Package software.amazon.awscdk.services.sagemaker

Class CfnModelPackageProps.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelPackageProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelPackageProps>

Enclosing interface:

CfnModelPackageProps

@Stability(Stable)
public static final class CfnModelPackageProps.Builder
extends Object
implements software.amazon.jsii.Builder<CfnModelPackageProps>

A builder for CfnModelPackageProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnModelPackageProps.Builder	additionalInferenceSpecifications(List<? extends Object> additionalInferenceSpecifications)	Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecifications()
CfnModelPackageProps.Builder	additionalInferenceSpecifications(IResolvable additionalInferenceSpecifications)	Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecifications()
CfnModelPackageProps.Builder	additionalInferenceSpecificationsToAdd(List<? extends Object> additionalInferenceSpecificationsToAdd)	Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationsToAdd()
CfnModelPackageProps.Builder	additionalInferenceSpecificationsToAdd(IResolvable additionalInferenceSpecificationsToAdd)	Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationsToAdd()
CfnModelPackageProps.Builder	approvalDescription(String approvalDescription)	Sets the value of CfnModelPackageProps.getApprovalDescription()
CfnModelPackageProps	build()	Builds the configured instance.
CfnModelPackageProps.Builder	certifyForMarketplace(Boolean certifyForMarketplace)	Sets the value of CfnModelPackageProps.getCertifyForMarketplace()
CfnModelPackageProps.Builder	certifyForMarketplace(IResolvable certifyForMarketplace)	Sets the value of CfnModelPackageProps.getCertifyForMarketplace()
CfnModelPackageProps.Builder	clientToken(String clientToken)	Sets the value of CfnModelPackageProps.getClientToken()
CfnModelPackageProps.Builder	customerMetadataProperties(Map<String,String> customerMetadataProperties)	Sets the value of CfnModelPackageProps.getCustomerMetadataProperties()
CfnModelPackageProps.Builder	customerMetadataProperties(IResolvable customerMetadataProperties)	Sets the value of CfnModelPackageProps.getCustomerMetadataProperties()
CfnModelPackageProps.Builder	domain(String domain)	Sets the value of CfnModelPackageProps.getDomain()
CfnModelPackageProps.Builder	driftCheckBaselines(IResolvable driftCheckBaselines)	Sets the value of CfnModelPackageProps.getDriftCheckBaselines()
CfnModelPackageProps.Builder	driftCheckBaselines(CfnModelPackage.DriftCheckBaselinesProperty driftCheckBaselines)	Sets the value of CfnModelPackageProps.getDriftCheckBaselines()
CfnModelPackageProps.Builder	inferenceSpecification(IResolvable inferenceSpecification)	Sets the value of CfnModelPackageProps.getInferenceSpecification()
CfnModelPackageProps.Builder	inferenceSpecification(CfnModelPackage.InferenceSpecificationProperty inferenceSpecification)	Sets the value of CfnModelPackageProps.getInferenceSpecification()
CfnModelPackageProps.Builder	lastModifiedTime(String lastModifiedTime)	Sets the value of CfnModelPackageProps.getLastModifiedTime()
CfnModelPackageProps.Builder	metadataProperties(IResolvable metadataProperties)	Sets the value of CfnModelPackageProps.getMetadataProperties()
CfnModelPackageProps.Builder	metadataProperties(CfnModelPackage.MetadataPropertiesProperty metadataProperties)	Sets the value of CfnModelPackageProps.getMetadataProperties()
CfnModelPackageProps.Builder	modelApprovalStatus(String modelApprovalStatus)	Sets the value of CfnModelPackageProps.getModelApprovalStatus()
CfnModelPackageProps.Builder	modelCard(IResolvable modelCard)	Sets the value of CfnModelPackageProps.getModelCard()
CfnModelPackageProps.Builder	modelCard(CfnModelPackage.ModelCardProperty modelCard)	Sets the value of CfnModelPackageProps.getModelCard()
CfnModelPackageProps.Builder	modelMetrics(IResolvable modelMetrics)	Sets the value of CfnModelPackageProps.getModelMetrics()
CfnModelPackageProps.Builder	modelMetrics(CfnModelPackage.ModelMetricsProperty modelMetrics)	Sets the value of CfnModelPackageProps.getModelMetrics()
CfnModelPackageProps.Builder	modelPackageDescription(String modelPackageDescription)	Sets the value of CfnModelPackageProps.getModelPackageDescription()
CfnModelPackageProps.Builder	modelPackageGroupName(String modelPackageGroupName)	Sets the value of CfnModelPackageProps.getModelPackageGroupName()
CfnModelPackageProps.Builder	modelPackageName(String modelPackageName)	Sets the value of CfnModelPackageProps.getModelPackageName()
CfnModelPackageProps.Builder	modelPackageStatusDetails(IResolvable modelPackageStatusDetails)	Sets the value of CfnModelPackageProps.getModelPackageStatusDetails()
CfnModelPackageProps.Builder	modelPackageStatusDetails(CfnModelPackage.ModelPackageStatusDetailsProperty modelPackageStatusDetails)	Sets the value of CfnModelPackageProps.getModelPackageStatusDetails()
CfnModelPackageProps.Builder	modelPackageVersion(Number modelPackageVersion)	Sets the value of CfnModelPackageProps.getModelPackageVersion()
CfnModelPackageProps.Builder	samplePayloadUrl(String samplePayloadUrl)	Sets the value of CfnModelPackageProps.getSamplePayloadUrl()
CfnModelPackageProps.Builder	securityConfig(IResolvable securityConfig)	Sets the value of CfnModelPackageProps.getSecurityConfig()
CfnModelPackageProps.Builder	securityConfig(CfnModelPackage.SecurityConfigProperty securityConfig)	Sets the value of CfnModelPackageProps.getSecurityConfig()
CfnModelPackageProps.Builder	skipModelValidation(String skipModelValidation)	Sets the value of CfnModelPackageProps.getSkipModelValidation()
CfnModelPackageProps.Builder	sourceAlgorithmSpecification(IResolvable sourceAlgorithmSpecification)	Sets the value of CfnModelPackageProps.getSourceAlgorithmSpecification()
CfnModelPackageProps.Builder	sourceAlgorithmSpecification(CfnModelPackage.SourceAlgorithmSpecificationProperty sourceAlgorithmSpecification)	Sets the value of CfnModelPackageProps.getSourceAlgorithmSpecification()
CfnModelPackageProps.Builder	sourceUri(String sourceUri)	Sets the value of CfnModelPackageProps.getSourceUri()
CfnModelPackageProps.Builder	tags(List<? extends CfnTag> tags)	Sets the value of CfnModelPackageProps.getTags()
CfnModelPackageProps.Builder	task(String task)	Sets the value of CfnModelPackageProps.getTask()
CfnModelPackageProps.Builder	validationSpecification(IResolvable validationSpecification)	Sets the value of CfnModelPackageProps.getValidationSpecification()
CfnModelPackageProps.Builder	validationSpecification(CfnModelPackage.ValidationSpecificationProperty validationSpecification)	Sets the value of CfnModelPackageProps.getValidationSpecification()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Builder

