72 строки
2.0 KiB
Bash
72 строки
2.0 KiB
Bash
#!/bin/bash
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set -e
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# <set_variables>
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ENDPOINT_NAME=endpt-moe-`echo $RANDOM`
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KV_NAME="kvexample${RANDOM}"
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RESOURCE_GROUP=$(az config get --query "defaults[?name == 'group'].value" -o tsv)
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# </set_variables>
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# <create_endpoint>
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az ml online-endpoint create -n $ENDPOINT_NAME
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# </create_endpoint>
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# <check_endpoint>
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# Check if endpoint was successful
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endpoint_status=`az ml online-endpoint show --name $ENDPOINT_NAME --query "provisioning_state" -o tsv `
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echo $endpoint_status
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if [[ $endpoint_status == "Succeeded" ]]
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then
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echo "Endpoint created successfully"
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else
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echo "Endpoint creation failed"
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exit 1
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fi
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# </check_endpoint>
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# <create_keyvault>
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az keyvault create -n $KV_NAME -g $RESOURCE_GROUP --enable-rbac-authorization false
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# </create_keyvault>
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# <set_access_policy>
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ENDPOINT_PRINCIPAL_ID=$(az ml online-endpoint show -n $ENDPOINT_NAME --query identity.principal_id -o tsv)
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az keyvault set-policy -n $KV_NAME --object-id $ENDPOINT_PRINCIPAL_ID --secret-permissions get
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# </set_access_policy>
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# <set_secret>
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az keyvault secret set --vault-name $KV_NAME -n multiplier --value 7
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# </set_secret>
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# <create_deployment>
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az ml online-deployment create \
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-f endpoints/online/managed/keyvault/keyvault-deployment.yml \
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--set endpoint_name=$ENDPOINT_NAME \
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--set environment_variables.KV_SECRET_MULTIPLIER="multiplier@https://$KV_NAME.vault.azure.net" \
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--all-traffic
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# </create-deployment>
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# <check_deployment>
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deploy_status=`az ml online-deployment show --name kvdep --endpoint $ENDPOINT_NAME --query "provisioning_state" -o tsv `
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echo $deploy_status
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if [[ $deploy_status == "Succeeded" ]]
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then
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echo "Deployment completed successfully"
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else
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echo "Deployment failed"
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exit 1
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fi
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# </check_deployment>
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# <test_endpoint>
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az ml online-endpoint invoke -n $ENDPOINT_NAME \
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--request-file endpoints/online/managed/keyvault/sample_request.json
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# </test_endpoint>
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# <delete_endpoint>
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az ml online-endpoint delete --yes -n $ENDPOINT_NAME --no-wait
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# </delete_endpoint>
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# <delete_keyvault>
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az keyvault delete --name $KV_NAME --no-wait
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# </delete_keyvault>
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