Microsoft.MachineLearningServices workspaces/labelingJobs 2022-10-01-preview

Bicep resource definition

The workspaces/labelingJobs 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/labelingJobs resource, add the following Bicep to your template.

resource symbolicname 'Microsoft.MachineLearningServices/workspaces/labelingJobs@2022-10-01-preview' = {
  name: 'string'
  parent: resourceSymbolicName
  properties: {
    componentId: 'string'
    computeId: 'string'
    dataConfiguration: {
      dataId: 'string'
      incrementalDataRefreshEnabled: bool
    }
    description: 'string'
    displayName: 'string'
    experimentName: 'string'
    identity: {
      identityType: 'string'
      // For remaining properties, see IdentityConfiguration objects
    }
    isArchived: bool
    jobInstructions: {
      uri: 'string'
    }
    jobType: 'string'
    labelCategories: {
      {customized property}: {
        classes: {
          {customized property}: {
            displayName: 'string'
            subclasses: {
              {customized property}: {}
          }
        }
        displayName: 'string'
        multiSelectEnabled: bool
      }
      {customized property}: {
        classes: {
          {customized property}: {
            displayName: 'string'
            subclasses: {
              {customized property}: {}
          }
        }
        displayName: 'string'
        multiSelectEnabled: bool
      }
    }
    labelingJobMediaProperties: {
      mediaType: 'string'
      // For remaining properties, see LabelingJobMediaProperties objects
    }
    mlAssistConfiguration: {
      mlAssist: 'string'
      // For remaining properties, see MLAssistConfiguration objects
    }
    properties: {
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
    }
    services: {
      {customized property}: {
        endpoint: 'string'
        jobServiceType: 'string'
        nodes: {
          nodesValueType: 'string'
          // For remaining properties, see Nodes objects
        }
        port: int
        properties: {
          {customized property}: 'string'
        }
      }
      {customized property}: {
        endpoint: 'string'
        jobServiceType: 'string'
        nodes: {
          nodesValueType: 'string'
          // For remaining properties, see Nodes objects
        }
        port: int
        properties: {
          {customized property}: 'string'
        }
      }
    }
    tags: {
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
      {customized property}: 'string'
    }
  }
}

IdentityConfiguration objects

Set the identityType property to specify the type of object.

For AMLToken, use:

  identityType: 'AMLToken'

For Managed, use:

  identityType: 'Managed'
  clientId: 'string'
  objectId: 'string'
  resourceId: 'string'

For UserIdentity, use:

  identityType: 'UserIdentity'

LabelingJobMediaProperties objects

Set the mediaType property to specify the type of object.

For Image, use:

  mediaType: 'Image'
  annotationType: 'string'

For Text, use:

  mediaType: 'Text'
  annotationType: 'string'

MLAssistConfiguration objects

Set the mlAssist property to specify the type of object.

For Disabled, use:

  mlAssist: 'Disabled'

For Enabled, use:

  mlAssist: 'Enabled'
  inferencingComputeBinding: 'string'
  trainingComputeBinding: 'string'

Nodes objects

Set the nodesValueType property to specify the type of object.

For All, use:

  nodesValueType: 'All'

Property values

workspaces/labelingJobs

Name Description Value
name The resource name

See how to set names and types for child resources in Bicep.
string (required)
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
properties [Required] Additional attributes of the entity. LabelingJobProperties (required)

LabelingJobProperties

Name Description Value
componentId ARM resource ID of the component resource. string
computeId ARM resource ID of the compute resource. string
dataConfiguration Configuration of data used in the job. LabelingDataConfiguration
description The asset description text. string
displayName Display name of job. string
experimentName The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment. string
identity Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
Defaults to AmlToken if null.
IdentityConfiguration
isArchived Is the asset archived? bool
jobInstructions Labeling instructions of the job. LabelingJobInstructions
jobType [Required] Specifies the type of job. 'AutoML'
'Command'
'Labeling'
'Pipeline'
'Spark'
'Sweep' (required)
labelCategories Label categories of the job. LabelingJobLabelCategories
labelingJobMediaProperties Media type specific properties in the job. LabelingJobMediaProperties
mlAssistConfiguration Configuration of MLAssist feature in the job. MLAssistConfiguration
properties The asset property dictionary. ResourceBaseProperties
services List of JobEndpoints.
For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
JobBaseServices
tags Tag dictionary. Tags can be added, removed, and updated. object

