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AutoMLJob interface

  • Reference
Package:
@azure/arm-machinelearning

AutoMLJob class. Use this class for executing AutoML tasks like Classification/Regression etc. See TaskType enum for all the tasks supported.

Extends
JobBaseProperties

Properties

environmentId

The ARM resource ID of the Environment specification for the job. This is optional value to provide, if not provided, AutoML will default this to Production AutoML curated environment version when running the job.
environmentVariables

Environment variables included in the job.
jobType

Polymorphic discriminator, which specifies the different types this object can be
outputs

Mapping of output data bindings used in the job.
queueSettings

Queue settings for the job
resources

Compute Resource configuration for the job.
taskDetails

[Required] This represents scenario which can be one of Tables/NLP/Image

Inherited Properties

componentId

ARM resource ID of the component resource.
computeId

ARM resource ID of the compute resource.
description

The asset description text.
displayName

Display name of job.
experimentName

The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.
identity

Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null. Defaults to AmlToken if null.
isArchived

Is the asset archived?
notificationSetting

Notification setting for the job
properties

The asset property dictionary.
services

List of JobEndpoints. For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
status

Status of the job. NOTE: This property will not be serialized. It can only be populated by the server.
tags

Tag dictionary. Tags can be added, removed, and updated.

Property Details

environmentId

The ARM resource ID of the Environment specification for the job. This is optional value to provide, if not provided, AutoML will default this to Production AutoML curated environment version when running the job.

environmentId?: string

Property Value

string

environmentVariables

Environment variables included in the job.

environmentVariables?: {[propertyName: string]: string | null}

Property Value

{[propertyName: string]: string | null}

jobType

Polymorphic discriminator, which specifies the different types this object can be

jobType: "AutoML"

Property Value

"AutoML"

outputs

Mapping of output data bindings used in the job.

outputs?: {[propertyName: string]: JobOutputUnion | null}

Property Value

{[propertyName: string]: JobOutputUnion | null}

queueSettings

Queue settings for the job

queueSettings?: QueueSettings

Property Value

QueueSettings

resources

Compute Resource configuration for the job.

resources?: JobResourceConfiguration

Property Value

JobResourceConfiguration

taskDetails

[Required] This represents scenario which can be one of Tables/NLP/Image

taskDetails: AutoMLVerticalUnion

Property Value

AutoMLVerticalUnion

Inherited Property Details

componentId

ARM resource ID of the component resource.

componentId?: string

Property Value

string

Inherited From JobBaseProperties.componentId

computeId

ARM resource ID of the compute resource.

computeId?: string

Property Value

string

Inherited From JobBaseProperties.computeId

description

The asset description text.

description?: string

Property Value

string

Inherited From JobBaseProperties.description

displayName

Display name of job.

displayName?: string

Property Value

string

Inherited From JobBaseProperties.displayName

experimentName

The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.

experimentName?: string

Property Value

string

Inherited From JobBaseProperties.experimentName

identity

Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null. Defaults to AmlToken if null.

identity?: IdentityConfigurationUnion

Property Value

IdentityConfigurationUnion

Inherited From JobBaseProperties.identity

isArchived

Is the asset archived?

isArchived?: boolean

Property Value

boolean

Inherited From JobBaseProperties.isArchived

notificationSetting

Notification setting for the job

notificationSetting?: NotificationSetting

Property Value

NotificationSetting

Inherited From JobBaseProperties.notificationSetting

properties

The asset property dictionary.

properties?: {[propertyName: string]: string | null}

Property Value

{[propertyName: string]: string | null}

Inherited From JobBaseProperties.properties

services

List of JobEndpoints. For local jobs, a job endpoint will have an endpoint value of FileStreamObject.

services?: {[propertyName: string]: JobService | null}

Property Value

{[propertyName: string]: JobService | null}

Inherited From JobBaseProperties.services

status

Status of the job. NOTE: This property will not be serialized. It can only be populated by the server.

status?: string

Property Value

string

Inherited From JobBaseProperties.status

tags

Tag dictionary. Tags can be added, removed, and updated.

tags?: {[propertyName: string]: string | null}

Property Value

{[propertyName: string]: string | null}

Inherited From JobBaseProperties.tags