updated readme #5
Workflow file for this run
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| name: Deploy Model | |
| on: | |
| pull_request_target: | |
| types: [labeled] | |
| env: | |
| workspace-name: aml-ws-mlops | |
| resource-group: rg-mlops | |
| job-name: amusing_jackal_9w9m3ls2b2 | |
| model-name: azureml_amusing_jackal_9w9m3ls2b2_output_mlflow_log_model_583397521 | |
| permissions: | |
| id-token: write | |
| contents: read | |
| jobs: | |
| register-model: | |
| if: github.event.label.name == 'register-model' | |
| name: Register Model | |
| runs-on: ubuntu-latest | |
| environment: | |
| name: prod | |
| steps: | |
| - name: Check out repo | |
| uses: actions/checkout@main | |
| - name: Install az ml extension | |
| run: az extension add -n ml -y | |
| - name: "Az CLI login" | |
| uses: azure/login@v1 | |
| with: | |
| client-id: ${{ secrets.AZURE_CLIENT_ID }} | |
| tenant-id: ${{ secrets.AZURE_TENANT_ID }} | |
| subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| - name: Trigger Azure ML job | |
| run: az ml model create --name ${{ env.model-name }} --path azureml://jobs/${{ env.job-name }}/outputs/artifacts/paths/model/ --type mlflow_model --workspace-name ${{ env.workspace-name }} --resource-group ${{ env.resource-group }} | |
| create-endpoint: | |
| name: Create Endpoint | |
| if: github.event.label.name == 'create-endpoint' | |
| runs-on: ubuntu-latest | |
| environment: | |
| name: prod | |
| steps: | |
| - name: Check out repo | |
| uses: actions/checkout@main | |
| - name: Install az ml extension | |
| run: az extension add -n ml -y | |
| - name: "Az CLI login" | |
| uses: azure/login@v1 | |
| with: | |
| client-id: ${{ secrets.AZURE_CLIENT_ID }} | |
| tenant-id: ${{ secrets.AZURE_TENANT_ID }} | |
| subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| - name: Trigger Azure ML job | |
| run: az ml online-endpoint create -f src/create-endpoint.yml --workspace-name ${{ env.workspace-name }} --resource-group ${{ env.resource-group }} | |
| deploy-model: | |
| name: Deploy Model | |
| if: github.event.label.name == 'deploy-model' | |
| runs-on: ubuntu-latest | |
| environment: | |
| name: prod | |
| steps: | |
| - name: Check out repo | |
| uses: actions/checkout@main | |
| - name: Install az ml extension | |
| run: az extension add -n ml -y | |
| - name: "Az CLI login" | |
| uses: azure/login@v1 | |
| with: | |
| client-id: ${{ secrets.AZURE_CLIENT_ID }} | |
| tenant-id: ${{ secrets.AZURE_TENANT_ID }} | |
| subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| - name: Trigger Azure ML job | |
| run: az ml online-deployment create -f src/deploy-endpoint.yml --all-traffic --workspace-name ${{ env.workspace-name }} --resource-group ${{ env.resource-group }} |