pulumi-azure-native-kotlin/com.pulumi.azurenative.machinelearningservices.kotlin.inputs/AutoMLJobArgs

AutoMLJobArgs

data class AutoMLJobArgs(val componentId: Output<String>? = null, val computeId: Output<String>? = null, val description: Output<String>? = null, val displayName: Output<String>? = null, val environmentId: Output<String>? = null, val environmentVariables: Output<Map<String, String>>? = null, val experimentName: Output<String>? = null, val identity: Output<Any>? = null, val isArchived: Output<Boolean>? = null, val jobType: Output<String>, val outputs: Output<Map<String, Any>>? = null, val properties: Output<Map<String, String>>? = null, val resources: Output<JobResourceConfigurationArgs>? = null, val services: Output<Map<String, JobServiceArgs>>? = null, val tags: Output<Map<String, String>>? = null, val taskDetails: Output<Any>) : ConvertibleToJava<AutoMLJobArgs>

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

Constructors

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fun AutoMLJobArgs(componentId: Output<String>? = null, computeId: Output<String>? = null, description: Output<String>? = null, displayName: Output<String>? = null, environmentId: Output<String>? = null, environmentVariables: Output<Map<String, String>>? = null, experimentName: Output<String>? = null, identity: Output<Any>? = null, isArchived: Output<Boolean>? = null, jobType: Output<String>, outputs: Output<Map<String, Any>>? = null, properties: Output<Map<String, String>>? = null, resources: Output<JobResourceConfigurationArgs>? = null, services: Output<Map<String, JobServiceArgs>>? = null, tags: Output<Map<String, String>>? = null, taskDetails: Output<Any>)

Functions

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open override fun toJava(): AutoMLJobArgs

Properties

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val componentId: Output<String>? = null

ARM resource ID of the component resource.

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val computeId: Output<String>? = null

ARM resource ID of the compute resource.

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val description: Output<String>? = null

The asset description text.

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val displayName: Output<String>? = null

Display name of job.

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val environmentId: Output<String>? = null

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.

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val environmentVariables: Output<Map<String, String>>? = null

Environment variables included in the job.

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val experimentName: Output<String>? = null

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

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val identity: Output<Any>? = null

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

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val isArchived: Output<Boolean>? = null

Is the asset archived?

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val jobType: Output<String>

Enum to determine the type of job. Expected value is 'AutoML'.

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val outputs: Output<Map<String, Any>>? = null

Mapping of output data bindings used in the job.

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val properties: Output<Map<String, String>>? = null

The asset property dictionary.

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val resources: Output<JobResourceConfigurationArgs>? = null

Compute Resource configuration for the job.

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val services: Output<Map<String, JobServiceArgs>>? = null

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

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val tags: Output<Map<String, String>>? = null

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

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val taskDetails: Output<Any>

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