Deploy Contoso-Chat Promptflow #3
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| name: Deploy Contoso-Chat Promptflow | |
| on: | |
| workflow_dispatch: | |
| workflow_run: | |
| workflows: ["run-chat-eval-pf-pipeline"] | |
| branches: [main] | |
| types: | |
| - completed | |
| env: | |
| GROUP: ${{secrets.GROUP}} | |
| WORKSPACE: ${{secrets.WORKSPACE}} | |
| SUBSCRIPTION: ${{secrets.SUBSCRIPTION}} | |
| RUN_NAME: contoso_chat | |
| EVAL_RUN_NAME: contoso_chat_eval | |
| ENDPOINT_NAME: contoso_chat | |
| DEPLOYMENT_NAME: blue | |
| KEY_VAULT_NAME: ${{secrets.KEY_VAULT_NAME}} | |
| jobs: | |
| create-endpoint-and-deploy-pf: | |
| runs-on: ubuntu-latest | |
| if: ${{ github.event_name == 'workflow_dispatch' || github.event.workflow_run.conclusion == 'success' }} | |
| steps: | |
| - name: Check out repo | |
| uses: actions/checkout@v2 | |
| - name: Install az ml extension | |
| run: az extension add -n ml -y | |
| - name: Azure login | |
| uses: azure/login@v1 | |
| with: | |
| creds: ${{secrets.AZURE_CREDENTIALS}} | |
| - name: List current directory | |
| run: ls | |
| - name: Set default subscription | |
| run: | | |
| az account set -s ${{env.SUBSCRIPTION}} | |
| - name: Create Hash | |
| run: echo "HASH=$(echo -n $RANDOM | sha1sum | cut -c 1-6)" >> "$GITHUB_ENV" | |
| - name: Create unique endpoint name | |
| run: echo "ENDPOINT_NAME=$(echo 'contoso-chat-'$HASH)" >> "$GITHUB_ENV" | |
| - name: Display endpoint name | |
| run: echo "Endpoint name is:" ${{env.ENDPOINT_NAME}} | |
| - name: Setup endpoint | |
| run: az ml online-endpoint create --file deployment/chat-endpoint.yaml --name ${{env.ENDPOINT_NAME}} -g ${{env.GROUP}} -w ${{env.WORKSPACE}} | |
| - name: Update deployment PRT_CONFIG variable | |
| run: | | |
| PRT_CONFIG_OVERRIDE=deployment.subscription_id=${{ env.SUBSCRIPTION }},deployment.resource_group=${{ env.GROUP }},deployment.workspace_name=${{ env.WORKSPACE }},deployment.endpoint_name=${{ env.ENDPOINT_NAME }},deployment.deployment_name=${{ env.DEPLOYMENT_NAME }} | |
| sed -i "s/PRT_CONFIG_OVERRIDE:.*/PRT_CONFIG_OVERRIDE: $PRT_CONFIG_OVERRIDE/g" deployment/chat-deployment.yaml | |
| - name: Setup deployment | |
| run: az ml online-deployment create --file deployment/chat-deployment.yaml --endpoint-name ${{env.ENDPOINT_NAME}} --all-traffic -g ${{env.GROUP}} -w ${{env.WORKSPACE}} | |
| - name: Check the status of the endpoint | |
| run: az ml online-endpoint show -n ${{env.ENDPOINT_NAME}} -g ${{env.GROUP}} -w ${{env.WORKSPACE}} | |
| - name: Check the status of the deployment | |
| run: az ml online-deployment get-logs --name contoso-chat --endpoint-name ${{env.ENDPOINT_NAME}} -g ${{env.GROUP}} -w ${{env.WORKSPACE}} | |
| - name: Read endpoint principal | |
| run: | | |
| az ml online-endpoint show -n ${{env.ENDPOINT_NAME}} -g ${{env.GROUP}} -w ${{env.WORKSPACE}} > endpoint.json | |
| jq -r '.identity.principal_id' endpoint.json > principal.txt | |
| echo "Principal is: $(cat principal.txt)" | |
| - name: Assign Permission to Endpoint Principal | |
| run: | | |
| echo "assigning permissions to Principal to AzureML workspace.." | |
| az role assignment create --assignee $(cat principal.txt) --role "AzureML Data Scientist" --scope "/subscriptions/${{ env.SUBSCRIPTION }}/resourcegroups/${{env.GROUP}}/providers/Microsoft.MachineLearningServices/workspaces/${{env.WORKSPACE}}" | |
| az role assignment create --assignee $(cat principal.txt) --role "Azure Machine Learning Workspace Connection Secrets Reader" --scope "/subscriptions/${{ env.SUBSCRIPTION }}/resourcegroups/${{env.GROUP}}/providers/Microsoft.MachineLearningServices/workspaces/${{env.WORKSPACE}}/onlineEndpoints/${{env.ENDPOINT_NAME}}" | |
| echo "assigning permissions to Principal to Key vault.." | |
| az keyvault set-policy --name ${{secrets.KEY_VAULT_NAME}} --resource-group ${{env.GROUP}} --object-id $(cat principal.txt) --secret-permissions get list | |