added README.md file #11
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name: Deploy to Render | |
on: | |
push: | |
branches: | |
- main # Adjust this branch as needed | |
jobs: | |
deploy: | |
runs-on: ubuntu-latest | |
steps: | |
- name: Checkout code | |
uses: actions/checkout@v2 | |
- name: Set up Python | |
uses: actions/setup-python@v2 | |
with: | |
python-version: 3.11 # Replace with your Python version | |
- name: Install dependencies | |
run: pip install -r requirements.txt # Replace with your requirements file | |
- name: Re-train model on every push | |
run: python retrain.py # Replace with your training script | |
- name: Test model on custom inputs | |
run: pytest -p no:cacheprovider --disable-warnings | |
- name: Build Docker image | |
run: | | |
docker build -t credit_card_approval_predictor:latest . | |
docker login -u ${{ secrets.DOCKER_USERNAME }} -p ${{ secrets.DOCKER_PASSWORD }} | |
docker tag credit_card_approval_predictor:latest sayam2801/credit_card_approval_predictor:latest | |
docker push sayam2801/credit_card_approval_predictor:latest | |
- name: Deploy to Render | |
run: | | |
curl -X POST -H "Authorization: Bearer ${{ secrets.RENDER_TOKEN }}" \ | |
-H "Content-Type: application/json" \ | |
--data '{ | |
"image": "credit_card_approval_predictor:latest", | |
"serviceId": "srv-ckteii8168ec73bt59q0" # Replace with your Render service ID | |
}' \ | |
https://api.render.com/v1/deploys | |