Create custom applications

Creating custom applications in Verily Workbench

Prior reading: Overview of Cloud Environments

Purpose: This document provides detailed instructions for creating a new custom app definition.


Workbench allows users to run their custom applications on GCE instances for GCP-based Workbench workspaces. Visual Studio Code and RStudio are shown as examples to help you get started running your own applications. Workbench uses development containers to support app configuration and management. The Development Container Specification for examples in Workbench can be found in the workbench-app-devcontainers repository.

Dev containers

Dev containers stands for “development containers.” Workbench runs your apps in an isolated container in a VM. To define an app with a dev container, you must create a .devcontainer.json file.

Containerized apps

.devcontainer.json supports Docker images, Dockerfiles, and Docker Compose. To customize your container with Dockerfile or Docker Compose, see Using Images, Dockerfiles, and Docker Compose.

Dev Container Features

Besides Docker, Dev Container Features is a powerful dev container tool for adding tools and libraries into your containers. Here is a list of available features.

You can clone over the RStudio app example definition from workbench-app-devcontainers and then add your custom features. For example, if you want to add RShiny packages into RStudio, you can install the R packages through devcontainer-features/r-packages feature.

"features": {
        "": {
            "packages": "shiny,shinydashboard",
            "installSystemRequirements": true

Create your own app with dev containers

If you want to create your own custom applications, the simplest way is to modify the Workbench template. Alternatively, see devcontainers/templates for more dev container templates. If you choose to use these templates, there are some Workbench specific requirements that you must satisfy:

  1. The app must be running on app-network.
  2. The app port is exposed on localhost.
  3. If you want to sync the workspace bucket files to your working directory, set --cap-add SYS_ADMIN --device /dev/fuse --security-opt apparmor:unconfined to the Docker container.

Publish your custom app to Git

You must publish your custom app dev container to a public Git repository for Workbench to reference it. For examples of a custom app dev container, see Devcontainer for RStudio.

Launching a custom app in Verily Workbench

To launch the app from the Verily Workbench UI, see detailed instructions in Using cloud environments.

Last Modified: 21 June 2024