com.pulumi.azurenative.machinelearningservices.kotlin.inputs.SweepJobArgs.kt Maven / Gradle / Ivy
Go to download
Show more of this group Show more artifacts with this name
Show all versions of pulumi-azure-native-kotlin Show documentation
Show all versions of pulumi-azure-native-kotlin Show documentation
Build cloud applications and infrastructure by combining the safety and reliability of infrastructure as code with the power of the Kotlin programming language.
@file:Suppress("NAME_SHADOWING", "DEPRECATION")
package com.pulumi.azurenative.machinelearningservices.kotlin.inputs
import com.pulumi.azurenative.machinelearningservices.inputs.SweepJobArgs.builder
import com.pulumi.core.Output
import com.pulumi.core.Output.of
import com.pulumi.kotlin.ConvertibleToJava
import com.pulumi.kotlin.PulumiNullFieldException
import com.pulumi.kotlin.PulumiTagMarker
import com.pulumi.kotlin.applySuspend
import kotlin.Any
import kotlin.Boolean
import kotlin.Pair
import kotlin.String
import kotlin.Suppress
import kotlin.Unit
import kotlin.collections.Map
import kotlin.jvm.JvmName
/**
* Sweep job definition.
* @property componentId ARM resource ID of the component resource.
* @property computeId ARM resource ID of the compute resource.
* @property description The asset description text.
* @property displayName Display name of job.
* @property earlyTermination Early termination policies enable canceling poor-performing runs before they complete
* @property experimentName The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.
* @property identity Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
* Defaults to AmlToken if null.
* @property inputs Mapping of input data bindings used in the job.
* @property isArchived Is the asset archived?
* @property jobType Enum to determine the type of job.
* Expected value is 'Sweep'.
* @property limits Sweep Job limit.
* @property objective [Required] Optimization objective.
* @property outputs Mapping of output data bindings used in the job.
* @property properties The asset property dictionary.
* @property samplingAlgorithm [Required] The hyperparameter sampling algorithm
* @property searchSpace [Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter
* @property services List of JobEndpoints.
* For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
* @property tags Tag dictionary. Tags can be added, removed, and updated.
* @property trial [Required] Trial component definition.
*/
public data class SweepJobArgs(
public val componentId: Output? = null,
public val computeId: Output? = null,
public val description: Output? = null,
public val displayName: Output? = null,
public val earlyTermination: Output? = null,
public val experimentName: Output? = null,
public val identity: Output? = null,
public val inputs: Output>? = null,
public val isArchived: Output? = null,
public val jobType: Output,
public val limits: Output? = null,
public val objective: Output,
public val outputs: Output>? = null,
public val properties: Output>? = null,
public val samplingAlgorithm: Output,
public val searchSpace: Output,
public val services: Output>? = null,
public val tags: Output>? = null,
public val trial: Output,
) : ConvertibleToJava {
override fun toJava(): com.pulumi.azurenative.machinelearningservices.inputs.SweepJobArgs =
com.pulumi.azurenative.machinelearningservices.inputs.SweepJobArgs.builder()
.componentId(componentId?.applyValue({ args0 -> args0 }))
.computeId(computeId?.applyValue({ args0 -> args0 }))
.description(description?.applyValue({ args0 -> args0 }))
.displayName(displayName?.applyValue({ args0 -> args0 }))
.earlyTermination(earlyTermination?.applyValue({ args0 -> args0 }))
.experimentName(experimentName?.applyValue({ args0 -> args0 }))
.identity(identity?.applyValue({ args0 -> args0 }))
.inputs(inputs?.applyValue({ args0 -> args0.map({ args0 -> args0.key.to(args0.value) }).toMap() }))
.isArchived(isArchived?.applyValue({ args0 -> args0 }))
.jobType(jobType.applyValue({ args0 -> args0 }))
.limits(limits?.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) }))
.objective(objective.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) }))
.outputs(outputs?.applyValue({ args0 -> args0.map({ args0 -> args0.key.to(args0.value) }).toMap() }))
.properties(
properties?.applyValue({ args0 ->
args0.map({ args0 ->
args0.key.to(args0.value)
}).toMap()
}),
)
.samplingAlgorithm(samplingAlgorithm.applyValue({ args0 -> args0 }))
.searchSpace(searchSpace.applyValue({ args0 -> args0 }))
.services(
services?.applyValue({ args0 ->
args0.map({ args0 ->
args0.key.to(args0.value.let({ args0 -> args0.toJava() }))
}).toMap()
}),
)
.tags(tags?.applyValue({ args0 -> args0.map({ args0 -> args0.key.to(args0.value) }).toMap() }))
.trial(trial.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) })).build()
}
/**
* Builder for [SweepJobArgs].