LabelingDataConfiguration

Name Description Value
dataId Resource Id of the data asset to perform labeling. string
incrementalDataRefreshEnabled Indicates whether to enable incremental data refresh. bool

IdentityConfiguration

Name Description Value
identityType Set the object type AMLToken
Managed
UserIdentity (required)

AmlToken

Name Description Value
identityType [Required] Specifies the type of identity framework. 'AMLToken' (required)

ManagedIdentity

Name Description Value
identityType [Required] Specifies the type of identity framework. 'Managed' (required)
clientId Specifies a user-assigned identity by client ID. For system-assigned, do not set this field. string

Constraints:
Min length = 36
Max length = 36
Pattern = ^[0-9a-fA-F]{8}-([0-9a-fA-F]{4}-){3}[0-9a-fA-F]{12}$
objectId Specifies a user-assigned identity by object ID. For system-assigned, do not set this field. string

Constraints:
Min length = 36
Max length = 36
Pattern = ^[0-9a-fA-F]{8}-([0-9a-fA-F]{4}-){3}[0-9a-fA-F]{12}$
resourceId Specifies a user-assigned identity by ARM resource ID. For system-assigned, do not set this field. string

UserIdentity

Name Description Value
identityType [Required] Specifies the type of identity framework. 'UserIdentity' (required)

LabelingJobInstructions

Name Description Value
uri The link to a page with detailed labeling instructions for labelers. string

LabelingJobLabelCategories

Name Description Value
{customized property} LabelCategory
{customized property} LabelCategory

LabelCategory

Name Description Value
classes Dictionary of label classes in this category. LabelCategoryClasses
displayName Display name of the label category. string
multiSelectEnabled Indicates whether it is allowed to select multiple classes in this category. bool

LabelCategoryClasses

Name Description Value
{customized property} LabelClass

LabelClass

Name Description Value
displayName Display name of the label class. string
subclasses Dictionary of subclasses of the label class. LabelClassSubclasses

LabelClassSubclasses

Name Description Value
{customized property} LabelClass

LabelingJobMediaProperties

Name Description Value
mediaType Set the object type Image
Text (required)

LabelingJobImageProperties

Name Description Value
mediaType [Required] Media type of the job. 'Image' (required)
annotationType Annotation type of image labeling job. 'BoundingBox'
'Classification'
'InstanceSegmentation'

LabelingJobTextProperties

Name Description Value
mediaType [Required] Media type of the job. 'Text' (required)
annotationType Annotation type of text labeling job. 'Classification'
'NamedEntityRecognition'

MLAssistConfiguration

Name Description Value
mlAssist Set the object type Disabled
Enabled (required)

MLAssistConfigurationDisabled

Name Description Value
mlAssist [Required] Indicates whether MLAssist feature is enabled. 'Disabled' (required)

MLAssistConfigurationEnabled

Name Description Value
mlAssist [Required] Indicates whether MLAssist feature is enabled. 'Enabled' (required)
inferencingComputeBinding [Required] AML compute binding used in inferencing. string (required)

Constraints:
Pattern = [a-zA-Z0-9_]
trainingComputeBinding [Required] AML compute binding used in training. string (required)

Constraints:
Pattern = [a-zA-Z0-9_]

ResourceBaseProperties

Name Description Value
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string

JobBaseServices

Name Description Value
{customized property} JobService
{customized property} JobService

JobService

Name Description Value
endpoint Url for endpoint. string
jobServiceType Endpoint type. string
nodes Nodes that user would like to start the service on.
If Nodes is not set or set to null, the service will only be started on leader node.
Nodes
port Port for endpoint set by user. int
properties Additional properties to set on the endpoint. JobServiceProperties

Nodes

Name Description Value
nodesValueType Set the object type All (required)

AllNodes

Name Description Value
nodesValueType [Required] Type of the Nodes value 'All' (required)

JobServiceProperties

Name Description Value
{customized property} string

ARM template resource definition

The workspaces/labelingJobs 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/labelingJobs resource, add the following JSON to your template.

