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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.awsnative.sagemaker.kotlin
import com.pulumi.awsnative.kotlin.inputs.CreateOnlyTagArgs
import com.pulumi.awsnative.kotlin.inputs.CreateOnlyTagArgsBuilder
import com.pulumi.awsnative.sagemaker.ModelQualityJobDefinitionArgs.builder
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionModelQualityAppSpecificationArgs
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionModelQualityAppSpecificationArgsBuilder
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionModelQualityBaselineConfigArgs
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionModelQualityBaselineConfigArgsBuilder
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionModelQualityJobInputArgs
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionModelQualityJobInputArgsBuilder
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionMonitoringOutputConfigArgs
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionMonitoringOutputConfigArgsBuilder
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionMonitoringResourcesArgs
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionMonitoringResourcesArgsBuilder
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionNetworkConfigArgs
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionNetworkConfigArgsBuilder
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionStoppingConditionArgs
import com.pulumi.awsnative.sagemaker.kotlin.inputs.ModelQualityJobDefinitionStoppingConditionArgsBuilder
import com.pulumi.core.Output
import com.pulumi.core.Output.of
import com.pulumi.kotlin.ConvertibleToJava
import com.pulumi.kotlin.PulumiTagMarker
import com.pulumi.kotlin.applySuspend
import kotlin.String
import kotlin.Suppress
import kotlin.Unit
import kotlin.collections.List
import kotlin.jvm.JvmName
/**
* Resource Type definition for AWS::SageMaker::ModelQualityJobDefinition
* @property endpointName
* @property jobDefinitionName The name of the monitoring job definition.
* @property jobResources Identifies the resources to deploy for a monitoring job.
* @property modelQualityAppSpecification Container image configuration object for the monitoring job.
* @property modelQualityBaselineConfig Specifies the constraints and baselines for the monitoring job.
* @property modelQualityJobInput A list of the inputs that are monitored. Currently endpoints are supported.
* @property modelQualityJobOutputConfig The output configuration for monitoring jobs.
* @property networkConfig Specifies the network configuration for the monitoring job.
* @property roleArn The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
* @property stoppingCondition A time limit for how long the monitoring job is allowed to run before stopping.
* @property tags An array of key-value pairs to apply to this resource.
*/
public data class ModelQualityJobDefinitionArgs(
public val endpointName: Output? = null,
public val jobDefinitionName: Output? = null,
public val jobResources: Output? = null,
public val modelQualityAppSpecification: Output? = null,
public val modelQualityBaselineConfig: Output? = null,
public val modelQualityJobInput: Output? =
null,
public val modelQualityJobOutputConfig: Output? = null,
public val networkConfig: Output? = null,
public val roleArn: Output? = null,
public val stoppingCondition: Output? = null,
public val tags: Output>? = null,
) : ConvertibleToJava {
override fun toJava(): com.pulumi.awsnative.sagemaker.ModelQualityJobDefinitionArgs =
com.pulumi.awsnative.sagemaker.ModelQualityJobDefinitionArgs.builder()
.endpointName(endpointName?.applyValue({ args0 -> args0 }))
.jobDefinitionName(jobDefinitionName?.applyValue({ args0 -> args0 }))
.jobResources(jobResources?.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) }))
.modelQualityAppSpecification(
modelQualityAppSpecification?.applyValue({ args0 ->
args0.let({ args0 -> args0.toJava() })
}),
)
.modelQualityBaselineConfig(
modelQualityBaselineConfig?.applyValue({ args0 ->
args0.let({ args0 ->
args0.toJava()
})
}),
)
.modelQualityJobInput(
modelQualityJobInput?.applyValue({ args0 ->
args0.let({ args0 ->
args0.toJava()
})
}),
)
.modelQualityJobOutputConfig(
modelQualityJobOutputConfig?.applyValue({ args0 ->
args0.let({ args0 ->
args0.toJava()
})
}),
)
.networkConfig(networkConfig?.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) }))
.roleArn(roleArn?.applyValue({ args0 -> args0 }))
.stoppingCondition(stoppingCondition?.applyValue({ args0 -> args0.let({ args0 -> args0.toJava() }) }))
.tags(
tags?.applyValue({ args0 ->
args0.map({ args0 ->
args0.let({ args0 ->
args0.toJava()
})
})
}),
).build()
}
/**
* Builder for [ModelQualityJobDefinitionArgs].
