Azure Cloud Deployment

6/8

Deployment Architecture

GitHub Repository

Source Code & Workflow

GitHub Actions

CI/CD Pipeline Workflow

Docker Container

Containerized Application

Azure Container Registry

testdockerafroz.azurecr.io

Azure Web App

studentperformancecheck

CI/CD Pipeline Implementation

name: Build and deploy container app to Azure Web App

on:
  push:
    branches:
      - main
  workflow_dispatch:

jobs:
  build:
    runs-on: 'ubuntu-latest'
    steps:
    - uses: actions/checkout@v2
    
    - name: Set up Docker Buildx
      uses: docker/setup-buildx-action@v2

    - name: Log in to registry
      uses: docker/login-action@v2
      with:
        registry: testdockerafroz.azurecr.io/
        username: ${{ secrets.AzureAppService_ContainerUsername }}
        password: ${{ secrets.AzureAppService_ContainerPassword }}

    - name: Build and push container image
      uses: docker/build-push-action@v3
      with:
        push: true
        tags: testdockerafroz.azurecr.io/studentperformance1:${{ github.sha }}
                    

Security

Secret management
Private container registry
Automated updates

Performance

Containerized isolation
Autoscaling capability
Global distribution

Deployment Endpoints

studentperformancecheck.azurewebsites.net

/predictdata

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