public Builder()

Method Details

additionalInferenceSpecifications

@Stability(Stable)
public CfnModelPackageProps.Builder additionalInferenceSpecifications(IResolvable additionalInferenceSpecifications)

Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecifications()

Parameters:

additionalInferenceSpecifications - An array of additional Inference Specification objects.

Returns:

this

additionalInferenceSpecifications

@Stability(Stable)
public CfnModelPackageProps.Builder additionalInferenceSpecifications(List<? extends Object> additionalInferenceSpecifications)

Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecifications()

Parameters:

additionalInferenceSpecifications - An array of additional Inference Specification objects.

Returns:

this

additionalInferenceSpecificationsToAdd

@Stability(Stable)
public CfnModelPackageProps.Builder additionalInferenceSpecificationsToAdd(IResolvable additionalInferenceSpecificationsToAdd)

Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationsToAdd()

Parameters:

additionalInferenceSpecificationsToAdd - 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.

Returns:

this

additionalInferenceSpecificationsToAdd

@Stability(Stable)
public CfnModelPackageProps.Builder additionalInferenceSpecificationsToAdd(List<? extends Object> additionalInferenceSpecificationsToAdd)

Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationsToAdd()

Parameters:

additionalInferenceSpecificationsToAdd - 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.

Returns:

this

approvalDescription

@Stability(Stable)
public CfnModelPackageProps.Builder approvalDescription(String approvalDescription)

Sets the value of CfnModelPackageProps.getApprovalDescription()

Parameters:

approvalDescription - A description provided when the model approval is set.

Returns:

this

certifyForMarketplace

@Stability(Stable)
public CfnModelPackageProps.Builder certifyForMarketplace(Boolean certifyForMarketplace)

Sets the value of CfnModelPackageProps.getCertifyForMarketplace()

Parameters:

certifyForMarketplace - 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 .

Returns:

this

certifyForMarketplace

@Stability(Stable)
public CfnModelPackageProps.Builder certifyForMarketplace(IResolvable certifyForMarketplace)

Sets the value of CfnModelPackageProps.getCertifyForMarketplace()

Parameters:

certifyForMarketplace - 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 .

