com.pulumi.awsnative.personalize.kotlin.outputs.SolutionConfig.kt Maven / Gradle / Ivy

Go to download

Show more of this group Show more artifacts with this name
Show all versions of pulumi-aws-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.

There is a newer version: 1.24.0.0

Show newest version

@file:Suppress("NAME_SHADOWING", "DEPRECATION")

package com.pulumi.awsnative.personalize.kotlin.outputs

import kotlin.String
import kotlin.Suppress
import kotlin.collections.Map

/**
 * The configuration to use with the solution. When performAutoML is set to true, Amazon Personalize only evaluates the autoMLConfig section of the solution configuration.
 * @property algorithmHyperParameters Lists the hyperparameter names and ranges.
 * @property autoMlConfig The AutoMLConfig object containing a list of recipes to search when AutoML is performed.
 * @property eventValueThreshold Only events with a value greater than or equal to this threshold are used for training a model.
 * @property featureTransformationParameters Lists the feature transformation parameters.
 * @property hpoConfig Describes the properties for hyperparameter optimization (HPO)
 */
public data class SolutionConfig(
    public val algorithmHyperParameters: Map? = null,
    public val autoMlConfig: SolutionConfigAutoMlConfigProperties? = null,
    public val eventValueThreshold: String? = null,
    public val featureTransformationParameters: Map? = null,
    public val hpoConfig: SolutionConfigHpoConfigProperties? = null,
) {
    public companion object {
        public fun toKotlin(javaType: com.pulumi.awsnative.personalize.outputs.SolutionConfig): SolutionConfig = SolutionConfig(
            algorithmHyperParameters = javaType.algorithmHyperParameters().map({ args0 ->
                args0.key.to(args0.value)
            }).toMap(),
            autoMlConfig = javaType.autoMlConfig().map({ args0 ->
                args0.let({ args0 ->
                    com.pulumi.awsnative.personalize.kotlin.outputs.SolutionConfigAutoMlConfigProperties.Companion.toKotlin(args0)
                })
            }).orElse(null),
            eventValueThreshold = javaType.eventValueThreshold().map({ args0 -> args0 }).orElse(null),
            featureTransformationParameters = javaType.featureTransformationParameters().map({ args0 ->
                args0.key.to(args0.value)
            }).toMap(),
            hpoConfig = javaType.hpoConfig().map({ args0 ->
                args0.let({ args0 ->
                    com.pulumi.awsnative.personalize.kotlin.outputs.SolutionConfigHpoConfigProperties.Companion.toKotlin(args0)
                })
            }).orElse(null),
        )
    }
}