deploy-online-endpoint-pipeline #12
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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 | |
| # 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}} | |
| 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,create-deployment] | |
| 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}} |