서버리스 앱을 위한 CI/CD

Welcome to the world of Continuous Integration and Continuous Delivery (CI/CD) for serverless applications! This lesson will guide you through automating your development and deployment workflows.

CI/CD pipelines are essential for modern software development, ensuring faster, more reliable, and consistent releases of your serverless projects.

Serverless architectures, with their small, independent functions, are perfect candidates for CI/CD.

• Rapid Iteration: Deploy new features or bug fixes quickly and frequently.
• Consistency: Ensure every deployment follows the same steps, reducing human error.
• Reliability: Automated testing catches issues early, preventing broken code from reaching production.
• Collaboration: Teams can integrate their work continuously without manual merge conflicts or deployment bottlenecks.

Continuous Integration (CI) is the practice of regularly merging all developers' code changes into a central repository.

Each merge triggers an automated build and test process. The goal is to detect and fix integration issues early, preventing them from escalating.

• Developers commit code frequently.
• Automated system builds the application.
• Automated tests run against the new build.

Continuous Delivery (CD) extends CI by ensuring that all code changes are automatically prepared for a release to production after the build stage.

This means you can release new features or updates at any time, with confidence that the software is always in a deployable state.

• After successful CI, the application is ready for deployment.
• Automated steps deploy to staging or production environments.
• Manual approval might be required for production deployments.

A typical serverless CI/CD pipeline often involves several stages and AWS services:

• Source: Your code repository (e.g., AWS CodeCommit, GitHub).
• Build: Compiling code, installing dependencies (e.g., AWS CodeBuild).
• Test: Running automated tests (unit, integration).
• Deploy: Deploying your serverless application (e.g., AWS CodeDeploy, SAM, Serverless Framework).

The Source stage simply pulls your latest code from a version control system. This is the starting point for any pipeline.

In the Build stage, your code is prepared for deployment. For serverless functions, this often means:

• Installing dependencies (e.g., npm install for Node.js, pip install for Python).
• Transpiling code (e.g., TypeScript to JavaScript).
• Packaging the deployment artifact (e.g., a .zip file).

When using tools like AWS SAM or the Serverless Framework, the build step can be as simple as invoking their build commands.

Here's a snippet for a buildspec.yml (used by AWS CodeBuild) that builds a SAM application:

version: 0.2
phases:
  install:
    commands:
      - npm install -g aws-sam-cli
  build:
    commands:
      - sam build --use-container
artifacts:
  files:
    - '**/*'

This script installs SAM CLI and then builds your serverless application, preparing it for deployment.

Automated testing is critical for CI/CD. It verifies that your code works as expected and hasn't introduced regressions.

You can include various types of tests:

• Unit Tests: Test individual functions or components in isolation.
• Integration Tests: Verify interactions between different parts of your application or with external services.

Below is a simple Python unit test example for a Lambda handler:

After successful testing, the Deploy stage takes your built and tested artifacts and deploys them to an AWS environment.

Common deployment tools like AWS SAM and the Serverless Framework simplify this process by:

• Creating/updating AWS CloudFormation stacks.
• Uploading function code to S3.
• Configuring API Gateway, DynamoDB, etc.

Advanced strategies like canary or blue/green deployments can be integrated for zero-downtime updates.

In this lesson, we explored the power of CI/CD for serverless applications. You learned about:

• The definitions and benefits of Continuous Integration and Continuous Delivery.
• The typical stages of a serverless CI/CD pipeline: Source, Build, Test, and Deploy.
• How automated testing and deployment tools integrate into your workflow.

Embracing CI/CD ensures your serverless projects are built and delivered with speed, confidence, and consistency!