*/
@PulumiTagMarker
public class SweepJobArgsBuilder internal constructor() {
private var componentId: Output? = null
private var computeId: Output? = null
private var description: Output? = null
private var displayName: Output? = null
private var earlyTermination: Output? = null
private var experimentName: Output? = null
private var identity: Output? = null
private var inputs: Output>? = null
private var isArchived: Output? = null
private var jobType: Output? = null
private var limits: Output? = null
private var objective: Output? = null
private var outputs: Output>? = null
private var properties: Output>? = null
private var samplingAlgorithm: Output? = null
private var searchSpace: Output? = null
private var services: Output>? = null
private var tags: Output>? = null
private var trial: Output? = null
/**
* @param value ARM resource ID of the component resource.
*/
@JvmName("hmoqfjibrqihwgpm")
public suspend fun componentId(`value`: Output) {
this.componentId = value
}
/**
* @param value ARM resource ID of the compute resource.
*/
@JvmName("kkpukgpyhwujjpea")
public suspend fun computeId(`value`: Output) {
this.computeId = value
}
/**
* @param value The asset description text.
*/
@JvmName("ixedsdyobblqylly")
public suspend fun description(`value`: Output) {
this.description = value
}
/**
* @param value Display name of job.
*/
@JvmName("larxcmewgqcnrstm")
public suspend fun displayName(`value`: Output) {
this.displayName = value
}
/**
* @param value Early termination policies enable canceling poor-performing runs before they complete
*/
@JvmName("umgqvavenkkegsxn")
public suspend fun earlyTermination(`value`: Output) {
this.earlyTermination = value
}
/**
* @param value The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.
*/
@JvmName("faklahcnsvtcaksg")
public suspend fun experimentName(`value`: Output) {
this.experimentName = value
}
/**
* @param value Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
* Defaults to AmlToken if null.
*/
@JvmName("rejjrgahgrdbumuv")
public suspend fun identity(`value`: Output) {
this.identity = value
}
/**
* @param value Mapping of input data bindings used in the job.
*/
@JvmName("dlpanvurvmdhsaig")
public suspend fun inputs(`value`: Output>) {
this.inputs = value
}
/**
* @param value Is the asset archived?
*/
@JvmName("lgrfykjervvjtytv")
public suspend fun isArchived(`value`: Output) {
this.isArchived = value
}
/**
* @param value Enum to determine the type of job.
* Expected value is 'Sweep'.
*/
@JvmName("wsesnyyhodfshvli")
public suspend fun jobType(`value`: Output) {
this.jobType = value
}
/**
* @param value Sweep Job limit.
*/
@JvmName("ejpeeqyjodqxnohf")
public suspend fun limits(`value`: Output) {
this.limits = value
}
/**
* @param value [Required] Optimization objective.
*/
@JvmName("fmbftttpmvxdbhvh")
public suspend fun objective(`value`: Output) {
this.objective = value
}
/**
* @param value Mapping of output data bindings used in the job.
*/
@JvmName("mpeplapefjtcmuxl")
public suspend fun outputs(`value`: Output>) {
this.outputs = value
}
/**
* @param value The asset property dictionary.
