Update GitHub Action

[stevenhwu]

From general to specific

cloud infrastructure > DevOps, CI/CD> GitHub Action

Cloud infrastructure: Overarching Well-Architected Framework

• AWS: https://aws.amazon.com/architecture/well-architected/
• Azure: https://learn.microsoft.com/en-us/azure/well-architected/
• Google: https://cloud.google.com/architecture/framework
  They all have similar ideas (ignore sustainability for now)

DevOps and CI/CD

There is a lot of material on this.

Github Action

Go through GitHub Action doc again, what else should be added based on these ideas above.
https://docs.github.com/en/actions

• We probably won't implement all of them, but it's good to know them and doc in the issue
• There are always more tests, ignore that for now.

[stevenhwu]

Migrate from Line msg

[ShawnChen09]

1. Read through the AWS cloud infrastructure framework and documented notes covering summarized key concepts
2. Read CI/CD guide from Real Python to see GitHub Actions sample practices
3. Setup automated PyPI publishing

• Add a GitHub actions workflow for PyPI publishing on releases
• Configured PyPI trusted publishing (pending publisher)
• Ready for testing

4. Improved python-package.yaml with pip dependency caching and expect reduction in build time
5. Planned additional automation (Might need you to help assess whether to add)

• Auto pull request creation: trigger when pushing branches matching feature/* or other patterns
• Auto code quality check using linting tools (may directly add into python-package.yaml)
• Check security and dependency vulnerability periodically (e.g. dependabot)

6. Planned workflow pattern:

• Branch push (feature/*) -> pull request creation -> manual review -> lint -> test -> merge into main branch -> manual release -> PyPI publishing