Returns:

this

clientToken

@Stability(Stable)
public CfnModelPackageProps.Builder clientToken(String clientToken)

Sets the value of CfnModelPackageProps.getClientToken()

Parameters:

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

Returns:

this

customerMetadataProperties

@Stability(Stable)
public CfnModelPackageProps.Builder customerMetadataProperties(IResolvable customerMetadataProperties)

Sets the value of CfnModelPackageProps.getCustomerMetadataProperties()

Parameters:

customerMetadataProperties - The metadata properties for the model package.

Returns:

this

customerMetadataProperties

@Stability(Stable)
public CfnModelPackageProps.Builder customerMetadataProperties(Map<String,String> customerMetadataProperties)

Sets the value of CfnModelPackageProps.getCustomerMetadataProperties()

Parameters:

customerMetadataProperties - The metadata properties for the model package.

Returns:

this

domain

@Stability(Stable)
public CfnModelPackageProps.Builder domain(String domain)

Sets the value of CfnModelPackageProps.getDomain()

Parameters:

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

Returns:

this

driftCheckBaselines

@Stability(Stable)
public CfnModelPackageProps.Builder driftCheckBaselines(IResolvable driftCheckBaselines)

Sets the value of CfnModelPackageProps.getDriftCheckBaselines()

Parameters:

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

Returns:

this

driftCheckBaselines

@Stability(Stable)
public CfnModelPackageProps.Builder driftCheckBaselines(CfnModelPackage.DriftCheckBaselinesProperty driftCheckBaselines)

Sets the value of CfnModelPackageProps.getDriftCheckBaselines()

Parameters:

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

Returns:

this

inferenceSpecification

@Stability(Stable)
public CfnModelPackageProps.Builder inferenceSpecification(IResolvable inferenceSpecification)

Sets the value of CfnModelPackageProps.getInferenceSpecification()

Parameters:

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

Returns:

this

inferenceSpecification

@Stability(Stable)
public CfnModelPackageProps.Builder inferenceSpecification(CfnModelPackage.InferenceSpecificationProperty inferenceSpecification)

Sets the value of CfnModelPackageProps.getInferenceSpecification()

Parameters:

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

Returns:

this

lastModifiedTime

@Stability(Stable)
public CfnModelPackageProps.Builder lastModifiedTime(String lastModifiedTime)

Sets the value of CfnModelPackageProps.getLastModifiedTime()

Parameters:

lastModifiedTime - The last time the model package was modified.

Returns:

this

metadataProperties

@Stability(Stable)
public CfnModelPackageProps.Builder metadataProperties(IResolvable metadataProperties)

Sets the value of CfnModelPackageProps.getMetadataProperties()

Parameters:

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

Returns:

this

metadataProperties

@Stability(Stable)
public CfnModelPackageProps.Builder metadataProperties(CfnModelPackage.MetadataPropertiesProperty metadataProperties)

Sets the value of CfnModelPackageProps.getMetadataProperties()

Parameters:

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

Returns:

this

modelApprovalStatus

@Stability(Stable)
public CfnModelPackageProps.Builder modelApprovalStatus(String modelApprovalStatus)

Sets the value of CfnModelPackageProps.getModelApprovalStatus()

Parameters:

modelApprovalStatus - 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.

Returns:

this

modelCard

@Stability(Stable)
public CfnModelPackageProps.Builder modelCard(IResolvable modelCard)

Sets the value of CfnModelPackageProps.getModelCard()

Parameters:

modelCard - An Amazon SageMaker Model Card.

Returns:

this

modelCard

@Stability(Stable)
public CfnModelPackageProps.Builder modelCard(CfnModelPackage.ModelCardProperty modelCard)

Sets the value of CfnModelPackageProps.getModelCard()

Parameters:

modelCard - An Amazon SageMaker Model Card.

Returns:

this

modelMetrics

@Stability(Stable)
public CfnModelPackageProps.Builder modelMetrics(IResolvable modelMetrics)

Sets the value of CfnModelPackageProps.getModelMetrics()

Parameters:

modelMetrics - Metrics for the model.

Returns:

this

modelMetrics

@Stability(Stable)
public CfnModelPackageProps.Builder modelMetrics(CfnModelPackage.ModelMetricsProperty modelMetrics)

Sets the value of CfnModelPackageProps.getModelMetrics()

Parameters:

modelMetrics - Metrics for the model.

Returns:

this

modelPackageDescription

@Stability(Stable)
public CfnModelPackageProps.Builder modelPackageDescription(String modelPackageDescription)

Sets the value of CfnModelPackageProps.getModelPackageDescription()

Parameters:

modelPackageDescription - The description of the model package.

