README.md

shiny2docker

Lifecycle:
stable R-CMD-check CRAN
status

shiny2docker is an R package designed to streamline the process of containerizing Shiny applications using Docker. By automating the generation of essential Docker files and managing R dependencies with renv, shiny2docker simplifies the deployment of Shiny apps, ensuring reproducibility and consistency across different environments.

Features

Installation

You can install the production version from CRAN with :

install.packages("shiny2docker")

You can install the development version of shiny2docker from GitHub with:

# install.packages("pak")
pak::pak("VincentGuyader/shiny2docker")

Usage

Generate a Dockerfile for a Shiny Application

Use the shiny2docker() function to automatically generate a Dockerfile based on your application’s dependencies.

library(shiny2docker)

# Generate Dockerfile in the current directory
shiny2docker(path = ".")

# Generate Dockerfile with a specific renv.lock and output path
shiny2docker(path = "path/to/shiny/app",
             lockfile = "path/to/shiny/app/renv.lock",
             output = "path/to/shiny/app/Dockerfile")

# Further manipulate the Dockerfile object before writing to disk
docker_obj <- shiny2docker()
docker_obj$ENV("MY_ENV_VAR", "value")
docker_obj$write("Dockerfile")

Configure GitLab CI for Docker Builds

The set_gitlab_ci() function allows you to quickly set up a GitLab CI pipeline that will build your Docker image and push it to the GitLab container registry.

library(shiny2docker)

# Copy the .gitlab-ci.yml file to the current directory
set_gitlab_ci()

Configure GitHub Actions for Docker Builds

The new set_github_action() function allows you to quickly set up a GitHub Actions pipeline that will build your Docker image and push it to the GitHub Container Registry.

library(shiny2docker)

# Copy the docker-build.yml file to the .github/workflows/ directory
set_github_action(path = ".")

Once the docker-build.yml file is in place, you can integrate it with GitHub Actions to automate the Docker image build and deployment process.

Example Workflow

  1. Prepare Your Shiny Application: Ensure that your Shiny app is located in a folder with the necessary files (e.g., app.R or ui.R and server.R).

  2. Generate the Dockerfile: Run shiny2docker() to create the Dockerfile (and a .dockerignore file) in your project directory. This Dockerfile will include instructions to install system dependencies, R packages, and launch the Shiny app.

  3. Set Up Continuous Integration (Optional):

    • If you use GitLab, run set_gitlab_ci() to copy the pre-configured GitLab CI file into your project. This CI configuration will handle the Docker image build and deployment to GitLab’s container registry.
    • If you use GitHub, run set_github_action(path = ".") to copy the pre-configured GitHub Actions file into your project. This CI configuration will build your Docker image and push it to the GitHub Container Registry.
  4. Deploy Your Application: Use Docker to build and run your image, or integrate with your chosen CI/CD service for automated deployments.

License

This project is licensed under the terms of the MIT license.



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shiny2docker documentation built on April 3, 2025, 8:14 p.m.