main.yml

name: CI/CD Pipeline

on:
  push:
    branches:
      - main
  pull_request:
    branches:
      - main

jobs:
  build:
    runs-on: ubuntu-latest

    steps:
      - name: Checkout code
        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

  docker_build:
    runs-on: ubuntu-latest
    needs: build

    steps:
      - name: Checkout code
        uses: actions/checkout@v2

      - name: Build Docker image
        run: |
          docker build -t ai-project-cifar10 .

      - name: Log in to DockerHub
        run: echo "${{ secrets.DOCKER_PASSWORD }}" | docker login -u "${{ secrets.DOCKER_USERNAME }}" --password-stdin

      - name: Push Docker image
        run: |
          docker tag ai-project-cifar10 yourdockerhubusername/ai-project-cifar10:latest
          docker push yourdockerhubusername/ai-project-cifar10:latest

  deploy:
    runs-on: ubuntu-latest
    needs: docker_build

    steps:
      - name: Set up Kubernetes
        uses: azure/setup-kubectl@v1

      - name: Deploy to Kubernetes
        run: |
          kubectl apply -f k8s/deployment.yaml
          kubectl apply -f k8s/service.yaml