Returns:

this

modelPackageGroupName

@Stability(Stable)
public CfnModelPackageProps.Builder modelPackageGroupName(String modelPackageGroupName)

Sets the value of CfnModelPackageProps.getModelPackageGroupName()

Parameters:

modelPackageGroupName - The model group to which the model belongs.

Returns:

this

modelPackageName

@Stability(Stable)
public CfnModelPackageProps.Builder modelPackageName(String modelPackageName)

Sets the value of CfnModelPackageProps.getModelPackageName()

Parameters:

modelPackageName - The name of the model.

Returns:

this

modelPackageStatusDetails

@Stability(Stable)
public CfnModelPackageProps.Builder modelPackageStatusDetails(IResolvable modelPackageStatusDetails)

Sets the value of CfnModelPackageProps.getModelPackageStatusDetails()

Parameters:

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

Returns:

this

modelPackageStatusDetails

@Stability(Stable)
public CfnModelPackageProps.Builder modelPackageStatusDetails(CfnModelPackage.ModelPackageStatusDetailsProperty modelPackageStatusDetails)

Sets the value of CfnModelPackageProps.getModelPackageStatusDetails()

Parameters:

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

Returns:

this

modelPackageVersion

@Stability(Stable)
public CfnModelPackageProps.Builder modelPackageVersion(Number modelPackageVersion)

Sets the value of CfnModelPackageProps.getModelPackageVersion()

Parameters:

modelPackageVersion - The version number of a versioned model.

Returns:

this

samplePayloadUrl

@Stability(Stable)
public CfnModelPackageProps.Builder samplePayloadUrl(String samplePayloadUrl)

Sets the value of CfnModelPackageProps.getSamplePayloadUrl()

Parameters:

samplePayloadUrl - 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).

Returns:

this

securityConfig

@Stability(Stable)
public CfnModelPackageProps.Builder securityConfig(IResolvable securityConfig)

Sets the value of CfnModelPackageProps.getSecurityConfig()

Parameters:

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

Returns:

this

securityConfig

@Stability(Stable)
public CfnModelPackageProps.Builder securityConfig(CfnModelPackage.SecurityConfigProperty securityConfig)

Sets the value of CfnModelPackageProps.getSecurityConfig()

Parameters:

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

Returns:

this

skipModelValidation

@Stability(Stable)
public CfnModelPackageProps.Builder skipModelValidation(String skipModelValidation)

Sets the value of CfnModelPackageProps.getSkipModelValidation()

Parameters:

skipModelValidation - Indicates if you want to skip model validation.

Returns:

this

sourceAlgorithmSpecification

@Stability(Stable)
public CfnModelPackageProps.Builder sourceAlgorithmSpecification(IResolvable sourceAlgorithmSpecification)

Sets the value of CfnModelPackageProps.getSourceAlgorithmSpecification()

Parameters:

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

Returns:

this

sourceAlgorithmSpecification

@Stability(Stable)
public CfnModelPackageProps.Builder sourceAlgorithmSpecification(CfnModelPackage.SourceAlgorithmSpecificationProperty sourceAlgorithmSpecification)

Sets the value of CfnModelPackageProps.getSourceAlgorithmSpecification()

Parameters:

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

Returns:

this

sourceUri

@Stability(Stable)
public CfnModelPackageProps.Builder sourceUri(String sourceUri)

Sets the value of CfnModelPackageProps.getSourceUri()

Parameters:

sourceUri - The URI of the source for the model package.

Returns:

this

tags

@Stability(Stable)
public CfnModelPackageProps.Builder tags(List<? extends CfnTag> tags)

Sets the value of CfnModelPackageProps.getTags()

Parameters:

tags - A list of the tags associated with the model package. For more information, see Tagging AWS resources in the AWS General Reference Guide .

Returns:

this

task

@Stability(Stable)
public CfnModelPackageProps.Builder task(String task)

Sets the value of CfnModelPackageProps.getTask()

Parameters:

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

Returns:

this

validationSpecification

@Stability(Stable)
public CfnModelPackageProps.Builder validationSpecification(IResolvable validationSpecification)

Sets the value of CfnModelPackageProps.getValidationSpecification()

Parameters:

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

Returns:

this

validationSpecification

@Stability(Stable)
public CfnModelPackageProps.Builder validationSpecification(CfnModelPackage.ValidationSpecificationProperty validationSpecification)

Sets the value of CfnModelPackageProps.getValidationSpecification()

Parameters:

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

Returns:

this

build

@Stability(Stable)
public CfnModelPackageProps build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnModelPackageProps>

Returns:

a new instance of CfnModelPackageProps

Throws:

NullPointerException - if any required attribute was not provided