*/
@JvmName("pheoiunaaqambeov")
public suspend fun properties(`value`: Output>) {
this.properties = value
}
/**
* @param value [Required] The hyperparameter sampling algorithm
*/
@JvmName("mleviycbvfdjhafy")
public suspend fun samplingAlgorithm(`value`: Output) {
this.samplingAlgorithm = value
}
/**
* @param value [Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter
*/
@JvmName("ouvvmllqqbactwju")
public suspend fun searchSpace(`value`: Output) {
this.searchSpace = value
}
/**
* @param value List of JobEndpoints.
* For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
*/
@JvmName("hpgvsjfhwhavlhfe")
public suspend fun services(`value`: Output>) {
this.services = value
}
/**
* @param value Tag dictionary. Tags can be added, removed, and updated.
*/
@JvmName("whwgfwmesvswysfe")
public suspend fun tags(`value`: Output>) {
this.tags = value
}
/**
* @param value [Required] Trial component definition.
*/
@JvmName("miduqpbhflddpvxg")
public suspend fun trial(`value`: Output) {
this.trial = value
}
/**
* @param value ARM resource ID of the component resource.
*/
@JvmName("nuobrobunudpumoy")
public suspend fun componentId(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.componentId = mapped
}
/**
* @param value ARM resource ID of the compute resource.
*/
@JvmName("qqkutosavoxsnvek")
public suspend fun computeId(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.computeId = mapped
}
/**
* @param value The asset description text.
*/
@JvmName("kokvoqnojqartods")
public suspend fun description(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.description = mapped
}
/**
* @param value Display name of job.
*/
@JvmName("scymjxtinlrttltt")
public suspend fun displayName(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.displayName = mapped
}
/**
* @param value Early termination policies enable canceling poor-performing runs before they complete
*/
@JvmName("acdyewtufqrvijsb")
public suspend fun earlyTermination(`value`: Any?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.earlyTermination = mapped
}
/**
* @param value The name of the experiment the job belongs to. If not set, the job is placed in the "Default" experiment.
*/
@JvmName("abhkdlkgkiwfmxfk")
public suspend fun experimentName(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.experimentName = mapped
}
/**
* @param value Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.
* Defaults to AmlToken if null.
*/
@JvmName("gitmnmkcvhtikdow")
public suspend fun identity(`value`: Any?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.identity = mapped
}
/**
* @param value Mapping of input data bindings used in the job.
*/
@JvmName("hgoejdmwedoyeqvv")
public suspend fun inputs(`value`: Map?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.inputs = mapped
}
/**
* @param values Mapping of input data bindings used in the job.
*/
@JvmName("jjmhpeyneaxalrvg")
public fun inputs(vararg values: Pair) {
val toBeMapped = values.toMap()
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.inputs = mapped
}
/**
* @param value Is the asset archived?
*/
@JvmName("epqsxwffkbxtfbxs")
public suspend fun isArchived(`value`: Boolean?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.isArchived = mapped
}
/**
* @param value Enum to determine the type of job.
* Expected value is 'Sweep'.
*/
@JvmName("bshtmiafcsgufbmd")
public suspend fun jobType(`value`: String) {
val toBeMapped = value
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.jobType = mapped
}
/**
* @param value Sweep Job limit.
*/
@JvmName("mtoclhmocpjgseph")
public suspend fun limits(`value`: SweepJobLimitsArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.limits = mapped
}
/**
* @param argument Sweep Job limit.
*/
@JvmName("kblyhmklukjgxnnp")
public suspend fun limits(argument: suspend SweepJobLimitsArgsBuilder.() -> Unit) {
val toBeMapped = SweepJobLimitsArgsBuilder().applySuspend { argument() }.build()
val mapped = of(toBeMapped)
this.limits = mapped
}
/**
* @param value [Required] Optimization objective.
*/
@JvmName("qfpfnrmnqpjhrvhx")
public suspend fun objective(`value`: ObjectiveArgs) {
val toBeMapped = value
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.objective = mapped
}
/**
* @param argument [Required] Optimization objective.
*/
@JvmName("jvcawnnkjmaojngd")
public suspend fun objective(argument: suspend ObjectiveArgsBuilder.() -> Unit) {
val toBeMapped = ObjectiveArgsBuilder().applySuspend { argument() }.build()
val mapped = of(toBeMapped)
this.objective = mapped
}
/**
* @param value Mapping of output data bindings used in the job.