{
  "type": "Microsoft.MachineLearningServices/workspaces/labelingJobs",
  "apiVersion": "2022-10-01-preview",
  "name": "string",
  "properties": {
    "componentId": "string",
    "computeId": "string",
    "dataConfiguration": {
      "dataId": "string",
      "incrementalDataRefreshEnabled": "bool"
    },
    "description": "string",
    "displayName": "string",
    "experimentName": "string",
    "identity": {
      "identityType": "string"
      // For remaining properties, see IdentityConfiguration objects
    },
    "isArchived": "bool",
    "jobInstructions": {
      "uri": "string"
    },
    "jobType": "string",
    "labelCategories": {
      "{customized property}": {
        "classes": {
          "{customized property}": {
            "displayName": "string",
            "subclasses": {
              "{customized property}": {}
          }
        },
        "displayName": "string",
        "multiSelectEnabled": "bool"
      },
      "{customized property}": {
        "classes": {
          "{customized property}": {
            "displayName": "string",
            "subclasses": {
              "{customized property}": {}
          }
        },
        "displayName": "string",
        "multiSelectEnabled": "bool"
      }
    },
    "labelingJobMediaProperties": {
      "mediaType": "string"
      // For remaining properties, see LabelingJobMediaProperties objects
    },
    "mlAssistConfiguration": {
      "mlAssist": "string"
      // For remaining properties, see MLAssistConfiguration objects
    },
    "properties": {
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string"
    },
    "services": {
      "{customized property}": {
        "endpoint": "string",
        "jobServiceType": "string",
        "nodes": {
          "nodesValueType": "string"
          // For remaining properties, see Nodes objects
        },
        "port": "int",
        "properties": {
          "{customized property}": "string"
        }
      },
      "{customized property}": {
        "endpoint": "string",
        "jobServiceType": "string",
        "nodes": {
          "nodesValueType": "string"
          // For remaining properties, see Nodes objects
        },
        "port": "int",
        "properties": {
          "{customized property}": "string"
        }
      }
    },
    "tags": {
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string",
      "{customized property}": "string"
    }
  }
}

IdentityConfiguration objects

Set the identityType property to specify the type of object.

For AMLToken, use:

  "identityType": "AMLToken"

For Managed, use:

  "identityType": "Managed",
  "clientId": "string",
  "objectId": "string",
  "resourceId": "string"

For UserIdentity, use:

  "identityType": "UserIdentity"

LabelingJobMediaProperties objects

Set the mediaType property to specify the type of object.

For Image, use:

  "mediaType": "Image",
  "annotationType": "string"

For Text, use:

  "mediaType": "Text",
  "annotationType": "string"

MLAssistConfiguration objects

Set the mlAssist property to specify the type of object.

For Disabled, use:

  "mlAssist": "Disabled"

For Enabled, use:

  "mlAssist": "Enabled",
  "inferencingComputeBinding": "string",
  "trainingComputeBinding": "string"

Nodes objects

Set the nodesValueType property to specify the type of object.

For All, use:

  "nodesValueType": "All"

Property values

workspaces/labelingJobs

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

See how to set names and types for child resources in JSON ARM templates.
string (required)
properties [Required] Additional attributes of the entity. LabelingJobProperties (required)

LabelingJobProperties

Name Description Value
componentId ARM resource ID of the component resource. string
computeId ARM resource ID of the compute resource. string
dataConfiguration Configuration of data used in the job. LabelingDataConfiguration
description The asset description text. string
displayName Display name of job. string
experimentName The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment. string
identity Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
Defaults to AmlToken if null.
IdentityConfiguration
isArchived Is the asset archived? bool
jobInstructions Labeling instructions of the job. LabelingJobInstructions
jobType [Required] Specifies the type of job. 'AutoML'
'Command'
'Labeling'
'Pipeline'
'Spark'
'Sweep' (required)
labelCategories Label categories of the job. LabelingJobLabelCategories
labelingJobMediaProperties Media type specific properties in the job. LabelingJobMediaProperties
mlAssistConfiguration Configuration of MLAssist feature in the job. MLAssistConfiguration
properties The asset property dictionary. ResourceBaseProperties
services List of JobEndpoints.
For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
JobBaseServices
tags Tag dictionary. Tags can be added, removed, and updated. object

