Create ci-cd.yml #1
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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: 3.10 | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
pip install -r requirements.txt | |
- name: Lint with flake8 | |
run: | | |
pip install flake8 | |
# stop the build if there are Python syntax errors or undefined names | |
flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics | |
# exit-zero treats all errors as warnings. | |
flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics | |
- name: Test with pytest | |
run: | | |
pip install pytest | |
pytest | |
- name: Set up Docker Buildx | |
uses: docker/setup-buildx-action@v1 | |
- name: Login to DockerHub | |
uses: docker/login-action@v1 | |
with: | |
username: ${{ secrets.DOCKER_USERNAME }} | |
password: ${{ secrets.DOCKER_PASSWORD }} | |
- name: Build and push Docker image | |
uses: docker/build-push-action@v2 | |
with: | |
context: . | |
push: true | |
tags: ${{ secrets.DOCKER_USERNAME }}/fraud-detection-model:latest | |
- name: Deploy to Heroku | |
env: | |
HEROKU_API_KEY: ${{ secrets.HEROKU_API_KEY }} | |
run: | | |
curl https://cli-assets.heroku.com/install.sh | sh | |
heroku container:login | |
heroku container:push web -a ${{ secrets.HEROKU_APP_NAME }} | |
heroku container:release web -a ${{ secrets.HEROKU_APP_NAME }} |