sagemaker/aws.sdk.kotlin.services.sagemaker.model/SearchRecord/Builder

Builder

Properties

var endpoint: Endpoint?

A hosted endpoint for real-time inference.

var experiment: Experiment?

The properties of an experiment.

var featureGroup: FeatureGroup?

Amazon SageMaker Feature Store stores features in a collection called Feature Group. A Feature Group can be visualized as a table which has rows, with a unique identifier for each row where each column in the table is a feature. In principle, a Feature Group is composed of features and values per features.

featureMetadata

var featureMetadata: FeatureMetadata?

The feature metadata used to search through the features.

hyperParameterTuningJob

var hyperParameterTuningJob: HyperParameterTuningJobSearchEntity?

The properties of a hyperparameter tuning job.

var model: ModelDashboardModel?

A model displayed in the Amazon SageMaker Model Dashboard.

var modelCard: ModelCard?

An Amazon SageMaker Model Card that documents details about a machine learning model.

var modelPackage: ModelPackage?

A container for your trained model that can be deployed for SageMaker inference. This can include inference code, artifacts, and metadata. The model package type can be one of the following.

modelPackageGroup

var modelPackageGroup: ModelPackageGroup?

A group of versioned models in the Model Registry.

var pipeline: Pipeline?

A SageMaker Model Building Pipeline instance.

pipelineExecution

var pipelineExecution: PipelineExecution?

An execution of a pipeline.

pipelineVersion

var pipelineVersion: PipelineVersion?

The version of the pipeline.

var project: Project?

The properties of a project.

var trainingJob: TrainingJob?

The properties of a training job.

var trial: Trial?

The properties of a trial.

var trialComponent: TrialComponent?

The properties of a trial component.

Functions

fun endpoint(block: Endpoint.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.Endpoint inside the given block

fun experiment(block: Experiment.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.Experiment inside the given block

fun featureGroup(block: FeatureGroup.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.FeatureGroup inside the given block

featureMetadata

fun featureMetadata(block: FeatureMetadata.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.FeatureMetadata inside the given block

hyperParameterTuningJob

fun hyperParameterTuningJob(block: HyperParameterTuningJobSearchEntity.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.HyperParameterTuningJobSearchEntity inside the given block

fun model(block: ModelDashboardModel.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.ModelDashboardModel inside the given block

fun modelCard(block: ModelCard.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.ModelCard inside the given block

fun modelPackage(block: ModelPackage.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.ModelPackage inside the given block

modelPackageGroup

fun modelPackageGroup(block: ModelPackageGroup.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.ModelPackageGroup inside the given block

fun pipeline(block: Pipeline.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.Pipeline inside the given block

pipelineExecution

fun pipelineExecution(block: PipelineExecution.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.PipelineExecution inside the given block

pipelineVersion

fun pipelineVersion(block: PipelineVersion.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.PipelineVersion inside the given block

fun project(block: Project.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.Project inside the given block

fun trainingJob(block: TrainingJob.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.TrainingJob inside the given block

fun trial(block: Trial.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.Trial inside the given block

fun trialComponent(block: TrialComponent.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.TrialComponent inside the given block