aws.sdk.kotlin.services.sagemaker.model.ModelMetrics.kt Maven / Gradle / Ivy

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Amazon SageMaker Service
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// Code generated by smithy-kotlin-codegen. DO NOT EDIT!

package aws.sdk.kotlin.services.sagemaker.model



/**
 * Contains metrics captured from a model.
 */
class ModelMetrics private constructor(builder: BuilderImpl) {
    /**
     * Metrics that measure bais in a model.
     */
    val bias: Bias? = builder.bias
    /**
     * Metrics that help explain a model.
     */
    val explainability: Explainability? = builder.explainability
    /**
     * Metrics that measure the quality of the input data for a model.
     */
    val modelDataQuality: ModelDataQuality? = builder.modelDataQuality
    /**
     * Metrics that measure the quality of a model.
     */
    val modelQuality: ModelQuality? = builder.modelQuality

    companion object {
        @JvmStatic
        fun fluentBuilder(): FluentBuilder = BuilderImpl()

        internal fun builder(): DslBuilder = BuilderImpl()

        operator fun invoke(block: DslBuilder.() -> kotlin.Unit): ModelMetrics = BuilderImpl().apply(block).build()

    }

    override fun toString(): kotlin.String = buildString {
        append("ModelMetrics(")
        append("bias=$bias,")
        append("explainability=$explainability,")
        append("modelDataQuality=$modelDataQuality,")
        append("modelQuality=$modelQuality)")
    }

    override fun hashCode(): kotlin.Int {
        var result = bias?.hashCode() ?: 0
        result = 31 * result + (explainability?.hashCode() ?: 0)
        result = 31 * result + (modelDataQuality?.hashCode() ?: 0)
        result = 31 * result + (modelQuality?.hashCode() ?: 0)
        return result
    }

    override fun equals(other: kotlin.Any?): kotlin.Boolean {
        if (this === other) return true
        if (javaClass != other?.javaClass) return false

        other as ModelMetrics

        if (bias != other.bias) return false
        if (explainability != other.explainability) return false
        if (modelDataQuality != other.modelDataQuality) return false
        if (modelQuality != other.modelQuality) return false

        return true
    }

    fun copy(block: DslBuilder.() -> kotlin.Unit = {}): ModelMetrics = BuilderImpl(this).apply(block).build()

    interface FluentBuilder {
        fun build(): ModelMetrics
        /**
         * Metrics that measure bais in a model.
         */
        fun bias(bias: Bias): FluentBuilder
        /**
         * Metrics that help explain a model.
         */
        fun explainability(explainability: Explainability): FluentBuilder
        /**
         * Metrics that measure the quality of the input data for a model.
         */
        fun modelDataQuality(modelDataQuality: ModelDataQuality): FluentBuilder
        /**
         * Metrics that measure the quality of a model.
         */
        fun modelQuality(modelQuality: ModelQuality): FluentBuilder
    }

    interface DslBuilder {
        /**
         * Metrics that measure bais in a model.
         */
        var bias: Bias?
        /**
         * Metrics that help explain a model.
         */
        var explainability: Explainability?
        /**
         * Metrics that measure the quality of the input data for a model.
         */
        var modelDataQuality: ModelDataQuality?
        /**
         * Metrics that measure the quality of a model.
         */
        var modelQuality: ModelQuality?

        fun build(): ModelMetrics
        /**
         * construct an [aws.sdk.kotlin.services.sagemaker.model.Bias] inside the given [block]
         */
        fun bias(block: Bias.DslBuilder.() -> kotlin.Unit) {
            this.bias = Bias.invoke(block)
        }
        /**
         * construct an [aws.sdk.kotlin.services.sagemaker.model.Explainability] inside the given [block]
         */
        fun explainability(block: Explainability.DslBuilder.() -> kotlin.Unit) {
            this.explainability = Explainability.invoke(block)
        }
        /**
         * construct an [aws.sdk.kotlin.services.sagemaker.model.ModelDataQuality] inside the given [block]
         */
        fun modelDataQuality(block: ModelDataQuality.DslBuilder.() -> kotlin.Unit) {
            this.modelDataQuality = ModelDataQuality.invoke(block)
        }
        /**
         * construct an [aws.sdk.kotlin.services.sagemaker.model.ModelQuality] inside the given [block]
         */
        fun modelQuality(block: ModelQuality.DslBuilder.() -> kotlin.Unit) {
            this.modelQuality = ModelQuality.invoke(block)
        }
    }

    private class BuilderImpl() : FluentBuilder, DslBuilder {
        override var bias: Bias? = null
        override var explainability: Explainability? = null
        override var modelDataQuality: ModelDataQuality? = null
        override var modelQuality: ModelQuality? = null

        constructor(x: ModelMetrics) : this() {
            this.bias = x.bias
            this.explainability = x.explainability
            this.modelDataQuality = x.modelDataQuality
            this.modelQuality = x.modelQuality
        }

        override fun build(): ModelMetrics = ModelMetrics(this)
        override fun bias(bias: Bias): FluentBuilder = apply { this.bias = bias }
        override fun explainability(explainability: Explainability): FluentBuilder = apply { this.explainability = explainability }
        override fun modelDataQuality(modelDataQuality: ModelDataQuality): FluentBuilder = apply { this.modelDataQuality = modelDataQuality }
        override fun modelQuality(modelQuality: ModelQuality): FluentBuilder = apply { this.modelQuality = modelQuality }
    }
}