software.amazon.awscdk.services.sagemaker

Class CfnModelPackageProps.Builder

java.lang.Object

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

Enclosing interface:

CfnModelPackageProps

public static final class CfnModelPackageProps.Builder
extends java.lang.Object

A builder for CfnModelPackageProps

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
CfnModelPackageProps.Builder	additionalInferenceSpecificationDefinition(CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty additionalInferenceSpecificationDefinition) Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationDefinition()
CfnModelPackageProps.Builder	additionalInferenceSpecificationDefinition(IResolvable additionalInferenceSpecificationDefinition) Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationDefinition()
CfnModelPackageProps.Builder	additionalInferenceSpecifications(IResolvable additionalInferenceSpecifications) Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecifications()
CfnModelPackageProps.Builder	additionalInferenceSpecifications(java.util.List<? extends java.lang.Object> additionalInferenceSpecifications) Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecifications()
CfnModelPackageProps.Builder	additionalInferenceSpecificationsToAdd(IResolvable additionalInferenceSpecificationsToAdd) Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationsToAdd()
CfnModelPackageProps.Builder	additionalInferenceSpecificationsToAdd(java.util.List<? extends java.lang.Object> additionalInferenceSpecificationsToAdd) Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationsToAdd()
CfnModelPackageProps.Builder	approvalDescription(java.lang.String approvalDescription) Sets the value of CfnModelPackageProps.getApprovalDescription()
CfnModelPackageProps	build() Builds the configured instance.
CfnModelPackageProps.Builder	certifyForMarketplace(java.lang.Boolean certifyForMarketplace) Sets the value of CfnModelPackageProps.getCertifyForMarketplace()
CfnModelPackageProps.Builder	certifyForMarketplace(IResolvable certifyForMarketplace) Sets the value of CfnModelPackageProps.getCertifyForMarketplace()
CfnModelPackageProps.Builder	clientToken(java.lang.String clientToken) Sets the value of CfnModelPackageProps.getClientToken()
CfnModelPackageProps.Builder	createdBy(CfnModelPackage.UserContextProperty createdBy) Sets the value of CfnModelPackageProps.getCreatedBy()
CfnModelPackageProps.Builder	createdBy(IResolvable createdBy) Sets the value of CfnModelPackageProps.getCreatedBy()
CfnModelPackageProps.Builder	customerMetadataProperties(IResolvable customerMetadataProperties) Sets the value of CfnModelPackageProps.getCustomerMetadataProperties()
CfnModelPackageProps.Builder	customerMetadataProperties(java.util.Map<java.lang.String,java.lang.String> customerMetadataProperties) Sets the value of CfnModelPackageProps.getCustomerMetadataProperties()
CfnModelPackageProps.Builder	domain(java.lang.String domain) Sets the value of CfnModelPackageProps.getDomain()
CfnModelPackageProps.Builder	driftCheckBaselines(CfnModelPackage.DriftCheckBaselinesProperty driftCheckBaselines) Sets the value of CfnModelPackageProps.getDriftCheckBaselines()
CfnModelPackageProps.Builder	driftCheckBaselines(IResolvable driftCheckBaselines) Sets the value of CfnModelPackageProps.getDriftCheckBaselines()
CfnModelPackageProps.Builder	environment(IResolvable environment) Sets the value of CfnModelPackageProps.getEnvironment()
CfnModelPackageProps.Builder	environment(java.util.Map<java.lang.String,java.lang.String> environment) Sets the value of CfnModelPackageProps.getEnvironment()
CfnModelPackageProps.Builder	inferenceSpecification(CfnModelPackage.InferenceSpecificationProperty inferenceSpecification) Sets the value of CfnModelPackageProps.getInferenceSpecification()
CfnModelPackageProps.Builder	inferenceSpecification(IResolvable inferenceSpecification) Sets the value of CfnModelPackageProps.getInferenceSpecification()
CfnModelPackageProps.Builder	lastModifiedBy(CfnModelPackage.UserContextProperty lastModifiedBy) Sets the value of CfnModelPackageProps.getLastModifiedBy()
CfnModelPackageProps.Builder	lastModifiedBy(IResolvable lastModifiedBy) Sets the value of CfnModelPackageProps.getLastModifiedBy()
CfnModelPackageProps.Builder	lastModifiedTime(java.lang.String lastModifiedTime) Sets the value of CfnModelPackageProps.getLastModifiedTime()
CfnModelPackageProps.Builder	metadataProperties(CfnModelPackage.MetadataPropertiesProperty metadataProperties) Sets the value of CfnModelPackageProps.getMetadataProperties()
CfnModelPackageProps.Builder	metadataProperties(IResolvable metadataProperties) Sets the value of CfnModelPackageProps.getMetadataProperties()
CfnModelPackageProps.Builder	modelApprovalStatus(java.lang.String modelApprovalStatus) Sets the value of CfnModelPackageProps.getModelApprovalStatus()
CfnModelPackageProps.Builder	modelMetrics(CfnModelPackage.ModelMetricsProperty modelMetrics) Sets the value of CfnModelPackageProps.getModelMetrics()
CfnModelPackageProps.Builder	modelMetrics(IResolvable modelMetrics) Sets the value of CfnModelPackageProps.getModelMetrics()
CfnModelPackageProps.Builder	modelPackageDescription(java.lang.String modelPackageDescription) Sets the value of CfnModelPackageProps.getModelPackageDescription()
CfnModelPackageProps.Builder	modelPackageGroupName(java.lang.String modelPackageGroupName) Sets the value of CfnModelPackageProps.getModelPackageGroupName()
CfnModelPackageProps.Builder	modelPackageName(java.lang.String modelPackageName) Sets the value of CfnModelPackageProps.getModelPackageName()
CfnModelPackageProps.Builder	modelPackageStatusDetails(CfnModelPackage.ModelPackageStatusDetailsProperty modelPackageStatusDetails) Sets the value of CfnModelPackageProps.getModelPackageStatusDetails()
CfnModelPackageProps.Builder	modelPackageStatusDetails(IResolvable modelPackageStatusDetails) Sets the value of CfnModelPackageProps.getModelPackageStatusDetails()
CfnModelPackageProps.Builder	modelPackageStatusItem(CfnModelPackage.ModelPackageStatusItemProperty modelPackageStatusItem) Sets the value of CfnModelPackageProps.getModelPackageStatusItem()
CfnModelPackageProps.Builder	modelPackageStatusItem(IResolvable modelPackageStatusItem) Sets the value of CfnModelPackageProps.getModelPackageStatusItem()
CfnModelPackageProps.Builder	modelPackageVersion(java.lang.Number modelPackageVersion) Sets the value of CfnModelPackageProps.getModelPackageVersion()
CfnModelPackageProps.Builder	samplePayloadUrl(java.lang.String samplePayloadUrl) Sets the value of CfnModelPackageProps.getSamplePayloadUrl()
CfnModelPackageProps.Builder	sourceAlgorithmSpecification(CfnModelPackage.SourceAlgorithmSpecificationProperty sourceAlgorithmSpecification) Sets the value of CfnModelPackageProps.getSourceAlgorithmSpecification()
CfnModelPackageProps.Builder	sourceAlgorithmSpecification(IResolvable sourceAlgorithmSpecification) Sets the value of CfnModelPackageProps.getSourceAlgorithmSpecification()
CfnModelPackageProps.Builder	tags(java.util.List<? extends CfnTag> tags) Sets the value of CfnModelPackageProps.getTags()
CfnModelPackageProps.Builder	task(java.lang.String task) Sets the value of CfnModelPackageProps.getTask()
CfnModelPackageProps.Builder	validationSpecification(CfnModelPackage.ValidationSpecificationProperty validationSpecification) Sets the value of CfnModelPackageProps.getValidationSpecification()
CfnModelPackageProps.Builder	validationSpecification(IResolvable 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 Detail

