Update ci-cd.yml

Author: JayDS22

.github/workflows/ci-cd.yml

@@ -1,222 +1 @@
-name: CI/CD Pipeline
 
-on:
-  push:
-    branches: [ main, develop ]
-  pull_request:
-    branches: [ main, develop ]
-  release:
-    types: [ created ]
-
-env:
-  PYTHON_VERSION: '3.10'
-  PYTORCH_VERSION: '2.0.0'
-
-jobs:
-  code-quality:
-    name: Code Quality Checks
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-      
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: ${{ env.PYTHON_VERSION }}
-      
-      - name: Install dependencies
-        run: |
-          pip install black isort flake8 mypy pylint bandit
-      
-      - name: Black formatting check
-        run: black --check .
-      
-      - name: isort import sorting check
-        run: isort --check-only .
-      
-      - name: Flake8 linting
-        run: flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
-      
-      - name: Security check with bandit
-        run: bandit -r . -f json -o bandit-report.json
-      
-      - name: Type checking with mypy
-        run: mypy . --ignore-missing-imports || true
-
-  unit-tests:
-    name: Unit Tests
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ['3.8', '3.9', '3.10']
-    steps:
-      - uses: actions/checkout@v3
-      
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
-        with:
-          python-version: ${{ matrix.python-version }}
-      
-      - name: Install dependencies
-        run: |
-          pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
-          pip install -r requirements.txt
-          pip install pytest pytest-cov pytest-xdist
-          pip install -e .
-      
-      - name: Run unit tests
-        run: |
-          pytest test_distributed.py -v --cov=. --cov-report=xml --cov-report=html
-      
-      - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v3
-        with:
-          file: ./coverage.xml
-
-  integration-tests:
-    name: Integration Tests (GPU)
-    runs-on: [self-hosted, gpu]
-    if: github.event_name == 'push'
-    steps:
-      - uses: actions/checkout@v3
-      
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: ${{ env.PYTHON_VERSION }}
-      
-      - name: Install dependencies
-        run: |
-          pip install torch torchvision --index-url https://download.pytorch.org/whl/cu118
-          pip install -r requirements.txt
-          pip install -e .
-      
-      - name: Run single GPU tests
-        run: |
-          python production_train.py --batch-size 16 --epochs 1
-      
-      - name: Run multi-GPU tests
-        run: |
-          torchrun --nproc_per_node=2 production_train.py --batch-size 16 --epochs 1 --strategy ddp
-      
-      - name: Run benchmarks
-        run: |
-          python run_benchmark.py --gpus 1 2 --strategies ddp --batch-sizes 32
-
-  docker-build:
-    name: Build Docker Image
-    runs-on: ubuntu-latest
-    needs: [code-quality, unit-tests]
-    steps:
-      - uses: actions/checkout@v3
-      
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
-      
-      - name: Login to DockerHub
-        uses: docker/login-action@v2
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-      
-      - name: Build and push
-        uses: docker/build-push-action@v4
-        with:
-          context: .
-          push: ${{ github.event_name == 'push' && github.ref == 'refs/heads/main' }}
-          tags: |
-            ${{ secrets.DOCKERHUB_USERNAME }}/distributed-training:latest
-            ${{ secrets.DOCKERHUB_USERNAME }}/distributed-training:${{ github.sha }}
-          cache-from: type=registry,ref=${{ secrets.DOCKERHUB_USERNAME }}/distributed-training:buildcache
-          cache-to: type=registry,ref=${{ secrets.DOCKERHUB_USERNAME }}/distributed-training:buildcache,mode=max
-
-  performance-benchmarks:
-    name: Performance Benchmarks
-    runs-on: [self-hosted, gpu]
-    if: github.event_name == 'pull_request'
-    steps:
-      - uses: actions/checkout@v3
-      
-      - name: Install dependencies
-        run: |
-          pip install torch torchvision
-          pip install -r requirements.txt
-          pip install -e .
-      
-      - name: Run performance benchmarks
-        run: |
-          python run_benchmark.py --gpus 1 2 4 --strategies ddp fsdp --output-dir benchmark-results
-      
-      - name: Upload benchmark results
-        uses: actions/upload-artifact@v3
-        with:
-          name: benchmark-results
-          path: benchmark-results/
-
-  security-scan:
-    name: Security Scanning
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-      
-      - name: Run Trivy vulnerability scanner
-        uses: aquasecurity/trivy-action@master
-        with:
-          scan-type: 'fs'
-          scan-ref: '.'
-          format: 'sarif'
-          output: 'trivy-results.sarif'
-      
-      - name: Upload Trivy results to GitHub Security tab
-        uses: github/codeql-action/upload-sarif@v2
-        with:
-          sarif_file: 'trivy-results.sarif'
-
-  deploy-staging:
-    name: Deploy to Staging
-    runs-on: ubuntu-latest
-    needs: [docker-build, integration-tests]
-    if: github.ref == 'refs/heads/develop'
-    steps:
-      - uses: actions/checkout@v3
-      
-      - name: Configure kubectl
-        uses: azure/setup-kubectl@v3
-      
-      - name: Deploy to staging
-        run: |
-          kubectl apply -f k8s-deployment.yaml --namespace=staging
-          kubectl rollout status statefulset/distributed-training --namespace=staging
-
-  deploy-production:
-    name: Deploy to Production
-    runs-on: ubuntu-latest
-    needs: [docker-build, integration-tests, performance-benchmarks]
-    if: github.event_name == 'release'
-    steps:
-      - uses: actions/checkout@v3
-      
-      - name: Configure kubectl
-        uses: azure/setup-kubectl@v3
-      
-      - name: Deploy to production
-        run: |
-          kubectl apply -f k8s-deployment.yaml --namespace=production
-          kubectl rollout status statefulset/distributed-training --namespace=production
-      
-      - name: Run smoke tests
-        run: |
-          kubectl exec -n production distributed-training-0 -- python -c "import torch; print(f'PyTorch {torch.__version__}')"
-
-  notification:
-    name: Send Notifications
-    runs-on: ubuntu-latest
-    needs: [code-quality, unit-tests, integration-tests]
-    if: always()
-    steps:
-      - name: Send Slack notification
-        uses: 8398a7/action-slack@v3
-        with:
-          status: ${{ job.status }}
-          text: 'CI/CD Pipeline Status: ${{ job.status }}'
-          webhook_url: ${{ secrets.SLACK_WEBHOOK }}