bin/shiny-server.sh
 ---> Using cache
 ---> 36d349eab349
Step 9/12 : COPY app.R /srv/shiny-server
 ---> Using cache
 ---> b8f3863507d8
Step 10/12 : EXPOSE 3838
 ---> Using cache
 ---> 70c2b53ebde2
Step 11/12 : RUN ["chmod", "+x", "/usr/bin/shiny-server.sh"]
 ---> Using cache
 ---> 09589452e211
Step 12/12 : CMD ["/usr/bin/shiny-server.sh"]
 ---> Using cache
 ---> b5dc252f66fa
Successfully built b5dc252f66fa
Successfully tagged test-shiny-app:latest

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> docker run -p 3838:3838 test-shiny-app