Update train_model.py #7
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name: CI/CD Pipeline | |
on: | |
push: | |
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: '3.8' | |
- name: Install dependencies | |
run: pip install -r requirements.txt | |
- name: Test model | |
run: pytest | |
- name: Build Docker image | |
run: docker build -t your-dockerhub-username/image-classifier:latest . | |
- name: Push Docker image | |
run: docker push your-dockerhub-username/image-classifier:latest | |
- name: Deploy to Kubernetes | |
run: kubectl apply -f k8s/deployment.yaml |