LabelingDataConfiguration

Name Description Value
dataId Resource Id of the data asset to perform labeling. string
incrementalDataRefreshEnabled Indicates whether to enable incremental data refresh. bool

IdentityConfiguration

Name Description Value
identityType Set the object type AMLToken
Managed
UserIdentity (required)

AmlToken

Name Description Value
identityType [Required] Specifies the type of identity framework. 'AMLToken' (required)

ManagedIdentity

Name Description Value
identityType [Required] Specifies the type of identity framework. 'Managed' (required)
clientId Specifies a user-assigned identity by client ID. For system-assigned, do not set this field. string

Constraints:
Min length = 36
Max length = 36
Pattern = ^[0-9a-fA-F]{8}-([0-9a-fA-F]{4}-){3}[0-9a-fA-F]{12}$
objectId Specifies a user-assigned identity by object ID. For system-assigned, do not set this field. string

Constraints:
Min length = 36
Max length = 36
Pattern = ^[0-9a-fA-F]{8}-([0-9a-fA-F]{4}-){3}[0-9a-fA-F]{12}$
resourceId Specifies a user-assigned identity by ARM resource ID. For system-assigned, do not set this field. string

UserIdentity

Name Description Value
identityType [Required] Specifies the type of identity framework. 'UserIdentity' (required)

LabelingJobInstructions

Name Description Value
uri The link to a page with detailed labeling instructions for labelers. string

LabelingJobLabelCategories

Name Description Value
{customized property} LabelCategory
{customized property} LabelCategory

LabelCategory

Name Description Value
classes Dictionary of label classes in this category. LabelCategoryClasses
displayName Display name of the label category. string
multiSelectEnabled Indicates whether it is allowed to select multiple classes in this category. bool

LabelCategoryClasses

Name Description Value
{customized property} LabelClass

LabelClass

Name Description Value
displayName Display name of the label class. string
subclasses Dictionary of subclasses of the label class. LabelClassSubclasses

LabelClassSubclasses

Name Description Value
{customized property} LabelClass

LabelingJobMediaProperties

Name Description Value
mediaType Set the object type Image
Text (required)

LabelingJobImageProperties

Name Description Value
mediaType [Required] Media type of the job. 'Image' (required)
annotationType Annotation type of image labeling job. 'BoundingBox'
'Classification'
'InstanceSegmentation'

LabelingJobTextProperties

Name Description Value
mediaType [Required] Media type of the job. 'Text' (required)
annotationType Annotation type of text labeling job. 'Classification'
'NamedEntityRecognition'

MLAssistConfiguration

Name Description Value
mlAssist Set the object type Disabled
Enabled (required)

MLAssistConfigurationDisabled

Name Description Value
mlAssist [Required] Indicates whether MLAssist feature is enabled. 'Disabled' (required)

MLAssistConfigurationEnabled

Name Description Value
mlAssist [Required] Indicates whether MLAssist feature is enabled. 'Enabled' (required)
inferencingComputeBinding [Required] AML compute binding used in inferencing. string (required)

Constraints:
Pattern = [a-zA-Z0-9_]
trainingComputeBinding [Required] AML compute binding used in training. string (required)

Constraints:
Pattern = [a-zA-Z0-9_]

ResourceBaseProperties

Name Description Value
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string

JobBaseServices

Name Description Value
{customized property} JobService
{customized property} JobService

JobService

Name Description Value
endpoint Url for endpoint. string
jobServiceType Endpoint type. string
nodes Nodes that user would like to start the service on.
If Nodes is not set or set to null, the service will only be started on leader node.
Nodes
port Port for endpoint set by user. int
properties Additional properties to set on the endpoint. JobServiceProperties

Nodes

Name Description Value
nodesValueType Set the object type All (required)

AllNodes

Name Description Value
nodesValueType [Required] Type of the Nodes value 'All' (required)

