deploy-online-endpoint-pipeline #27
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| name: deploy-online-endpoint-pipeline | |
| on: | |
| workflow_dispatch: | |
| jobs: | |
| get-config: | |
| uses: Azure/mlops-templates/.github/workflows/read-yaml.yml@main | |
| with: | |
| file_name: config-infra-prod.yml | |
| get-endpoint: | |
| needs: get-config | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: "Az CLI login" | |
| uses: azure/login@v1 | |
| with: | |
| creds: ${{secrets.AZURE_CREDENTIALS}} | |
| enable-AzPSSession: true | |
| - name: install-extension | |
| run: az extension add -n ml -y | |
| - name: update-extension | |
| run: az extension update -n ml | |
| - id: get-ml-endpoint | |
| name: get-ml-endpoint | |
| run: | | |
| endpoint="`az ml online-endpoint show --n ${{ format('taxi{0}', needs.get-config.outputs.oep) }} -g ${{ needs.get-config.outputs.resource_group }} -w ${{ needs.get-config.outputs.aml_workspace }} --query name`" | |
| echo "$endpoint" | |
| echo "${{ format('taxi{0}', needs.get-config.outputs.oep) }}" | |
| if [[ $endpoint = "${{ format('taxi{0}', needs.get-config.outputs.oep) }}" ]] | |
| then | |
| echo "same" | |
| else | |
| echo "not same" | |
| fi | |
| # TODO: Update if exists else create | |
| # create-endpoint: | |
| # needs: get-config | |
| # uses: Azure/mlops-templates/.github/workflows/create-endpoint.yml@main | |
| # with: | |
| # resource_group: ${{ needs.get-config.outputs.resource_group }} | |
| # workspace_name: ${{ needs.get-config.outputs.aml_workspace }} | |
| # endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml | |
| # endpoint_name: ${{ format('taxi{0}', needs.get-config.outputs.oep) }} | |
| # endpoint_type: online | |
| # secrets: | |
| # creds: ${{secrets.AZURE_CREDENTIALS}} | |
| # # TODO: Update if exists else create | |
| # create-deployment: | |
| # uses: Azure/mlops-templates/.github/workflows/create-deployment.yml@main | |
| # needs: [get-config] | |
| # with: | |
| # resource_group: ${{ needs.get-config.outputs.resource_group }} | |
| # workspace_name: ${{ needs.get-config.outputs.aml_workspace }} | |
| # endpoint_file: mlops/azureml/deploy/online/online-deployment.yml | |
| # endpoint_name: ${{ format('taxi{0}', needs.get-config.outputs.oep) }} | |
| # endpoint_type: online | |
| # deployment_name: taxi-online-dp | |
| # secrets: | |
| # creds: ${{secrets.AZURE_CREDENTIALS}} | |
| # allocate-traffic: | |
| # uses: Azure/mlops-templates/.github/workflows/allocate-traffic.yml@main | |
| # needs: [get-config] | |
| # with: | |
| # resource_group: ${{ needs.get-config.outputs.resource_group }} | |
| # workspace_name: ${{ needs.get-config.outputs.aml_workspace }} | |
| # traffic_allocation: taxi-online-dp=100 | |
| # endpoint_name: ${{ format('taxi{0}', needs.get-config.outputs.oep) }} | |
| # secrets: | |
| # creds: ${{secrets.AZURE_CREDENTIALS}} |