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ci-cd.yml
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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: 3.12.0
- 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 }}