Package software.amazon.awscdk.services.sagemaker

Interface CfnModelPackageProps

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnModelPackageProps.Jsii$Proxy

@Generated(value="jsii-pacmak/1.102.0 (build e354887)",
           date="2024-08-23T05:56:23.348Z")
@Stability(Stable)
public interface CfnModelPackageProps
extends software.amazon.jsii.JsiiSerializable

Properties for defining a CfnModelPackage.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.sagemaker.*;
 Object modelInput;
 CfnModelPackageProps cfnModelPackageProps = CfnModelPackageProps.builder()
         .additionalInferenceSpecifications(List.of(AdditionalInferenceSpecificationDefinitionProperty.builder()
                 .containers(List.of(ModelPackageContainerDefinitionProperty.builder()
                         .image("image")
                         // the properties below are optional
                         .containerHostname("containerHostname")
                         .environment(Map.of(
                                 "environmentKey", "environment"))
                         .framework("framework")
                         .frameworkVersion("frameworkVersion")
                         .imageDigest("imageDigest")
                         .modelDataSource(ModelDataSourceProperty.builder()
                                 .s3DataSource(S3ModelDataSourceProperty.builder()
                                         .compressionType("compressionType")
                                         .s3DataType("s3DataType")
                                         .s3Uri("s3Uri")
                                         // the properties below are optional
                                         .modelAccessConfig(ModelAccessConfigProperty.builder()
                                                 .acceptEula(false)
                                                 .build())
                                         .build())
                                 .build())
                         .modelDataUrl("modelDataUrl")
                         .modelInput(modelInput)
                         .nearestModelName("nearestModelName")
                         .build()))
                 .name("name")
                 // the properties below are optional
                 .description("description")
                 .supportedContentTypes(List.of("supportedContentTypes"))
                 .supportedRealtimeInferenceInstanceTypes(List.of("supportedRealtimeInferenceInstanceTypes"))
                 .supportedResponseMimeTypes(List.of("supportedResponseMimeTypes"))
                 .supportedTransformInstanceTypes(List.of("supportedTransformInstanceTypes"))
                 .build()))
         .additionalInferenceSpecificationsToAdd(List.of(AdditionalInferenceSpecificationDefinitionProperty.builder()
                 .containers(List.of(ModelPackageContainerDefinitionProperty.builder()
                         .image("image")
                         // the properties below are optional
                         .containerHostname("containerHostname")
                         .environment(Map.of(
                                 "environmentKey", "environment"))
                         .framework("framework")
                         .frameworkVersion("frameworkVersion")
                         .imageDigest("imageDigest")
                         .modelDataSource(ModelDataSourceProperty.builder()
                                 .s3DataSource(S3ModelDataSourceProperty.builder()
                                         .compressionType("compressionType")
                                         .s3DataType("s3DataType")
                                         .s3Uri("s3Uri")
                                         // the properties below are optional
                                         .modelAccessConfig(ModelAccessConfigProperty.builder()
                                                 .acceptEula(false)
                                                 .build())
                                         .build())
                                 .build())
                         .modelDataUrl("modelDataUrl")
                         .modelInput(modelInput)
                         .nearestModelName("nearestModelName")
                         .build()))
                 .name("name")
                 // the properties below are optional
                 .description("description")
                 .supportedContentTypes(List.of("supportedContentTypes"))
                 .supportedRealtimeInferenceInstanceTypes(List.of("supportedRealtimeInferenceInstanceTypes"))
                 .supportedResponseMimeTypes(List.of("supportedResponseMimeTypes"))
                 .supportedTransformInstanceTypes(List.of("supportedTransformInstanceTypes"))
                 .build()))
         .approvalDescription("approvalDescription")
         .certifyForMarketplace(false)
         .clientToken("clientToken")
         .customerMetadataProperties(Map.of(
                 "customerMetadataPropertiesKey", "customerMetadataProperties"))
         .domain("domain")
         .driftCheckBaselines(DriftCheckBaselinesProperty.builder()
                 .bias(DriftCheckBiasProperty.builder()
                         .configFile(FileSourceProperty.builder()
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .contentType("contentType")
                                 .build())
                         .postTrainingConstraints(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .preTrainingConstraints(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .build())
                 .explainability(DriftCheckExplainabilityProperty.builder()
                         .configFile(FileSourceProperty.builder()
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .contentType("contentType")
                                 .build())
                         .constraints(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .build())
                 .modelDataQuality(DriftCheckModelDataQualityProperty.builder()
                         .constraints(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .statistics(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .build())
                 .modelQuality(DriftCheckModelQualityProperty.builder()
                         .constraints(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .statistics(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .build())
                 .build())
         .inferenceSpecification(InferenceSpecificationProperty.builder()
                 .containers(List.of(ModelPackageContainerDefinitionProperty.builder()
                         .image("image")
                         // the properties below are optional
                         .containerHostname("containerHostname")
                         .environment(Map.of(
                                 "environmentKey", "environment"))
                         .framework("framework")
                         .frameworkVersion("frameworkVersion")
                         .imageDigest("imageDigest")
                         .modelDataSource(ModelDataSourceProperty.builder()
                                 .s3DataSource(S3ModelDataSourceProperty.builder()
