Microsoft.MachineLearningServices workspaces/onlineEndpoints 2022-10-01

Bicep resource definition

The workspaces/onlineEndpoints resource type can be deployed with operations that target:

For a list of changed properties in each API version, see change log.

Resource format

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

resource symbolicname 'Microsoft.MachineLearningServices/workspaces/onlineEndpoints@2022-10-01' = {
  name: 'string'
  location: 'string'
  tags: {
    tagName1: 'tagValue1'
    tagName2: 'tagValue2'
  }
  sku: {
    capacity: int
    family: 'string'
    name: 'string'
    size: 'string'
    tier: 'string'
  }
  kind: 'string'
  parent: resourceSymbolicName
  identity: {
    type: 'string'
    userAssignedIdentities: {
      {customized property}: {}
    }
  }
  properties: {
    authMode: 'string'
    compute: 'string'
    description: 'string'
    keys: {
      primaryKey: 'string'
      secondaryKey: 'string'
      primaryKey: 'string'
      secondaryKey: 'string'
      primaryKey: 'string'
      secondaryKey: 'string'
    }
    properties: {
      {customized property}: 'string'
    }
    publicNetworkAccess: 'string'
    traffic: {
      {customized property}: int
    }
  }
}

Property values

workspaces/onlineEndpoints

Name Description Value
name The resource name

See how to set names and types for child resources in Bicep.
string (required)
location The geo-location where the resource lives string (required)
tags Resource tags. Dictionary of tag names and values. See Tags in templates
sku Sku details required for ARM contract for Autoscaling. Sku
kind Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type. string
parent In Bicep, you can specify the parent resource for a child resource. You only need to add this property when the child resource is declared outside of the parent resource.

For more information, see Child resource outside parent resource.
Symbolic name for resource of type: workspaces
identity Managed service identity (system assigned and/or user assigned identities) ManagedServiceIdentity
properties [Required] Additional attributes of the entity. OnlineEndpointProperties (required)

ManagedServiceIdentity

Name Description Value
type Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed). 'None'
'SystemAssigned'
'SystemAssigned,UserAssigned'
'UserAssigned' (required)
userAssignedIdentities The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests. UserAssignedIdentities

UserAssignedIdentities

Name Description Value
{customized property} UserAssignedIdentity

UserAssignedIdentity

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

OnlineEndpointProperties

Name Description Value
authMode [Required] Use 'Key' for key based authentication and 'AMLToken' for Azure Machine Learning token-based authentication. 'Key' doesn't expire but 'AMLToken' does. 'AADToken'
'AMLToken'
'Key' (required)
compute ARM resource ID of the compute if it exists.
optional
string
description Description of the inference endpoint. string
keys EndpointAuthKeys to set initially on an Endpoint.
This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.
EndpointAuthKeys
properties Property dictionary. Properties can be added, but not removed or altered. EndpointPropertiesBaseProperties
publicNetworkAccess Set to "Enabled" for endpoints that should allow public access when Private Link is enabled. 'Disabled'
'Enabled'
traffic Percentage of traffic from endpoint to divert to each deployment. Traffic values need to sum to 100. OnlineEndpointTraffic

EndpointAuthKeys

Name Description Value
primaryKey The primary key. string
secondaryKey The secondary key. string
primaryKey The primary key. string
secondaryKey The secondary key. string
primaryKey The primary key. string
secondaryKey The secondary key. string

EndpointPropertiesBaseProperties

Name Description Value
{customized property} string

OnlineEndpointTraffic

Name Description Value
{customized property} int

Sku

Name Description Value
capacity If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted. int
family If the service has different generations of hardware, for the same SKU, then that can be captured here. string
name The name of the SKU. Ex - P3. It is typically a letter+number code string (required)
size The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code. string
tier This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT. 'Basic'
'Free'
'Premium'
'Standard'

ARM template resource definition

The workspaces/onlineEndpoints resource type can be deployed with operations that target:

For a list of changed properties in each API version, see change log.

Resource format

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

{
  "type": "Microsoft.MachineLearningServices/workspaces/onlineEndpoints",
  "apiVersion": "2022-10-01",
  "name": "string",
  "location": "string",
  "tags": {
    "tagName1": "tagValue1",
    "tagName2": "tagValue2"
  },
  "sku": {
    "capacity": "int",
    "family": "string",
    "name": "string",
    "size": "string",
    "tier": "string"
  },
  "kind": "string",
  "identity": {
    "type": "string",
    "userAssignedIdentities": {
      "{customized property}": {}
    }
  },
  "properties": {
    "authMode": "string",
    "compute": "string",
    "description": "string",
    "keys": {
      "primaryKey": "string",
      "secondaryKey": "string",
      "primaryKey": "string",
      "secondaryKey": "string",
      "primaryKey": "string",
      "secondaryKey": "string"
    },
    "properties": {
      "{customized property}": "string"
    },
    "publicNetworkAccess": "string",
    "traffic": {
      "{customized property}": "int"
    }
  }
}

Property values

workspaces/onlineEndpoints

Name Description Value
type The resource type 'Microsoft.MachineLearningServices/workspaces/onlineEndpoints'
apiVersion The resource api version '2022-10-01'
name The resource name

See how to set names and types for child resources in JSON ARM templates.
string (required)
location The geo-location where the resource lives string (required)
tags Resource tags. Dictionary of tag names and values. See Tags in templates
sku Sku details required for ARM contract for Autoscaling. Sku
kind Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type. string
identity Managed service identity (system assigned and/or user assigned identities) ManagedServiceIdentity
properties [Required] Additional attributes of the entity. OnlineEndpointProperties (required)

