Examples of Using Container Images in Practice

Last updated on 2024-08-16 | Edit this page

Overview

Questions

  • How can I use Docker for my own work?

Objectives

  • Use existing container images and Docker in a research project.

Now that we have learned the basics of working with Docker container images and containers, let’s apply what we learned to an example workflow.

You may choose one or more of the following examples to practice using containers.

GitHub Actions Example

In this GitHub Actions example, you can learn more about continuous integration in the cloud and how you can use container images with GitHub to automate repetitive tasks like testing code or deploying websites.

Using Containers on an HPC Cluster

It is possible to run containers on shared computing systems run by a university or national computing center. As a researcher, you can build container images and test containers on your own computer and then run your full-scale computing work on a shared computing system like a high performance cluster or high throughput grid.

The catch? Most university and national computing centers do not support running containers with Docker commands, and instead use a similar tool called Singularity or Shifter. However, both of these programs can be used to run containers based on Docker container images, so often people create their container image as a Docker container image, so they can run it using either of Docker or Singularity.

There isn’t yet a working example of how to use Docker container images on a shared computing system, partially because each system is slightly different, but the following resources show what it can look like:

Seeking Examples

Do you have another example of using Docker in a workflow related to your field? Please open a lesson issue or submit a pull request to add it to this episode and the extras section of the lesson.

Key Points

  • There are many ways you might use Docker and existing container images in your research project.