*/
@JvmName("qoqvhupsdlsjwful")
public suspend fun outputs(`value`: Map?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.outputs = mapped
}
/**
* @param values Mapping of output data bindings used in the job.
*/
@JvmName("kpcagcrfvgjucnlo")
public fun outputs(vararg values: Pair) {
val toBeMapped = values.toMap()
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.outputs = mapped
}
/**
* @param value The asset property dictionary.
*/
@JvmName("petrmfjxqcbvdelh")
public suspend fun properties(`value`: Map?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.properties = mapped
}
/**
* @param values The asset property dictionary.
*/
@JvmName("cmhauhgwpkppusmv")
public fun properties(vararg values: Pair) {
val toBeMapped = values.toMap()
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.properties = mapped
}
/**
* @param value [Required] The hyperparameter sampling algorithm
*/
@JvmName("pnyguhgwnfyddhjn")
public suspend fun samplingAlgorithm(`value`: Any) {
val toBeMapped = value
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.samplingAlgorithm = mapped
}
/**
* @param value [Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter
*/
@JvmName("tbechmhgjrknngqi")
public suspend fun searchSpace(`value`: Any) {
val toBeMapped = value
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.searchSpace = mapped
}
/**
* @param value List of JobEndpoints.
* For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
*/
@JvmName("yjupwduaawqpwnen")
public suspend fun services(`value`: Map?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.services = mapped
}
/**
* @param argument List of JobEndpoints.
* For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
*/
@JvmName("kfdwxfjhjavrgekp")
public suspend fun services(vararg argument: Pair Unit>) {
val toBeMapped = argument.toList().map { (left, right) ->
left to
JobServiceArgsBuilder().applySuspend { right() }.build()
}.toMap()
val mapped = of(toBeMapped)
this.services = mapped
}
/**
* @param values List of JobEndpoints.
* For local jobs, a job endpoint will have an endpoint value of FileStreamObject.
*/
@JvmName("lwxekpdckpqqyirk")
public fun services(vararg values: Pair) {
val toBeMapped = values.toMap()
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.services = mapped
}
/**
* @param value Tag dictionary. Tags can be added, removed, and updated.
*/
@JvmName("yirkhoxgbttminta")
public suspend fun tags(`value`: Map?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.tags = mapped
}
/**
* @param values Tag dictionary. Tags can be added, removed, and updated.
*/
@JvmName("gqqfsclcavryguyi")
public fun tags(vararg values: Pair) {
val toBeMapped = values.toMap()
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.tags = mapped
}
/**
* @param value [Required] Trial component definition.
*/
@JvmName("lkwvjlnfxklqsjrr")
public suspend fun trial(`value`: TrialComponentArgs) {
val toBeMapped = value
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.trial = mapped
}
/**
* @param argument [Required] Trial component definition.
*/
@JvmName("wiogvoqyqkfcatej")
public suspend fun trial(argument: suspend TrialComponentArgsBuilder.() -> Unit) {
val toBeMapped = TrialComponentArgsBuilder().applySuspend { argument() }.build()
val mapped = of(toBeMapped)
this.trial = mapped
}
internal fun build(): SweepJobArgs = SweepJobArgs(
componentId = componentId,
computeId = computeId,
description = description,
displayName = displayName,
earlyTermination = earlyTermination,
experimentName = experimentName,
identity = identity,
inputs = inputs,
isArchived = isArchived,
jobType = jobType ?: throw PulumiNullFieldException("jobType"),
limits = limits,
objective = objective ?: throw PulumiNullFieldException("objective"),
outputs = outputs,
properties = properties,
samplingAlgorithm = samplingAlgorithm ?: throw PulumiNullFieldException("samplingAlgorithm"),
searchSpace = searchSpace ?: throw PulumiNullFieldException("searchSpace"),
services = services,
tags = tags,
trial = trial ?: throw PulumiNullFieldException("trial"),
)
}
© 2015 - 2025 Weber Informatics LLC | Privacy Policy