ManagedServiceIdentity

Name Description Value
type Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed). 'None'
'SystemAssigned'
'SystemAssigned,UserAssigned'
'UserAssigned' (required)
userAssignedIdentities The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests. UserAssignedIdentities

UserAssignedIdentities

Name Description Value
{customized property} UserAssignedIdentity

UserAssignedIdentity

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

OnlineEndpointProperties

Name Description Value
authMode [Required] Use 'Key' for key based authentication and 'AMLToken' for Azure Machine Learning token-based authentication. 'Key' doesn't expire but 'AMLToken' does. 'AADToken'
'AMLToken'
'Key' (required)
compute ARM resource ID of the compute if it exists.
optional
string
description Description of the inference endpoint. string
keys EndpointAuthKeys to set initially on an Endpoint.
This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.
EndpointAuthKeys
properties Property dictionary. Properties can be added, but not removed or altered. EndpointPropertiesBaseProperties
publicNetworkAccess Set to "Enabled" for endpoints that should allow public access when Private Link is enabled. 'Disabled'
'Enabled'
traffic Percentage of traffic from endpoint to divert to each deployment. Traffic values need to sum to 100. OnlineEndpointTraffic

EndpointAuthKeys

Name Description Value
primaryKey The primary key. string
secondaryKey The secondary key. string
primaryKey The primary key. string
secondaryKey The secondary key. string
primaryKey The primary key. string
secondaryKey The secondary key. string

EndpointPropertiesBaseProperties

Name Description Value
{customized property} string

OnlineEndpointTraffic

Name Description Value
{customized property} int

Sku

Name Description Value
capacity If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted. int
family If the service has different generations of hardware, for the same SKU, then that can be captured here. string
name The name of the SKU. Ex - P3. It is typically a letter+number code string (required)
size The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code. string
tier This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT. 'Basic'
'Free'
'Premium'
'Standard'

Terraform (AzAPI provider) resource definition

The workspaces/onlineEndpoints resource type can be deployed with operations that target:

  • Resource groups

For a list of changed properties in each API version, see change log.

Resource format

To create a Microsoft.MachineLearningServices/workspaces/onlineEndpoints resource, add the following Terraform to your template.

resource "azapi_resource" "symbolicname" {
  type = "Microsoft.MachineLearningServices/workspaces/onlineEndpoints@2022-10-01"
  name = "string"
  location = "string"
  parent_id = "string"
  tags = {
    tagName1 = "tagValue1"
    tagName2 = "tagValue2"
  }
  identity {
    type = "string"
    identity_ids = []
  }
  body = jsonencode({
    properties = {
      authMode = "string"
      compute = "string"
      description = "string"
      keys = {
        primaryKey = "string"
        secondaryKey = "string"
        primaryKey = "string"
        secondaryKey = "string"
        primaryKey = "string"
        secondaryKey = "string"
      }
      properties = {
        {customized property} = "string"
      }
      publicNetworkAccess = "string"
      traffic = {
        {customized property} = int
      }
    }
    sku = {
      capacity = int
      family = "string"
      name = "string"
      size = "string"
      tier = "string"
    }
    kind = "string"
  })
}

Property values

workspaces/onlineEndpoints

Name Description Value
type The resource type "Microsoft.MachineLearningServices/workspaces/onlineEndpoints@2022-10-01"
name The resource name string (required)
location The geo-location where the resource lives string (required)
parent_id The ID of the resource that is the parent for this resource. ID for resource of type: workspaces
tags Resource tags. Dictionary of tag names and values.
sku Sku details required for ARM contract for Autoscaling. Sku
kind Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type. string
identity Managed service identity (system assigned and/or user assigned identities) ManagedServiceIdentity
properties [Required] Additional attributes of the entity. OnlineEndpointProperties (required)

ManagedServiceIdentity

Name Description Value
type Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed). "SystemAssigned"
"SystemAssigned,UserAssigned"
"UserAssigned" (required)
identity_ids The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests. Array of user identity IDs.

UserAssignedIdentities

Name Description Value
{customized property} UserAssignedIdentity

UserAssignedIdentity

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

OnlineEndpointProperties

Name Description Value
authMode [Required] Use 'Key' for key based authentication and 'AMLToken' for Azure Machine Learning token-based authentication. 'Key' doesn't expire but 'AMLToken' does. "AADToken"
"AMLToken"
"Key" (required)
compute ARM resource ID of the compute if it exists.
optional
string
description Description of the inference endpoint. string
keys EndpointAuthKeys to set initially on an Endpoint.
This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.
EndpointAuthKeys
properties Property dictionary. Properties can be added, but not removed or altered. EndpointPropertiesBaseProperties
publicNetworkAccess Set to "Enabled" for endpoints that should allow public access when Private Link is enabled. "Disabled"
"Enabled"
traffic Percentage of traffic from endpoint to divert to each deployment. Traffic values need to sum to 100. OnlineEndpointTraffic

EndpointAuthKeys

Name Description Value
primaryKey The primary key. string
secondaryKey The secondary key. string
primaryKey The primary key. string
secondaryKey The secondary key. string
primaryKey The primary key. string
secondaryKey The secondary key. string

EndpointPropertiesBaseProperties

Name Description Value
{customized property} string

OnlineEndpointTraffic

Name Description Value
{customized property} int

Sku

Name Description Value
capacity If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted. int
family If the service has different generations of hardware, for the same SKU, then that can be captured here. string
name The name of the SKU. Ex - P3. It is typically a letter+number code string (required)
size The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code. string
tier This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT. "Basic"
"Free"
"Premium"
"Standard"