*/
@PulumiTagMarker
public class ModelQualityJobDefinitionArgsBuilder internal constructor() {
private var endpointName: Output? = null
private var jobDefinitionName: Output? = null
private var jobResources: Output? = null
private var modelQualityAppSpecification:
Output? = null
private var modelQualityBaselineConfig:
Output? = null
private var modelQualityJobInput: Output? =
null
private var modelQualityJobOutputConfig:
Output? = null
private var networkConfig: Output? = null
private var roleArn: Output? = null
private var stoppingCondition: Output? = null
private var tags: Output>? = null
/**
* @param value
*/
@JvmName("yldnefwmximutjsa")
public suspend fun endpointName(`value`: Output) {
this.endpointName = value
}
/**
* @param value The name of the monitoring job definition.
*/
@JvmName("drnngflwatgjrfpc")
public suspend fun jobDefinitionName(`value`: Output) {
this.jobDefinitionName = value
}
/**
* @param value Identifies the resources to deploy for a monitoring job.
*/
@JvmName("shcvrvdgsynpsqhj")
public suspend fun jobResources(`value`: Output) {
this.jobResources = value
}
/**
* @param value Container image configuration object for the monitoring job.
*/
@JvmName("vdxegmidknjttydr")
public suspend fun modelQualityAppSpecification(`value`: Output) {
this.modelQualityAppSpecification = value
}
/**
* @param value Specifies the constraints and baselines for the monitoring job.
*/
@JvmName("rmjpuccaqoorvyuh")
public suspend fun modelQualityBaselineConfig(`value`: Output) {
this.modelQualityBaselineConfig = value
}
/**
* @param value A list of the inputs that are monitored. Currently endpoints are supported.
*/
@JvmName("pklijbvmfrfwemjf")
public suspend fun modelQualityJobInput(`value`: Output) {
this.modelQualityJobInput = value
}
/**
* @param value The output configuration for monitoring jobs.
*/
@JvmName("vpbbkuugpvdtnolu")
public suspend fun modelQualityJobOutputConfig(`value`: Output) {
this.modelQualityJobOutputConfig = value
}
/**
* @param value Specifies the network configuration for the monitoring job.
*/
@JvmName("pbglrqktcumcjgxw")
public suspend fun networkConfig(`value`: Output) {
this.networkConfig = value
}
/**
* @param value The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
*/
@JvmName("lmnjtvurdddiwhra")
public suspend fun roleArn(`value`: Output) {
this.roleArn = value
}
/**
* @param value A time limit for how long the monitoring job is allowed to run before stopping.
*/
@JvmName("lbhlxppjfclnudaq")
public suspend fun stoppingCondition(`value`: Output) {
this.stoppingCondition = value
}
/**
* @param value An array of key-value pairs to apply to this resource.
*/
@JvmName("rhqvdmeuicydyqmm")
public suspend fun tags(`value`: Output>) {
this.tags = value
}
@JvmName("mfetgolcrbqyasdf")
public suspend fun tags(vararg values: Output) {
this.tags = Output.all(values.asList())
}
/**
* @param values An array of key-value pairs to apply to this resource.
*/
@JvmName("otstaojeptgkulej")
public suspend fun tags(values: List>) {
this.tags = Output.all(values)
}
/**
* @param value
*/
@JvmName("xokqsllieermabwp")
public suspend fun endpointName(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.endpointName = mapped
}
/**
* @param value The name of the monitoring job definition.