Builder

public Builder()

Method Detail

additionalInferenceSpecificationDefinition

public CfnModelPackageProps.Builder additionalInferenceSpecificationDefinition(IResolvable additionalInferenceSpecificationDefinition)

Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationDefinition()

Parameters:

additionalInferenceSpecificationDefinition - A structure of additional Inference Specification. Additional Inference Specification specifies details about inference jobs that can be run with models based on this model package

Returns:

this

additionalInferenceSpecificationDefinition

public CfnModelPackageProps.Builder additionalInferenceSpecificationDefinition(CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty additionalInferenceSpecificationDefinition)

Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecificationDefinition()

Parameters:

additionalInferenceSpecificationDefinition - A structure of additional Inference Specification. Additional Inference Specification specifies details about inference jobs that can be run with models based on this model package

Returns:

this

additionalInferenceSpecifications

public CfnModelPackageProps.Builder additionalInferenceSpecifications(IResolvable additionalInferenceSpecifications)

Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecifications()

Parameters:

additionalInferenceSpecifications - An array of additional Inference Specification objects.

Returns:

this

additionalInferenceSpecifications

public CfnModelPackageProps.Builder additionalInferenceSpecifications(java.util.List<? extends java.lang.Object> additionalInferenceSpecifications)

Sets the value of CfnModelPackageProps.getAdditionalInferenceSpecifications()

Parameters:

additionalInferenceSpecifications - An array of additional Inference Specification objects.

