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actions #9

Workflow file for this run

.github/workflows/ci_cd_predict_real_estate_prices_in_california.yml at 6082b93
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 $(lsb_release -cs) stable"
sudo apt-get update
sudo apt-get install -y docker-ce docker-ce-cli containerd.io
- name: Install dependencies
run: |
pwd
ls -la
cd machine_learning_and_to_and/regression_problems/predict_real_estate_prices_in_california
pip install -r docker/requirements.txt
- name: Build Docker image
run: |
cd machine_learning_and_to_and/regression_problems/predict_real_estate_prices_in_california
docker build -t real_estate_app .
- name: Push to Docker Hub
run: |
echo "${{ 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"