*/
@JvmName("pkadqtsqunofhvwm")
public suspend fun jobDefinitionName(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.jobDefinitionName = mapped
}
/**
* @param value Identifies the resources to deploy for a monitoring job.
*/
@JvmName("acbfgrsgualngogf")
public suspend fun jobResources(`value`: ModelQualityJobDefinitionMonitoringResourcesArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.jobResources = mapped
}
/**
* @param argument Identifies the resources to deploy for a monitoring job.
*/
@JvmName("ooosovlwefirsxdm")
public suspend fun jobResources(argument: suspend ModelQualityJobDefinitionMonitoringResourcesArgsBuilder.() -> Unit) {
val toBeMapped = ModelQualityJobDefinitionMonitoringResourcesArgsBuilder().applySuspend {
argument()
}.build()
val mapped = of(toBeMapped)
this.jobResources = mapped
}
/**
* @param value Container image configuration object for the monitoring job.
*/
@JvmName("mhylrqumwwhdbskf")
public suspend fun modelQualityAppSpecification(`value`: ModelQualityJobDefinitionModelQualityAppSpecificationArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.modelQualityAppSpecification = mapped
}
/**
* @param argument Container image configuration object for the monitoring job.
*/
@JvmName("udcmhfquobkrpteu")
public suspend fun modelQualityAppSpecification(argument: suspend ModelQualityJobDefinitionModelQualityAppSpecificationArgsBuilder.() -> Unit) {
val toBeMapped =
ModelQualityJobDefinitionModelQualityAppSpecificationArgsBuilder().applySuspend {
argument()
}.build()
val mapped = of(toBeMapped)
this.modelQualityAppSpecification = mapped
}
/**
* @param value Specifies the constraints and baselines for the monitoring job.
*/
@JvmName("kcpqdxtkvvoiymyv")
public suspend fun modelQualityBaselineConfig(`value`: ModelQualityJobDefinitionModelQualityBaselineConfigArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.modelQualityBaselineConfig = mapped
}
/**
* @param argument Specifies the constraints and baselines for the monitoring job.
*/
@JvmName("ryxqmfrsudqgpnfs")
public suspend fun modelQualityBaselineConfig(argument: suspend ModelQualityJobDefinitionModelQualityBaselineConfigArgsBuilder.() -> Unit) {
val toBeMapped = ModelQualityJobDefinitionModelQualityBaselineConfigArgsBuilder().applySuspend {
argument()
}.build()
val mapped = of(toBeMapped)
this.modelQualityBaselineConfig = mapped
}
/**
* @param value A list of the inputs that are monitored. Currently endpoints are supported.
*/
@JvmName("lyjfghyuikmolfpx")
public suspend fun modelQualityJobInput(`value`: ModelQualityJobDefinitionModelQualityJobInputArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.modelQualityJobInput = mapped
}
/**
* @param argument A list of the inputs that are monitored. Currently endpoints are supported.
*/
@JvmName("wprvkorweilkquyd")
public suspend fun modelQualityJobInput(argument: suspend ModelQualityJobDefinitionModelQualityJobInputArgsBuilder.() -> Unit) {
val toBeMapped = ModelQualityJobDefinitionModelQualityJobInputArgsBuilder().applySuspend {
argument()
}.build()
val mapped = of(toBeMapped)
this.modelQualityJobInput = mapped
}
/**
* @param value The output configuration for monitoring jobs.
*/
@JvmName("jlntoiiyiqmsaqey")
public suspend fun modelQualityJobOutputConfig(`value`: ModelQualityJobDefinitionMonitoringOutputConfigArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.modelQualityJobOutputConfig = mapped
}
/**
* @param argument The output configuration for monitoring jobs.
*/
@JvmName("doofpkawrnlnrlng")
public suspend fun modelQualityJobOutputConfig(argument: suspend ModelQualityJobDefinitionMonitoringOutputConfigArgsBuilder.() -> Unit) {
val toBeMapped = ModelQualityJobDefinitionMonitoringOutputConfigArgsBuilder().applySuspend {
argument()
}.build()
val mapped = of(toBeMapped)
this.modelQualityJobOutputConfig = mapped
}
/**
* @param value Specifies the network configuration for the monitoring job.
