AutoMlJob Class

Reference

Definition

Namespace:: Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:: Az.MachineLearningServices.private.dll

Important

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

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.AutoMlJobTypeConverter))]
public class AutoMlJob : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IAutoMlJob, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.AutoMlJobTypeConverter))>]
type AutoMlJob = class
    interface IAutoMlJob
    interface IJsonSerializable
    interface IJobBaseProperties
    interface IResourceBase
    interface IValidates

Public Class AutoMlJob
Implements IAutoMlJob, IValidates

Inheritance: Object
AutoMlJob

Attributes: TypeConverterAttribute

Implements: IAutoMlJob IJobBaseProperties IResourceBase IJsonSerializable IValidates

Constructors

AutoMlJob()

Creates an new AutoMlJob instance.

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.
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.
EnvironmentVariable	Environment variables included in the 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.
IdentityType	[Required] Specifies the type of identity framework.
IsArchived	Is the asset archived?
JobType	[Required] Specifies the type of job.
NotificationSetting	Notification setting for the job
NotificationSettingEmail	This is the email recipient list which has a limitation of 499 characters in total concat with comma separator
NotificationSettingEmailOn	Send email notification to user on specified notification type
NotificationSettingWebhook	Send webhook callback to a service. Key is a user-provided name for the webhook.
Output	Mapping of output data bindings used in the job.
Property	The asset property dictionary.
QueueSettingJobTier	Controls the compute job tier
ResourceDockerArg	Extra arguments to pass to the Docker run command. This would override any parameters that have already been set by the system, or in this section. This parameter is only supported for Azure ML compute types.
ResourceInstanceCount	Optional number of instances or nodes used by the compute target.
ResourceInstanceType	Optional type of VM used as supported by the compute target.
ResourceProperty	Additional properties bag.
ResourceShmSize	Size of the docker container's shared memory block. This should be in the format of (number)(unit) where number as to be greater than 0 and the unit can be one of b(bytes), k(kilobytes), m(megabytes), or g(gigabytes).
Service	List of JobEndpoints. For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
Status	Status of the job.
Tag	Tag dictionary. Tags can be added, removed, and updated.
TaskDetailLogVerbosity	Log verbosity for the job.
TaskDetailTargetColumnName	Target column name: This is prediction values column. Also known as label column name in context of classification tasks.
TaskDetailTaskType	[Required] Task type for AutoMLJob.
TrainingDataDescription	Description for the input.
TrainingDataJobInputType	[Required] Specifies the type of job.
TrainingDataMode	Input Asset Delivery Mode.
TrainingDataUri	[Required] Input Asset URI.

Methods

DeserializeFromDictionary(IDictionary)	Deserializes a IDictionary into an instance of AutoMlJob.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of AutoMlJob.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IAutoMlJob.
FromJsonString(String)	Creates a new instance of AutoMlJob, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of AutoMlJob into a JsonNode.
ToJsonString()	Serializes this instance to a json string.
ToString()
Validate(IEventListener)	Validates that this object meets the validation criteria.

Applies to

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