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name: CI/CD Pipeline
on:
push:
branches: [ main, develop ]
pull_request:
branches: [ main ]
jobs:
test:
runs-on: ubuntu-latest
services:
mlflow:
image: python:3.11-slim
ports:
- 5000:5000
options: >-
--health-cmd "curl -f http://localhost:5000/health || exit 1"
--health-interval 30s
--health-timeout 10s
--health-retries 5
strategy:
matrix:
python-version: [3.9, 3.10, 3.11]
steps:
- uses: actions/checkout@v4
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Cache pip packages
uses: actions/cache@v4
with:
path: ~/.cache/pip
key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements-enhanced.txt') }}
restore-keys: |
${{ runner.os }}-pip-
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r requirements-enhanced.txt
lint:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.11
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r requirements-enhanced.txt
- name: Lint with flake8
run: |
flake8 src/ --count --select=E9,F63,F7,F82 --show-source --statistics
flake8 src/ --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
type-check:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.11
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r requirements-enhanced.txt
- name: Type check with mypy
run: |
mypy src/ --ignore-missing-imports
format-check:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.11
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r requirements-enhanced.txt
- name: Format check with black
run: |
black --check src/
test:
needs: [lint, type-check, format-check]
runs-on: ubuntu-latest
strategy:
matrix:
python-version: [3.9, 3.10, 3.11]
steps:
- uses: actions/checkout@v4
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r requirements-enhanced.txt
- name: Run tests
run: |
pytest tests/ -v --cov=src --cov-report=xml
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v4
with:
token: ${{ secrets.CODECOV_TOKEN }}
files: ./coverage.xml
fail_ci_if_error: true
- name: Test Summary
run: |
echo "### Test Summary" >> $GITHUB_STEP_SUMMARY
echo "- Python version: ${{ matrix.python-version }}" >> $GITHUB_STEP_SUMMARY
echo "- Test results: passed" >> $GITHUB_STEP_SUMMARY
- name: Run integration tests
run: |
pytest tests/integration/ -v
env:
MLFLOW_TRACKING_URI: http://localhost:5000
JWT_SECRET_KEY: test-secret-key
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v4
with:
token: ${{ secrets.CODECOV_TOKEN }}
files: ./coverage.xml
fail_ci_if_error: true
security:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.11
- name: Install security scanning tools
run: |
pip install bandit safety
- name: Run Bandit security scan
run: |
bandit -r src/ -f json -o bandit-report.json
- name: Run Safety vulnerability check
run: |
safety check --json --output safety-report.json
- name: Upload security reports
uses: actions/upload-artifact@v4
with:
name: security-reports
path: |
bandit-report.json
safety-report.json
build-and-push:
needs: [test, security]
runs-on: ubuntu-latest
if: github.ref == 'refs/heads/main'
steps:
- uses: actions/checkout@v4
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Login to Container Registry
uses: docker/login-action@v3
with:
registry: ${{ secrets.REGISTRY_URL }}
username: ${{ secrets.REGISTRY_USERNAME }}
password: ${{ secrets.REGISTRY_PASSWORD }}
- name: Build and push API image
uses: docker/build-push-action@v5
with:
context: .
file: ./docker/Dockerfile.api
push: true
tags: |
${{ secrets.REGISTRY_URL }}/credit-gam-api:latest
${{ secrets.REGISTRY_URL }}/credit-gam-api:${{ github.sha }}
cache-from: type=gha
cache-to: type=gha,mode=max
- name: Build and push Dashboard image
uses: docker/build-push-action@v5
with:
context: .
file: ./docker/Dockerfile.dash
push: true
tags: |
${{ secrets.REGISTRY_URL }}/credit-gam-dash:latest
${{ secrets.REGISTRY_URL }}/credit-gam-dash:${{ github.sha }}
cache-from: type=gha
cache-to: type=gha,mode=max
deploy-staging:
needs: build-and-push
runs-on: ubuntu-latest
if: github.ref == 'refs/heads/main'
environment: staging
steps:
- uses: actions/checkout@v4
- name: Deploy to staging
run: |
echo "Deploying to staging environment..."
# Add deployment script here
# kubectl apply -f k8s/staging/
# Or use Helm, ArgoCD, etc.
model-validation:
needs: deploy-staging
runs-on: ubuntu-latest
if: github.ref == 'refs/heads/main'
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.11
- name: Install dependencies
run: |
pip install -r requirements-enhanced.txt
- name: Run model validation tests
run: |
python scripts/validate_model_performance.py
env:
MLFLOW_TRACKING_URI: ${{ secrets.STAGING_MLFLOW_URI }}
MODEL_URI: ${{ secrets.STAGING_MODEL_URI }}
deploy-production:
needs: model-validation
runs-on: ubuntu-latest
if: github.ref == 'refs/heads/main'
environment: production
steps:
- uses: actions/checkout@v4
- name: Deploy to production
run: |
echo "Deploying to production environment..."
# Add production deployment script here
# kubectl apply -f k8s/production/