Deploy an AKS cluster for Azure ML

Last updated: 6/8/2020

This template allows you to deploy an entreprise compliant AKS cluster which can be attached to Azure ML

This Azure Resource Manager template was created by a member of the community and not by Microsoft. Each Resource Manager template is licensed to you under a license agreement by its owner, not Microsoft. Microsoft is not responsible for Resource Manager templates provided and licensed by community members and does not screen for security, compatibility, or performance. Community Resource Manager templates are not supported under any Microsoft support program or service, and are made available AS IS without warranty of any kind.

Parameters

Parameter Name Description
clusterName The name of the Managed Cluster resource.
location The location of the Managed Cluster resource.
osDiskSizeGB Disk size (in GB) to provision for each of the agent pool nodes. This value minimun 30 to 1023. Specifying 100 is the default value required to be attached to Azure ML.
agentCount The number of nodes for the cluster.
podCidr A CIDR notation IP range from which to assign pod IPs when kubenet is used
serviceCidr A CIDR notation IP range from which to assign service cluster IPs.
dnsServiceIP An IP address assigned to the Kubernetes DNS service
dockerBridgeCidr A specific IP address and netmask for the Docker bridge, using standard CIDR notation.
agentVMSize The size of the VM instances.
kuberneteVersion Supported Azure Kubernetes version
linuxAdminUsername User name for the Linux Virtual Machines.
sshRSAPublicKey Configure all linux machines with the SSH RSA public key string. Your key should include three parts, for example 'ssh-rsa AAAAB...snip...UcyupgH azureuser@linuxvm'

Use the template

PowerShell

New-AzResourceGroup -Name <resource-group-name> -Location <resource-group-location> #use this command when you need to create a new resource group for your deployment
New-AzResourceGroupDeployment -ResourceGroupName <resource-group-name> -TemplateUri https://raw.githubusercontent.com/Azure/azure-quickstart-templates/master/101-aks-azml-targetcompute/azuredeploy.json
Install and configure Azure PowerShell

Command line

az group create --name <resource-group-name> --location <resource-group-location> #use this command when you need to create a new resource group for your deployment
az group deployment create --resource-group <my-resource-group> --template-uri https://raw.githubusercontent.com/Azure/azure-quickstart-templates/master/101-aks-azml-targetcompute/azuredeploy.json
Install and Configure the Azure Cross-Platform Command-Line Interface