sagemaker/aws.sdk.kotlin.services.sagemaker.model/DescribeModelPackageResponse/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.

approvalDescription

var approvalDescription: String?

A description provided for the model approval.

certifyForMarketplace

var certifyForMarketplace: Boolean?

Whether the model package is certified for listing on Amazon Web Services Marketplace.

createdBy

var createdBy: UserContext?

Information about the user who created or modified a SageMaker resource.

creationTime

var creationTime: Instant?

A timestamp specifying when the model package was created.

customerMetadataProperties

var customerMetadataProperties: Map<String, String>?

The metadata properties associated with the model package versions.

domain

var domain: String?

The machine learning domain of the model package you specified. 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?

Details about inference jobs that you can run with models based on this model package.

lastModifiedBy

var lastModifiedBy: UserContext?

Information about the user who created or modified a SageMaker resource.

lastModifiedTime

var lastModifiedTime: Instant?

The last time that the model package was modified.

metadataProperties

var metadataProperties: MetadataProperties?

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

modelApprovalStatus

var modelApprovalStatus: ModelApprovalStatus?

The approval status of the model package.

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?

Metrics for the model.

modelPackageArn

var modelPackageArn: String?

The Amazon Resource Name (ARN) of the model package.

modelPackageDescription

var modelPackageDescription: String?

A brief summary of the model package.

modelPackageGroupName

var modelPackageGroupName: String?

If the model is a versioned model, the name of the model group that the versioned model belongs to.

modelPackageName

var modelPackageName: String?

The name of the model package being described.

modelPackageStatus

var modelPackageStatus: ModelPackageStatus?

The current status of the model package.

modelPackageStatusDetails

var modelPackageStatusDetails: ModelPackageStatusDetails?

Details about the current status of the model package.

modelPackageVersion

var modelPackageVersion: Int?

The version of the model package.

samplePayloadUrl

var samplePayloadUrl: String?

The Amazon Simple Storage Service (Amazon S3) path where the sample payload are stored. This path points to a single gzip compressed tar archive (.tar.gz suffix).

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.

task

var task: String?

The machine learning task you specified that your model package accomplishes. Common machine learning tasks include object detection and image classification.

validationSpecification

var validationSpecification: ModelPackageValidationSpecification?

Configurations for one or more transform jobs that SageMaker runs to test the model package.