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SaschaDittmann/01_AddAzureMLCLIExtension.sh

Created October 21, 2019 16:41
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DevOps for Machine Learning (Azure MLOps Part 4) - Deploy Your Model to Azure Container Instances
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01_AddAzureMLCLIExtension.sh
az extension add -n azure-cli-ml
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02_DeployToMLServiceAsACI.sh
az ml model deploy -g $(azureml.resourceGroup) -w $(azureml.workspaceName) -n $(service.name.staging) -f ../metadata/model.json --dc aciDeploymentConfig.yml --ic inferenceConfig.yml --overwrite
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03_InstallPythonRequirements.sh
$(System.DefaultWorkingDirectory)/_MLOps-YouTube-CI/drop/setup/install_requirements.sh
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04_RunIntegrationTests.sh
pytest integration_test.py --doctest-modules --junitxml=junit/test-results.xml --cov=integration_test --cov-report=xml --cov-report=html --scoreurl $(az ml service show -g $(azureml.resourceGroup) -w $(azureml.workspaceName) -n $(service.name.staging) --query scoringUri -o tsv)
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