                                         .compressionType("compressionType")
                                         .s3DataType("s3DataType")
                                         .s3Uri("s3Uri")
                                         // the properties below are optional
                                         .modelAccessConfig(ModelAccessConfigProperty.builder()
                                                 .acceptEula(false)
                                                 .build())
                                         .build())
                                 .build())
                         .modelDataUrl("modelDataUrl")
                         .modelInput(modelInput)
                         .nearestModelName("nearestModelName")
                         .build()))
                 .supportedContentTypes(List.of("supportedContentTypes"))
                 .supportedResponseMimeTypes(List.of("supportedResponseMimeTypes"))
                 // the properties below are optional
                 .supportedRealtimeInferenceInstanceTypes(List.of("supportedRealtimeInferenceInstanceTypes"))
                 .supportedTransformInstanceTypes(List.of("supportedTransformInstanceTypes"))
                 .build())
         .lastModifiedTime("lastModifiedTime")
         .metadataProperties(MetadataPropertiesProperty.builder()
                 .commitId("commitId")
                 .generatedBy("generatedBy")
                 .projectId("projectId")
                 .repository("repository")
                 .build())
         .modelApprovalStatus("modelApprovalStatus")
         .modelCard(ModelCardProperty.builder()
                 .modelCardContent("modelCardContent")
                 .modelCardStatus("modelCardStatus")
                 .build())
         .modelMetrics(ModelMetricsProperty.builder()
                 .bias(BiasProperty.builder()
                         .postTrainingReport(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .preTrainingReport(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .report(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .build())
                 .explainability(ExplainabilityProperty.builder()
                         .report(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .build())
                 .modelDataQuality(ModelDataQualityProperty.builder()
                         .constraints(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .statistics(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .build())
                 .modelQuality(ModelQualityProperty.builder()
                         .constraints(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .statistics(MetricsSourceProperty.builder()
                                 .contentType("contentType")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .contentDigest("contentDigest")
                                 .build())
                         .build())
                 .build())
         .modelPackageDescription("modelPackageDescription")
         .modelPackageGroupName("modelPackageGroupName")
         .modelPackageName("modelPackageName")
         .modelPackageStatusDetails(ModelPackageStatusDetailsProperty.builder()
                 .validationStatuses(List.of(ModelPackageStatusItemProperty.builder()
                         .name("name")
                         .status("status")
                         // the properties below are optional
                         .failureReason("failureReason")
                         .build()))
                 .build())
         .modelPackageVersion(123)
         .samplePayloadUrl("samplePayloadUrl")
         .securityConfig(SecurityConfigProperty.builder()
                 .kmsKeyId("kmsKeyId")
                 .build())
         .skipModelValidation("skipModelValidation")
         .sourceAlgorithmSpecification(SourceAlgorithmSpecificationProperty.builder()
                 .sourceAlgorithms(List.of(SourceAlgorithmProperty.builder()
                         .algorithmName("algorithmName")
                         // the properties below are optional
                         .modelDataUrl("modelDataUrl")
                         .build()))
                 .build())
         .sourceUri("sourceUri")
         .tags(List.of(CfnTag.builder()
                 .key("key")
                 .value("value")
                 .build()))
         .task("task")
         .validationSpecification(ValidationSpecificationProperty.builder()
                 .validationProfiles(List.of(ValidationProfileProperty.builder()
                         .profileName("profileName")
                         .transformJobDefinition(TransformJobDefinitionProperty.builder()
                                 .transformInput(TransformInputProperty.builder()
                                         .dataSource(DataSourceProperty.builder()
                                                 .s3DataSource(S3DataSourceProperty.builder()
                                                         .s3DataType("s3DataType")
                                                         .s3Uri("s3Uri")
                                                         .build())
                                                 .build())
                                         // the properties below are optional
                                         .compressionType("compressionType")
                                         .contentType("contentType")
                                         .splitType("splitType")
                                         .build())
                                 .transformOutput(TransformOutputProperty.builder()
                                         .s3OutputPath("s3OutputPath")
                                         // the properties below are optional
                                         .accept("accept")
                                         .assembleWith("assembleWith")
                                         .kmsKeyId("kmsKeyId")
                                         .build())
                                 .transformResources(TransformResourcesProperty.builder()
                                         .instanceCount(123)
                                         .instanceType("instanceType")
                                         // the properties below are optional
                                         .volumeKmsKeyId("volumeKmsKeyId")
                                         .build())
                                 // the properties below are optional
                                 .batchStrategy("batchStrategy")
                                 .environment(Map.of(
                                         "environmentKey", "environment"))
                                 .maxConcurrentTransforms(123)
                                 .maxPayloadInMb(123)
                                 .build())
                         .build()))
                 .validationRole("validationRole")
                 .build())
         .build();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final class	CfnModelPackageProps.Builder	A builder for CfnModelPackageProps
static final class	CfnModelPackageProps.Jsii$Proxy	An implementation for CfnModelPackageProps

