cache VS act

> with no persistent storage

There's https://github.com/actions/cache though?

Use Cache Actions: GitHub Actions provides cache actions that simplify caching implementation. The @actions/cache JavaScript library is a popular choice for managing caching in workflows. It offers flexible options for storing and retrieving cache artifacts based on keys, scopes, and paths.

GitHub maintain a set of repos called actions. One of which is called cache.

By utilizing the actions/cache action action, we implemented a strategy to store and retrieve dependencies, preventing redundant installations.

I do think it's good practice to enable caching, such that your script doesn't hit RubyGems / pip / npm / etc every time it runs.

That way at least the automation activity stays entirely within the GitHub / Azure network.

It looks like you can do that for Ruby by adding this:

https://github.com/actions/cache/blob/master/examples.md#rub...

    - uses: ruby/setup-ruby@v1

➜ getting-started-with-act git:(master) act -j build WARN ⚠ You are using Apple M1 chip and you have not specified container architecture, you might encounter issues while running act. If so, try running it with '--container-architecture linux/amd64'. ⚠ [Node.js CI/build] 🚀 Start image=node:16-buster-slim [Node.js CI/build] 🐳 docker pull image=node:16-buster-slim platform= username= forcePull=false [Node.js CI/build] 🐳 docker create image=node:16-buster-slim platform= entrypoint=["tail" "-f" "/dev/null"] cmd=[] [Node.js CI/build] 🐳 docker run image=node:16-buster-slim platform= entrypoint=["tail" "-f" "/dev/null"] cmd=[] [Node.js CI/build] ☁ git clone 'https://github.com/actions/setup-node' # ref=v3 [Node.js CI/build] ☁ git clone 'https://github.com/actions/cache' # ref=v3 [Node.js CI/build] ☁ git clone 'https://github.com/actions/upload-artifact' # ref=v3 [Node.js CI/build] ⭐ Run Main actions/checkout@v3 [Node.js CI/build] 🐳 docker cp src=/Users/andrewevans/Documents/projects/getting-started-with-act/. dst=/Users/andrewevans/Documents/projects/getting-started-with-act [Node.js CI/build] ✅ Success - Main actions/checkout@v3 [Node.js CI/build] ⭐ Run Main Use Node.js 16.x [Node.js CI/build] 🐳 docker cp src=/Users/andrewevans/.cache/act/actions-setup-node@v3/ dst=/var/run/act/actions/actions-setup-node@v3/ [Node.js CI/build] 🐳 docker exec cmd=[node /var/run/act/actions/actions-setup-node@v3/dist/setup/index.js] user= workdir= [Node.js CI/build] 💬 ::debug::isExplicit: [Node.js CI/build] 💬 ::debug::explicit? false

You could try to find some point in the process where you can set up Actions caches with actions/cache, otherwise Container customization for Self-Hosted Runners is currently in Beta.

I would configure Github Actions cache so Docker doesn't have to compile all layers from scratch every time

In the copied example, npm caching is done via actions/cache@v2 action. But we can simplify our workflow by dropping this step and using built-in functionality for caching

At the beginning of writing this post, I planned to use a cool tool to run Github actions locally https://github.com/nektos/act and I was able to successfully launch the construction and launch of the entire project locally through it, but for this I had to allocate a larger amount of memory and processor, as a result of https://github.com/nektos/act I had to give up and write a small Bash script to build images.

To speed up your development cycle, install and use the act tool to test-run your action directly in your development environment. This tool lets you invoke a GitHub workflow right on your local machine and will save you the round-trips of pushing each change to GitHub to see if it works.

When it comes to the alternatives to tmate, there is another great debugging tool that you could check out. It is called act and it allows you to run GitHub Actions code on your local machine making debugging even easier. It has its own limitations and some learning curve but overall it is another tool you should use if you can’t fix the CI bugs by connecting directly into the running action with the tmate.

Link: https://github.com/nektos/act

Could you upload your build of GitHub's runner image to Docker Hub?

This would be quite useful for users of other GitHub Actions clones like act [0].

[0]: https://github.com/nektos/act

> These kinds of commit messages are typically an indicator of a broken process where somebody needs to commit to see something happen, like a deployment or build process, and aren't able to assert that stuff works locally.

This is one of my biggest pet peeves with services like github actions. Something running locally like "act" [1] isn't sufficient because it doesn't have everything github has and is extra friction anyway to get everyone to use it for testing.

[1] https://github.com/nektos/act

View on GitHub

If you use Github actions, act is incredibly useful. It can be used to test your GH actions, but also serves as an interface for running tasks locally.

That's something that often is difficult or basically impossible. Except for maybe GitHub actions through Act (https://github.com/nektos/act). I'd still lean to something in the yaml sphere if it eventually would be used in deployment pipelines and such. For example a solution incorporating ansible.

It also seems to me that the argument you make is mostly focused on the building step? Earthly certainly seems focused on that aspect.