Rocker
Get started with R and RStudio in seconds using pre-built Docker containers. Access versioned, reproducible environments for your data science projects.
Quickly launch R or RStudio environments using pre-configured Docker containers. This project eliminates the complexity of installing and managing R and its dependencies, providing a consistent and reproducible setup for any machine. Whether you need a simple R console or a full-featured RStudio Server IDE, you can get started with a single command.
The project offers a variety of images to suit different needs:
- Base Stack: Minimal containers with just R, perfect for scripting and automation.
- Versioned Stack: Pin your environment to specific R versions for maximum reproducibility in your research and analysis.
- RStudio Images: Run a complete RStudio Server instance directly from a container, accessible via your web browser.
- Specialized Images: Access containers pre-loaded with popular packages like the Tidyverse or geospatial libraries, saving you setup time.
By containerizing the R environment, you can easily share your work, collaborate with others, and ensure your code runs the same way, every time.
Directory Structure
rocker
workspace
.env
docker-compose.yml
docker-compose.yml
services:
rstudio:
image: rocker/rstudio:latest
container_name: rstudio
environment:
- PASSWORD=${RSTUDIO_PASSWORD}
- ROOT=true
ports:
- "8787:8787"
volumes:
- ./workspace:/home/rstudio
restart: unless-stopped
.env
RSTUDIO_PASSWORD=your_super_secret_password
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