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Note: See the rocker-org/rocker-versioned2 repo for Dockerfile recipes for R >= 4.0.0

Using the rocker/rstudio container

Quickstart

docker run --rm -p 8787:8787 -e PASSWORD=yourpasswordhere rocker/rstudio

Visit localhost:8787 in your browser and log in with username rstudio and the password you set. NB: Setting a password is now REQUIRED. Container will error otherwise.

Note that all commands documented here work in just the same way with any container derived from rocker/rstudio, such as rocker/tidyverse.

Common configuration options:

Use different versions of R

docker run -d -p 8787:8787 -e PASSWORD=yourpasswordhere rocker/rstudio:devel

docker run -d -p 8787:8787 -e PASSWORD=yourpasswordhere rocker/rstudio:3.2.0

See rocker/r-ver for details.

Give the user root permissions (add to sudoers)

docker run -d -p 8787:8787 -e ROOT=TRUE -e PASSWORD=yourpasswordhere rocker/rstudio

Link a local volume (in this example, the current working directory, $(pwd)) to the rstudio container:

docker run -d -p 8787:8787 -v $(pwd):/home/rstudio -e PASSWORD=yourpasswordhere rocker/rstudio

Bypassing the authentication step

Warning: use only in a secure environment. Do not use this approach on an AWS or other cloud machine with a publicly accessible IP address.

Simply set the environmental variable DISABLE_AUTH=true, e.g.

docker run --rm \
  -p 127.0.0.1:8787:8787 \
  -e DISABLE_AUTH=true \
  rocker/rstudio

Navigate to http://localhost:8787 and you should be logged into RStudio as the rstudio user without needing a password.

Add shiny server

If you are building your own Dockerfiles on top of this stack, you should simply include the RUN command:

RUN /rocker_scripts/install_shiny_server.sh

This works on any rocker-versioned image with R >= 4.0.0. NOTE: older images tagged with R version 3.x.x will need to do:

RUN export ADD=shiny && bash /etc/cont-init.d/add

Run your image and shiny should be installed and waiting on port 3838.

Note: Please see the rocker/shiny and rocker/shiny-verse images for setting up a shiny server in a separate container from RStudio.

Access a root shell for a running rstudio container instance

First, determine the name or id of your container (unless you provided a --name to docker run) using docker ps. You need just enough of the hash id to be unique, e.g. the first 3 letters/numbers. Then exec into the container for an interactive session:

docker exec -ti <CONTAINER_ID> bash

You can now perform maintenance operations requiring root behavior such as apt-get, adding/removing users, etc.

Or, simply enable root as shown above and use the RStudio bash terminal.

Additional configuration options

  • Custom user name: -e USER=<CUSTOM_NAME>
  • Custom user id, group id, UMASK: -e USERID=<UID>, -e GROUPID=<GID>, e UMASK=022

Custom uid/gid etc is usually only needed when sharing a local volume for a user/group whose id does not match the default (1000:1000). Failing to do this could make files change permissions on the linked volume when accessed from RStudio.

Adding additional users: From a root bash shell (see above), the usual debian linux commands can be used to create new users and passwords, e.g.

Developers / Dockerfile authors

The RStudio images use the s6-init system to run multiple/persistant jobs. While init systems like supervisord are better known, s6 is powerful, lightweight, easy to use, and plays nicely with docker (e.g. avoiding the pid 1 / zombie problem). See s6-overlay for details if you need to add additional services (such as an sshd server) or custom start-up, shut down, or logging scripts.

More help

See the Wiki for additional documentation and use cases: https://github.com/rocker-org/rocker/wiki