IAutoMlJob Interface
Definition
Important
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[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.AutoMlJobTypeConverter))]
public interface IAutoMlJob : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IJobBaseProperties[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.AutoMlJobTypeConverter))>]
type IAutoMlJob = interface
interface IJsonSerializable
interface IJobBaseProperties
interface IResourceBasePublic Interface IAutoMlJob
Implements IJobBaseProperties- Derived
- Attributes
- Implements
Properties
| ComponentId |
ARM resource ID of the component resource. (Inherited from IJobBaseProperties) |
| ComputeId |
ARM resource ID of the compute resource. (Inherited from IJobBaseProperties) |
| Description |
The asset description text. (Inherited from IResourceBase) |
| DisplayName |
Display name of job. (Inherited from IJobBaseProperties) |
| 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. (Inherited from IJobBaseProperties) |
| IdentityType |
[Required] Specifies the type of identity framework. (Inherited from IJobBaseProperties) |
| IsArchived |
Is the asset archived? (Inherited from IJobBaseProperties) |
| JobType |
[Required] Specifies the type of job. (Inherited from IJobBaseProperties) |
| NotificationSettingEmail |
This is the email recipient list which has a limitation of 499 characters in total concat with comma separator (Inherited from IJobBaseProperties) |
| NotificationSettingEmailOn |
Send email notification to user on specified notification type (Inherited from IJobBaseProperties) |
| NotificationSettingWebhook |
Send webhook callback to a service. Key is a user-provided name for the webhook. (Inherited from IJobBaseProperties) |
| Output |
Mapping of output data bindings used in the job. |
| Property |
The asset property dictionary. (Inherited from IResourceBase) |
| 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. (Inherited from IJobBaseProperties) |
| Status |
Status of the job. (Inherited from IJobBaseProperties) |
| Tag |
Tag dictionary. Tags can be added, removed, and updated. (Inherited from IResourceBase) |
| 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
| ToJson(JsonObject, SerializationMode) | (Inherited from IJsonSerializable) |