Microsoft.MachineLearningServices workspaces/computes 2018-03-01-preview

The workspaces/computes resource type can be deployed to: Resource groups.

To learn about resource group deployments, see Bicep or ARM template.

Template format

To create a Microsoft.MachineLearningServices/workspaces/computes resource, add the following Bicep or JSON to your template.

resource symbolicname 'Microsoft.MachineLearningServices/workspaces/computes@2018-03-01-preview' = {
  name: 'string'
  location: 'string'
  tags: {
    tagName1: 'tagValue1'
    tagName2: 'tagValue2'
  }
  identity: {
    type: 'SystemAssigned'
  }
  properties: {
    computeLocation: 'string'
    description: 'string'
    resourceId: 'string'
    computeType: 'string'
    // For remaining properties, see Compute objects
  }
}

Compute objects

Set the computeType property to specify the type of object.

For AKS, use:

  computeType: 'AKS'
  properties: {
    agentCount: int
    agentVMSize: 'string'
    clusterFqdn: 'string'
    sslConfiguration: {
      cert: 'string'
      cname: 'string'
      key: 'string'
      status: 'string'
    }
    systemServices: [
      {
      }
    ]
  }

For BatchAI, use:

  computeType: 'BatchAI'
  properties: {
    scaleSettings: {
      autoScaleEnabled: bool
      maxNodeCount: int
      minNodeCount: int
    }
    vmPriority: 'string'
    vmSize: 'string'
  }

For DataFactory, use:

  computeType: 'DataFactory'

For HDInsight, use:

  computeType: 'HDInsight'
  properties: {
    address: 'string'
    administratorAccount: {
      password: 'string'
      privateKeyData: 'string'
      publicKeyData: 'string'
      username: 'string'
    }
    sshPort: int
  }

For VirtualMachine, use:

  computeType: 'VirtualMachine'
  properties: {
    address: 'string'
    administratorAccount: {
      password: 'string'
      privateKeyData: 'string'
      publicKeyData: 'string'
      username: 'string'
    }
    sshPort: int
    virtualMachineSize: 'string'
  }

Property values

workspaces/computes

Name Description Value
type The resource type

For Bicep, set this value in the resource declaration.
'Microsoft.MachineLearningServices/workspaces/computes'
apiVersion The resource api version

For Bicep, set this value in the resource declaration.
'2018-03-01-preview'
name The resource name

See how to set names and types for child resources in Bicep or JSON ARM templates.
string (required)
location Specifies the location of the resource. string
tags Contains resource tags defined as key/value pairs. Dictionary of tag names and values. See Tags in templates
identity Identity for the resource. Identity
properties Machine Learning compute object. Compute

Identity

Name Description Value
type The identity type. 'SystemAssigned'

Compute

Name Description Value
computeLocation Location for the underlying compute string
description The description of the Machine Learning compute. string
resourceId ARM resource id of the compute string
computeType Set the object type AKS
BatchAI
DataFactory
HDInsight
VirtualMachine

AKS

Name Description Value
computeType The type of compute 'AKS'
properties AKS properties AKSProperties

AKSProperties

Name Description Value
agentCount Number of agents int
agentVMSize Agent virtual machine size string
clusterFqdn Cluster full qualified domain name string
sslConfiguration The SSL configuration for scoring SslConfiguration
systemServices System services SystemService[]

SslConfiguration

Name Description Value
cert Cert data string
cname CNAME of the cert string
key Key data string
status Enable or disable SSL for scoring 'Disabled'
'Enabled'

SystemService

This object doesn't contain any properties to set during deployment. All properties are ReadOnly.

BatchAI

Name Description Value
computeType The type of compute 'BatchAI'
properties BatchAI properties BatchAIProperties

BatchAIProperties

Name Description Value
scaleSettings scale settings for BatchAI Compute ScaleSettings
vmPriority Virtual Machine priority string
vmSize Virtual Machine Size string

ScaleSettings

Name Description Value
autoScaleEnabled Enable or disable auto scale bool
maxNodeCount Max number of nodes to use int
minNodeCount Min number of nodes to use int

DataFactory

Name Description Value
computeType The type of compute 'DataFactory'

HDInsight

Name Description Value
computeType The type of compute 'HDInsight'
properties HDInsightProperties

HDInsightProperties

Name Description Value
address Public IP address of the master node of the cluster. string
administratorAccount Admin credentials for virtual machine VirtualMachineSshCredentials
sshPort Port open for ssh connections on the master node of the cluster. int

VirtualMachineSshCredentials

Name Description Value
password Password of admin account string
privateKeyData Private key data string
publicKeyData Public key data string
username Username of admin account string

VirtualMachine

Name Description Value
computeType The type of compute 'VirtualMachine'
properties VirtualMachineProperties

VirtualMachineProperties

Name Description Value
address Public IP address of the virtual machine. string
administratorAccount Admin credentials for virtual machine VirtualMachineSshCredentials
sshPort Port open for ssh connections. int
virtualMachineSize Virtual Machine size string

Quickstart templates

The following quickstart templates deploy this resource type.

Template Description
Create a Machine Learning Service ADLA Compute.

Deploy to Azure
This template creates a Machine Learning Service ADLA Compute.
Create a Machine Learning Service Aks Compute.

Deploy to Azure
This template creates a Machine Learning Service Aks Compute.
Create a Machine Learning Service DSVM Compute.

Deploy to Azure
This template creates a Machine Learning Service DSVM Compute.
Create a Machine Learning Service HDInsight cluster

Deploy to Azure
This template creates a Machine Learning Service HDInsight cluster
Create an Azure Machine Learning aks compute.

Deploy to Azure
This template creates an Azure Machine Learning aks compute.
Create an Azure Machine Learning compute cluster.

Deploy to Azure
This template creates an Azure Machine Learning compute cluster.
Create an Azure Machine Learning compute instance

Deploy to Azure
This template creates an Azure Machine Learning compute instance on behalf of another user with a sample inline setup script
Create a LinkedService in Azure Machine Learning workspace.

Deploy to Azure
This template creates a LinkedService in an existing Azure Machine Learning workspace.
Create an AKS compute target with a Private IP address.

Deploy to Azure
This template creates an AKS compute target in given Azure Machine Learning service workspace with a private IP address.