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Introduction to GitHub Actions for CI/CD pipelines

Sara Verdi
Sara Verdi
Graphite software engineer
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Note

This guide explains this concept in vanilla Git. For Graphite documentation, see our CLI docs.


Continuous Integration and Continuous Delivery (CI/CD) are fundamental practices in modern software development that help automate the process of software delivery. GitHub Actions provides a platform for automating these processes directly within your GitHub repository. GitHub Actions are event-driven, enabling you to create custom software development lifecycle workflows directly in your GitHub repository to build, test, package, release, or deploy any code project on GitHub.

To get started with GitHub Actions for CI/CD, you typically follow these steps:

  1. Create a .github/workflows directory in your repository.
  2. Add a workflow file (YAML format) to define your CI/CD process.
  3. Configure the workflow to run on certain events (e.g., push, pull request) using the on keyword.
  4. Define jobs and steps within the workflow that build, test, and deploy your application.

Here's an example of a simple CI pipeline using GitHub Actions:

Terminal
name: CI Pipeline
on:
push:
branches:
- main
pull_request:
branches:
- main
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: '3.8'
- name: Install dependencies
run: pip install -r requirements.txt
- name: Run tests
run: pytest
  • Customization: GitHub Actions allows you to build complex CI/CD pipelines tailored to your project needs.
  • Integrated within GitHub: No need to use an external CI/CD service; everything runs directly within your GitHub environment.
  • Community-driven: Access a rich marketplace of actions developed by the GitHub community to extend your workflows.
  • Scalability: GitHub Actions scales with your projects; whether you're working on a small personal project or a large enterprise application, it can handle the workload without requiring adjustments to your infrastructure.

Graphite Automations complements GitHub Actions by allowing you to automate additional tasks within your CI/CD pipeline. For example, you can set up rules in Graphite to automatically add reviewers, assignees, or labels to pull requests based on specific criteria, such as files changed or branch names. When a rule is triggered on a pull request, Graphite applies the specified actions automatically. Additionally, Graphite also posts a comment on the pull request within GitHub, informing the author that the rule has been triggered and including a link to the rule on Graphite for easy reference to understand why it was applied.

Example of integrating Graphite with GitHub Actions:

  • Automate reviewer assignments: Create a Graphite automation rule to add reviewers when a PR is created from the feature/ branches.
  • Manage labels automatically: Configure Graphite to add specific labels to PRs containing changes to sensitive areas like the database or APIs.

These automations ensure that the right team members review changes and that PRs are categorized correctly, improving the speed and efficiency of your review process.

Implementing CI/CD with GitHub Actions can simplify your development process by providing automated testing and deployment with robust, customizable options. Plus, by incorporating Graphite Automations, you can further level up your workflows to ensure that your team focuses more on developing and less on the process.

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