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

CommandJobArgs

data class CommandJobArgs(val codeId: Output<String>? = null, val command: Output<String>, val compute: Output<ComputeConfigurationArgs>, val description: Output<String>? = null, val distribution: Output<Any>? = null, val environmentId: Output<String>? = null, val environmentVariables: Output<Map<String, String>>? = null, val experimentName: Output<String>? = null, val identity: Output<Either<AmlTokenArgs, ManagedIdentityArgs>>? = null, val inputDataBindings: Output<Map<String, InputDataBindingArgs>>? = null, val jobType: Output<String>, val outputDataBindings: Output<Map<String, OutputDataBindingArgs>>? = null, val priority: Output<Int>? = null, val properties: Output<Map<String, String>>? = null, val tags: Output<Map<String, String>>? = null, val timeout: Output<String>? = null) : ConvertibleToJava<CommandJobArgs>

Command job definition.

Constructors

constructor(codeId: Output<String>? = null, command: Output<String>, compute: Output<ComputeConfigurationArgs>, description: Output<String>? = null, distribution: Output<Any>? = null, environmentId: Output<String>? = null, environmentVariables: Output<Map<String, String>>? = null, experimentName: Output<String>? = null, identity: Output<Either<AmlTokenArgs, ManagedIdentityArgs>>? = null, inputDataBindings: Output<Map<String, InputDataBindingArgs>>? = null, jobType: Output<String>, outputDataBindings: Output<Map<String, OutputDataBindingArgs>>? = null, priority: Output<Int>? = null, properties: Output<Map<String, String>>? = null, tags: Output<Map<String, String>>? = null, timeout: Output<String>? = null)

Properties

val codeId: Output<String>? = null

ARM resource ID of the code asset.

val command: Output<String>

Required The command to execute on startup of the job. eg. "python train.py"

val compute: Output<ComputeConfigurationArgs>

Required Compute binding for the job.

val description: Output<String>? = null

The asset description text.

val distribution: Output<Any>? = null

Distribution configuration of the job. If set, this should be one of Mpi, Tensorflow, PyTorch, or null.

val environmentId: Output<String>? = null

The ARM resource ID of the Environment specification for the job.

environmentVariables

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

Environment variables included in the job.

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.

val identity: Output<Either<AmlTokenArgs, ManagedIdentityArgs>>? = null

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

inputDataBindings

val inputDataBindings: Output<Map<String, InputDataBindingArgs>>? = null

Mapping of input data bindings used in the job.

val jobType: Output<String>

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

outputDataBindings

val outputDataBindings: Output<Map<String, OutputDataBindingArgs>>? = null

Mapping of output data bindings used in the job.

val priority: Output<Int>? = null

Job priority for scheduling policy. Only applies to AMLCompute. Private preview feature and only available to users on the allow list.

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

The asset property dictionary.

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

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

val timeout: Output<String>? = null

The max run duration in ISO 8601 format, after which the job will be cancelled. Only supports duration with precision as low as Seconds.

Functions

open override fun toJava(): CommandJobArgs