Update main_pdd-ml.yml #21
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name: Build and deploy Python app to Azure Web App - plantdiseasesdetection | |
on: | |
push: | |
branches: | |
- main | |
workflow_dispatch: | |
jobs: | |
build: | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v2 | |
- name: Set up Python version | |
uses: actions/setup-python@v1 | |
with: | |
python-version: '3.10' | |
- name: Create and start virtual environment | |
run: | | |
python -m venv venv | |
source venv/bin/activate | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
python -m pip install flask numpy tensorflow==2.13.0 werkzeug | |
# Optional: Add step to run tests here (PyTest, Django test suites, etc.) | |
- name: Upload artifact for deployment jobs | |
uses: actions/upload-artifact@v2 | |
with: | |
name: python-app | |
path: | | |
. | |
!venv/ | |
deploy: | |
runs-on: ubuntu-latest | |
needs: build | |
environment: | |
name: 'Production' | |
url: ${{ steps.deploy-to-webapp.outputs.webapp-url }} | |
steps: | |
- name: Download artifact from build job | |
uses: actions/download-artifact@v2 | |
with: | |
name: python-app | |
path: . | |
- name: 'Deploy to Azure Web App' | |
uses: azure/webapps-deploy@v2 | |
id: deploy-to-webapp | |
with: | |
app-name: 'plantdiseasesdetection' | |
slot-name: 'Production' | |
publish-profile: ${{ secrets.AZUREAPPSERVICE_PUBLISHPROFILE_D842050AEA394A909D67BB93FE9519A0 }} |