Method Summary

Modifier and Type	Method	Description
static CfnModelPackageProps.Builder	builder()
default Object	getAdditionalInferenceSpecifications()	An array of additional Inference Specification objects.
default Object	getAdditionalInferenceSpecificationsToAdd()	An array of additional Inference Specification objects to be added to the existing array.
default String	getApprovalDescription()	A description provided when the model approval is set.
default Object	getCertifyForMarketplace()	Whether the model package is to be certified to be listed on AWS Marketplace.
default String	getClientToken()	A unique token that guarantees that the call to this API is idempotent.
default Object	getCustomerMetadataProperties()	The metadata properties for the model package.
default String	getDomain()	The machine learning domain of your model package and its components.
default Object	getDriftCheckBaselines()	Represents the drift check baselines that can be used when the model monitor is set using the model package.
default Object	getInferenceSpecification()	Defines how to perform inference generation after a training job is run.
default String	getLastModifiedTime()	The last time the model package was modified.
default Object	getMetadataProperties()	Metadata properties of the tracking entity, trial, or trial component.
default String	getModelApprovalStatus()	The approval status of the model.
default Object	getModelCard()	An Amazon SageMaker Model Card.
default Object	getModelMetrics()	Metrics for the model.
default String	getModelPackageDescription()	The description of the model package.
default String	getModelPackageGroupName()	The model group to which the model belongs.
default String	getModelPackageName()	The name of the model.
default Object	getModelPackageStatusDetails()	Specifies the validation and image scan statuses of the model package.
default Number	getModelPackageVersion()	The version number of a versioned model.
default String	getSamplePayloadUrl()	The Amazon Simple Storage Service path where the sample payload are stored.
default Object	getSecurityConfig()	An optional AWS Key Management Service key to encrypt, decrypt, and re-encrypt model package information for regulated workloads with highly sensitive data.
default String	getSkipModelValidation()	Indicates if you want to skip model validation.
default Object	getSourceAlgorithmSpecification()	A list of algorithms that were used to create a model package.
default String	getSourceUri()	The URI of the source for the model package.
default List<CfnTag>	getTags()	A list of the tags associated with the model package.
default String	getTask()	The machine learning task your model package accomplishes.
default Object	getValidationSpecification()	Specifies batch transform jobs that SageMaker runs to validate your model package.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getAdditionalInferenceSpecifications

@Stability(Stable)
@Nullable
default Object getAdditionalInferenceSpecifications()

An array of additional Inference Specification objects.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-additionalinferencespecifications

getAdditionalInferenceSpecificationsToAdd

@Stability(Stable)
@Nullable
default Object getAdditionalInferenceSpecificationsToAdd()

An array of additional Inference Specification objects to be added to the existing array.

The total number of additional Inference Specification objects cannot exceed 15. Each additional Inference Specification object specifies artifacts based on this model package that can be used on inference endpoints. Generally used with SageMaker Neo to store the compiled artifacts.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-additionalinferencespecificationstoadd

getApprovalDescription

@Stability(Stable)
@Nullable
default String getApprovalDescription()

A description provided when the model approval is set.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-approvaldescription

getCertifyForMarketplace

@Stability(Stable)
@Nullable
default Object getCertifyForMarketplace()

Whether the model package is to be certified to be listed on AWS Marketplace.

