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

Builder

Properties

var additionalInferenceSpecifications: List<AdditionalInferenceSpecificationDefinition>?

An array of additional Inference Specification objects. Each additional Inference Specification specifies artifacts based on this model package that can be used on inference endpoints. Generally used with SageMaker Neo to store the compiled artifacts.

certifyForMarketplace

var certifyForMarketplace: Boolean?

Whether to certify the model package for listing on Amazon Web Services Marketplace.

clientToken

var clientToken: String?

A unique token that guarantees that the call to this API is idempotent.

customerMetadataProperties

var customerMetadataProperties: Map<String, String>?

The metadata properties associated with the model package versions.

domain

var domain: String?

The machine learning domain of your model package and its components. Common machine learning domains include computer vision and natural language processing.

driftCheckBaselines

var driftCheckBaselines: DriftCheckBaselines?

Represents the drift check baselines that can be used when the model monitor is set using the model package. For more information, see the topic on Drift Detection against Previous Baselines in SageMaker Pipelines in the Amazon SageMaker Developer Guide.

inferenceSpecification

var inferenceSpecification: InferenceSpecification?

Specifies details about inference jobs that you can run with models based on this model package, including the following information:

metadataProperties

var metadataProperties: MetadataProperties?

Metadata properties of the tracking entity, trial, or trial component.

modelApprovalStatus

var modelApprovalStatus: ModelApprovalStatus?

Whether the model is approved for deployment.

modelCard

var modelCard: ModelPackageModelCard?

The model card associated with the model package. Since ModelPackageModelCard is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of ModelCard. The ModelPackageModelCard schema does not include model_package_details, and model_overview is composed of the model_creator and model_artifact properties. For more information about the model package model card schema, see Model package model card schema. For more information about the model card associated with the model package, see View the Details of a Model Version.

modelLifeCycle

var modelLifeCycle: ModelLifeCycle?

A structure describing the current state of the model in its life cycle.

modelMetrics

var modelMetrics: ModelMetrics?

A structure that contains model metrics reports.

modelPackageDescription

var modelPackageDescription: String?

A description of the model package.

modelPackageGroupName

var modelPackageGroupName: String?

The name or Amazon Resource Name (ARN) of the model package group that this model version belongs to.

modelPackageName

var modelPackageName: String?

The name of the model package. The name must have 1 to 63 characters. Valid characters are a-z, A-Z, 0-9, and - (hyphen).

samplePayloadUrl

var samplePayloadUrl: String?

The Amazon Simple Storage Service (Amazon S3) path where the sample payload is stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix). This archive can hold multiple files that are all equally used in the load test. Each file in the archive must satisfy the size constraints of the InvokeEndpoint call.

securityConfig

var securityConfig: ModelPackageSecurityConfig?

The KMS Key ID (KMSKeyId) used for encryption of model package information.

skipModelValidation

var skipModelValidation: SkipModelValidation?

Indicates if you want to skip model validation.

sourceAlgorithmSpecification

var sourceAlgorithmSpecification: SourceAlgorithmSpecification?

Details about the algorithm that was used to create the model package.

sourceUri

var sourceUri: String?

The URI of the source for the model package. If you want to clone a model package, set it to the model package Amazon Resource Name (ARN). If you want to register a model, set it to the model ARN.