*/
@JvmName("xuxnetywsnryumih")
public suspend fun networkConfig(`value`: ModelQualityJobDefinitionNetworkConfigArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.networkConfig = mapped
}
/**
* @param argument Specifies the network configuration for the monitoring job.
*/
@JvmName("drqticchsafiffyo")
public suspend fun networkConfig(argument: suspend ModelQualityJobDefinitionNetworkConfigArgsBuilder.() -> Unit) {
val toBeMapped = ModelQualityJobDefinitionNetworkConfigArgsBuilder().applySuspend {
argument()
}.build()
val mapped = of(toBeMapped)
this.networkConfig = mapped
}
/**
* @param value The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
*/
@JvmName("clhirvdjfxminmno")
public suspend fun roleArn(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.roleArn = mapped
}
/**
* @param value A time limit for how long the monitoring job is allowed to run before stopping.
*/
@JvmName("mkglmolixggcyshg")
public suspend fun stoppingCondition(`value`: ModelQualityJobDefinitionStoppingConditionArgs?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.stoppingCondition = mapped
}
/**
* @param argument A time limit for how long the monitoring job is allowed to run before stopping.
*/
@JvmName("wosjectjvvvuxojh")
public suspend fun stoppingCondition(argument: suspend ModelQualityJobDefinitionStoppingConditionArgsBuilder.() -> Unit) {
val toBeMapped = ModelQualityJobDefinitionStoppingConditionArgsBuilder().applySuspend {
argument()
}.build()
val mapped = of(toBeMapped)
this.stoppingCondition = mapped
}
/**
* @param value An array of key-value pairs to apply to this resource.
*/
@JvmName("oafpmacewvkrkpof")
public suspend fun tags(`value`: List?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.tags = mapped
}
/**
* @param argument An array of key-value pairs to apply to this resource.
*/
@JvmName("lilynnqldgjsjuvh")
public suspend fun tags(argument: List Unit>) {
val toBeMapped = argument.toList().map {
CreateOnlyTagArgsBuilder().applySuspend { it() }.build()
}
val mapped = of(toBeMapped)
this.tags = mapped
}
/**
* @param argument An array of key-value pairs to apply to this resource.
*/
@JvmName("ghotnonhfksxteqo")
public suspend fun tags(vararg argument: suspend CreateOnlyTagArgsBuilder.() -> Unit) {
val toBeMapped = argument.toList().map {
CreateOnlyTagArgsBuilder().applySuspend { it() }.build()
}
val mapped = of(toBeMapped)
this.tags = mapped
}
/**
* @param argument An array of key-value pairs to apply to this resource.
*/
@JvmName("mxncqegycxldvntn")
public suspend fun tags(argument: suspend CreateOnlyTagArgsBuilder.() -> Unit) {
val toBeMapped = listOf(CreateOnlyTagArgsBuilder().applySuspend { argument() }.build())
val mapped = of(toBeMapped)
this.tags = mapped
}
/**
* @param values An array of key-value pairs to apply to this resource.
*/
@JvmName("kiwhuswdsgujsptb")
public suspend fun tags(vararg values: CreateOnlyTagArgs) {
val toBeMapped = values.toList()
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.tags = mapped
}
internal fun build(): ModelQualityJobDefinitionArgs = ModelQualityJobDefinitionArgs(
endpointName = endpointName,
jobDefinitionName = jobDefinitionName,
jobResources = jobResources,
modelQualityAppSpecification = modelQualityAppSpecification,
modelQualityBaselineConfig = modelQualityBaselineConfig,
modelQualityJobInput = modelQualityJobInput,
modelQualityJobOutputConfig = modelQualityJobOutputConfig,
networkConfig = networkConfig,
roleArn = roleArn,
stoppingCondition = stoppingCondition,
tags = tags,
)
}