For information about listing model packages on AWS Marketplace, see List Your Algorithm or Model Package on AWS Marketplace .

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-certifyformarketplace

getClientToken

@Stability(Stable)
@Nullable
default String getClientToken()

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-clienttoken

getCustomerMetadataProperties

@Stability(Stable)
@Nullable
default Object getCustomerMetadataProperties()

The metadata properties for the model package.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-customermetadataproperties

getDomain

@Stability(Stable)
@Nullable
default String getDomain()

The machine learning domain of your model package and its components.

Common machine learning domains include computer vision and natural language processing.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-domain

getDriftCheckBaselines

@Stability(Stable)
@Nullable
default Object getDriftCheckBaselines()

Represents the drift check baselines that can be used when the model monitor is set using the model package.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-driftcheckbaselines

getInferenceSpecification

@Stability(Stable)
@Nullable
default Object getInferenceSpecification()

Defines how to perform inference generation after a training job is run.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-inferencespecification

getLastModifiedTime

@Stability(Stable)
@Nullable
default String getLastModifiedTime()

The last time the model package was modified.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-lastmodifiedtime

getMetadataProperties

@Stability(Stable)
@Nullable
default Object getMetadataProperties()

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-metadataproperties

getModelApprovalStatus

@Stability(Stable)
@Nullable
default String getModelApprovalStatus()

The approval status of the model. This can be one of the following values.

• APPROVED - The model is approved
• REJECTED - The model is rejected.
• PENDING_MANUAL_APPROVAL - The model is waiting for manual approval.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelapprovalstatus

getModelCard

@Stability(Stable)
@Nullable
default Object getModelCard()

An Amazon SageMaker Model Card.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelcard

getModelMetrics

@Stability(Stable)
@Nullable
default Object getModelMetrics()

Metrics for the model.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelmetrics

getModelPackageDescription

@Stability(Stable)
@Nullable
default String getModelPackageDescription()

The description of the model package.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagedescription

getModelPackageGroupName

@Stability(Stable)
@Nullable
default String getModelPackageGroupName()

The model group to which the model belongs.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagegroupname

getModelPackageName

@Stability(Stable)
@Nullable
default String getModelPackageName()

The name of the model.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagename

getModelPackageStatusDetails

@Stability(Stable)
@Nullable
default Object getModelPackageStatusDetails()

Specifies the validation and image scan statuses of the model package.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagestatusdetails

getModelPackageVersion

@Stability(Stable)
@Nullable
default Number getModelPackageVersion()

The version number of a versioned model.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackageversion

getSamplePayloadUrl

@Stability(Stable)
@Nullable
default String getSamplePayloadUrl()

The Amazon Simple Storage Service path where the sample payload are stored.

This path must point to a single gzip compressed tar archive (.tar.gz suffix).

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-samplepayloadurl

getSecurityConfig

@Stability(Stable)
@Nullable
default Object getSecurityConfig()

An optional AWS Key Management Service key to encrypt, decrypt, and re-encrypt model package information for regulated workloads with highly sensitive data.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-securityconfig

getSkipModelValidation

@Stability(Stable)
@Nullable
default String getSkipModelValidation()

Indicates if you want to skip model validation.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-skipmodelvalidation

getSourceAlgorithmSpecification

@Stability(Stable)
@Nullable
default Object getSourceAlgorithmSpecification()

A list of algorithms that were used to create a model package.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-sourcealgorithmspecification

getSourceUri

@Stability(Stable)
@Nullable
default String getSourceUri()

The URI of the source for the model package.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-sourceuri

getTags

@Stability(Stable)
@Nullable
default List<CfnTag> getTags()

A list of the tags associated with the model package.

For more information, see Tagging AWS resources in the AWS General Reference Guide .

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-tags

getTask

@Stability(Stable)
@Nullable
default String getTask()

The machine learning task your model package accomplishes.

Common machine learning tasks include object detection and image classification.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-task

getValidationSpecification

@Stability(Stable)
@Nullable
default Object getValidationSpecification()

Specifies batch transform jobs that SageMaker runs to validate your model package.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-validationspecification

builder

@Stability(Stable)
static CfnModelPackageProps.Builder builder()

Returns:

a CfnModelPackageProps.Builder of CfnModelPackageProps