actions #8
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name: CI/CD Pipeline | |
on: | |
push: | |
branches: | |
- main | |
pull_request: | |
branches: | |
- main | |
schedule: | |
- cron: '00 12 */15 * *' | |
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: 3.9 | |
- name: Install Docker Engine | |
run: | | |
sudo apt-get update | |
sudo apt-get install -y apt-transport-https ca-certificates curl software-properties-common | |
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add - | |
sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" | |
sudo apt-get update | |
sudo apt-get install -y docker-ce docker-ce-cli containerd.io | |
- name: Install dependencies | |
run: | | |
cd machine_learning_and_to_and/regression_problems/predict_real_estate_prices_in_california | |
- name: Print working directory | |
run: | | |
pwd | |
pip install -r docker/requirements.txt | |
- name: Build Docker image | |
run: | | |
cd machine_learning_and_to_and/regression_problems/predict_real_estate_prices_in_california | |
docker build -t real_estate_app . | |
- name: Push to Docker Hub | |
run: | | |
echo "${{ secrets.DOCKER_HUB_PASSWORD }}" | docker login --username "${{ secrets.DOCKER_HUB_USERNAME }}" --password-stdin | |
docker tag real_estate_app:latest ${{ secrets.DOCKER_HUB_USERNAME }}/real_estate_app:latest | |
docker push ${{ secrets.DOCKER_HUB_USERNAME }}/real_estate_app:latest | |
- name: Deploy to production | |
run: | | |
ssh user@your-server "docker pull ${{ secrets.DOCKER_HUB_USERNAME }}/real_estate_app:latest && docker run -d -p 8000:8000 ${{ secrets.DOCKER_HUB_USERNAME }}/real_estate_app:latest" |