JobServiceProperties

Name Description Value
{customized property} string

Terraform (AzAPI provider) resource definition

The workspaces/labelingJobs 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/labelingJobs resource, add the following Terraform to your template.

resource "azapi_resource" "symbolicname" {
  type = "Microsoft.MachineLearningServices/workspaces/labelingJobs@2022-10-01-preview"
  name = "string"
  parent_id = "string"
  body = jsonencode({
    properties = {
      componentId = "string"
      computeId = "string"
      dataConfiguration = {
        dataId = "string"
        incrementalDataRefreshEnabled = bool
      }
      description = "string"
      displayName = "string"
      experimentName = "string"
      identity = {
        identityType = "string"
        // For remaining properties, see IdentityConfiguration objects
      }
      isArchived = bool
      jobInstructions = {
        uri = "string"
      }
      jobType = "string"
      labelCategories = {
        {customized property} = {
          classes = {
            {customized property} = {
              displayName = "string"
              subclasses = {
                {customized property} = {}
            }
          }
          displayName = "string"
          multiSelectEnabled = bool
        }
        {customized property} = {
          classes = {
            {customized property} = {
              displayName = "string"
              subclasses = {
                {customized property} = {}
            }
          }
          displayName = "string"
          multiSelectEnabled = bool
        }
      }
      labelingJobMediaProperties = {
        mediaType = "string"
        // For remaining properties, see LabelingJobMediaProperties objects
      }
      mlAssistConfiguration = {
        mlAssist = "string"
        // For remaining properties, see MLAssistConfiguration objects
      }
      properties = {
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
      }
      services = {
        {customized property} = {
          endpoint = "string"
          jobServiceType = "string"
          nodes = {
            nodesValueType = "string"
            // For remaining properties, see Nodes objects
          }
          port = int
          properties = {
            {customized property} = "string"
          }
        }
        {customized property} = {
          endpoint = "string"
          jobServiceType = "string"
          nodes = {
            nodesValueType = "string"
            // For remaining properties, see Nodes objects
          }
          port = int
          properties = {
            {customized property} = "string"
          }
        }
      }
      tags = {
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
        {customized property} = "string"
      }
    }
  })
}

IdentityConfiguration objects

Set the identityType property to specify the type of object.

For AMLToken, use:

  identityType = "AMLToken"

For Managed, use:

  identityType = "Managed"
  clientId = "string"
  objectId = "string"
  resourceId = "string"

For UserIdentity, use:

  identityType = "UserIdentity"

LabelingJobMediaProperties objects

Set the mediaType property to specify the type of object.

For Image, use:

  mediaType = "Image"
  annotationType = "string"

For Text, use:

  mediaType = "Text"
  annotationType = "string"

MLAssistConfiguration objects

Set the mlAssist property to specify the type of object.

For Disabled, use:

  mlAssist = "Disabled"

For Enabled, use:

  mlAssist = "Enabled"
  inferencingComputeBinding = "string"
  trainingComputeBinding = "string"

Nodes objects

Set the nodesValueType property to specify the type of object.

For All, use:

  nodesValueType = "All"

Property values

workspaces/labelingJobs

Name Description Value
type The resource type "Microsoft.MachineLearningServices/workspaces/labelingJobs@2022-10-01-preview"
name The resource name string (required)
parent_id The ID of the resource that is the parent for this resource. ID for resource of type: workspaces
properties [Required] Additional attributes of the entity. LabelingJobProperties (required)

LabelingJobProperties

Name Description Value
componentId ARM resource ID of the component resource. string
computeId ARM resource ID of the compute resource. string
dataConfiguration Configuration of data used in the job. LabelingDataConfiguration
description The asset description text. string
displayName Display name of job. string
experimentName The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment. string
identity Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
Defaults to AmlToken if null.
IdentityConfiguration
isArchived Is the asset archived? bool
jobInstructions Labeling instructions of the job. LabelingJobInstructions
jobType [Required] Specifies the type of job. "AutoML"
"Command"
"Labeling"
"Pipeline"
"Spark"
"Sweep" (required)
labelCategories Label categories of the job. LabelingJobLabelCategories
labelingJobMediaProperties Media type specific properties in the job. LabelingJobMediaProperties
mlAssistConfiguration Configuration of MLAssist feature in the job. MLAssistConfiguration
properties The asset property dictionary. ResourceBaseProperties
services List of JobEndpoints.
For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
JobBaseServices
tags Tag dictionary. Tags can be added, removed, and updated. object

LabelingDataConfiguration

Name Description Value
dataId Resource Id of the data asset to perform labeling. string
incrementalDataRefreshEnabled Indicates whether to enable incremental data refresh. bool

IdentityConfiguration

Name Description Value
identityType Set the object type AMLToken
Managed
UserIdentity (required)

AmlToken

Name Description Value
identityType [Required] Specifies the type of identity framework. "AMLToken" (required)

ManagedIdentity

Name Description Value
identityType [Required] Specifies the type of identity framework. "Managed" (required)
clientId Specifies a user-assigned identity by client ID. For system-assigned, do not set this field. string

Constraints:
Min length = 36
Max length = 36
Pattern = ^[0-9a-fA-F]{8}-([0-9a-fA-F]{4}-){3}[0-9a-fA-F]{12}$
objectId Specifies a user-assigned identity by object ID. For system-assigned, do not set this field. string

Constraints:
Min length = 36
Max length = 36
Pattern = ^[0-9a-fA-F]{8}-([0-9a-fA-F]{4}-){3}[0-9a-fA-F]{12}$
resourceId Specifies a user-assigned identity by ARM resource ID. For system-assigned, do not set this field. string

UserIdentity

Name Description Value
identityType [Required] Specifies the type of identity framework. "UserIdentity" (required)

LabelingJobInstructions

Name Description Value
uri The link to a page with detailed labeling instructions for labelers. string

LabelingJobLabelCategories

Name Description Value
{customized property} LabelCategory
{customized property} LabelCategory

LabelCategory

Name Description Value
classes Dictionary of label classes in this category. LabelCategoryClasses
displayName Display name of the label category. string
multiSelectEnabled Indicates whether it is allowed to select multiple classes in this category. bool

LabelCategoryClasses

Name Description Value
{customized property} LabelClass

LabelClass

Name Description Value
displayName Display name of the label class. string
subclasses Dictionary of subclasses of the label class. LabelClassSubclasses

LabelClassSubclasses

Name Description Value
{customized property} LabelClass

LabelingJobMediaProperties

Name Description Value
mediaType Set the object type Image
Text (required)

LabelingJobImageProperties

Name Description Value
mediaType [Required] Media type of the job. "Image" (required)
annotationType Annotation type of image labeling job. "BoundingBox"
"Classification"
"InstanceSegmentation"

LabelingJobTextProperties

Name Description Value
mediaType [Required] Media type of the job. "Text" (required)
annotationType Annotation type of text labeling job. "Classification"
"NamedEntityRecognition"

MLAssistConfiguration

Name Description Value
mlAssist Set the object type Disabled
Enabled (required)

MLAssistConfigurationDisabled

Name Description Value
mlAssist [Required] Indicates whether MLAssist feature is enabled. "Disabled" (required)

MLAssistConfigurationEnabled

Name Description Value
mlAssist [Required] Indicates whether MLAssist feature is enabled. "Enabled" (required)
inferencingComputeBinding [Required] AML compute binding used in inferencing. string (required)

Constraints:
Pattern = [a-zA-Z0-9_]
trainingComputeBinding [Required] AML compute binding used in training. string (required)

Constraints:
Pattern = [a-zA-Z0-9_]

ResourceBaseProperties

Name Description Value
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string
{customized property} string

JobBaseServices

Name Description Value
{customized property} JobService
{customized property} JobService

JobService

Name Description Value
endpoint Url for endpoint. string
jobServiceType Endpoint type. string
nodes Nodes that user would like to start the service on.
If Nodes is not set or set to null, the service will only be started on leader node.
Nodes
port Port for endpoint set by user. int
properties Additional properties to set on the endpoint. JobServiceProperties

Nodes

Name Description Value
nodesValueType Set the object type All (required)

AllNodes

Name Description Value
nodesValueType [Required] Type of the Nodes value "All" (required)

JobServiceProperties

Name Description Value
{customized property} string