Returns:

this

additionalInferenceSpecificationsToAdd

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

public CfnModelPackageProps.Builder additionalInferenceSpecificationsToAdd(java.util.List<? extends java.lang.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

public CfnModelPackageProps.Builder approvalDescription(java.lang.String approvalDescription)

Sets the value of CfnModelPackageProps.getApprovalDescription()

Parameters:

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

Returns:

this

certifyForMarketplace

public CfnModelPackageProps.Builder certifyForMarketplace(java.lang.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

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

public CfnModelPackageProps.Builder clientToken(java.lang.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

createdBy

public CfnModelPackageProps.Builder createdBy(IResolvable createdBy)

Sets the value of CfnModelPackageProps.getCreatedBy()

Parameters:

createdBy - Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.

Returns:

this

createdBy

public CfnModelPackageProps.Builder createdBy(CfnModelPackage.UserContextProperty createdBy)

Sets the value of CfnModelPackageProps.getCreatedBy()

Parameters:

createdBy - Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.

Returns:

this

customerMetadataProperties

public CfnModelPackageProps.Builder customerMetadataProperties(IResolvable customerMetadataProperties)

Sets the value of CfnModelPackageProps.getCustomerMetadataProperties()

Parameters:

customerMetadataProperties - The metadata properties for the model package.

Returns:

this

customerMetadataProperties

public CfnModelPackageProps.Builder customerMetadataProperties(java.util.Map<java.lang.String,java.lang.String> customerMetadataProperties)

Sets the value of CfnModelPackageProps.getCustomerMetadataProperties()

Parameters:

customerMetadataProperties - The metadata properties for the model package.

Returns:

this

domain

public CfnModelPackageProps.Builder domain(java.lang.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

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

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

environment

public CfnModelPackageProps.Builder environment(IResolvable environment)

Sets the value of CfnModelPackageProps.getEnvironment()

Parameters:

environment - The environment variables to set in the Docker container. Each key and value in the Environment string to string map can have length of up to 1024. We support up to 16 entries in the map.

Returns:

this

environment

public CfnModelPackageProps.Builder environment(java.util.Map<java.lang.String,java.lang.String> environment)

Sets the value of CfnModelPackageProps.getEnvironment()

Parameters:

environment - The environment variables to set in the Docker container. Each key and value in the Environment string to string map can have length of up to 1024. We support up to 16 entries in the map.

Returns:

this

inferenceSpecification

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

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

lastModifiedBy

public CfnModelPackageProps.Builder lastModifiedBy(IResolvable lastModifiedBy)

Sets the value of CfnModelPackageProps.getLastModifiedBy()

Parameters:

lastModifiedBy - Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.

Returns:

this

lastModifiedBy

public CfnModelPackageProps.Builder lastModifiedBy(CfnModelPackage.UserContextProperty lastModifiedBy)

Sets the value of CfnModelPackageProps.getLastModifiedBy()

Parameters:

lastModifiedBy - Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.

Returns:

this

lastModifiedTime

public CfnModelPackageProps.Builder lastModifiedTime(java.lang.String lastModifiedTime)

Sets the value of CfnModelPackageProps.getLastModifiedTime()

Parameters:

lastModifiedTime - The last time the model package was modified.

Returns:

this

metadataProperties

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

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

public CfnModelPackageProps.Builder modelApprovalStatus(java.lang.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

modelMetrics

public CfnModelPackageProps.Builder modelMetrics(IResolvable modelMetrics)

Sets the value of CfnModelPackageProps.getModelMetrics()

Parameters:

modelMetrics - Metrics for the model.

Returns:

this

modelMetrics

public CfnModelPackageProps.Builder modelMetrics(CfnModelPackage.ModelMetricsProperty modelMetrics)

Sets the value of CfnModelPackageProps.getModelMetrics()

Parameters:

modelMetrics - Metrics for the model.

Returns:

this

modelPackageDescription

public CfnModelPackageProps.Builder modelPackageDescription(java.lang.String modelPackageDescription)

Sets the value of CfnModelPackageProps.getModelPackageDescription()

Parameters:

modelPackageDescription - The description of the model package.

Returns:

this

modelPackageGroupName

public CfnModelPackageProps.Builder modelPackageGroupName(java.lang.String modelPackageGroupName)

Sets the value of CfnModelPackageProps.getModelPackageGroupName()

Parameters:

modelPackageGroupName - The model group to which the model belongs.

Returns:

this

modelPackageName

public CfnModelPackageProps.Builder modelPackageName(java.lang.String modelPackageName)

Sets the value of CfnModelPackageProps.getModelPackageName()

Parameters:

modelPackageName - The name of the model.

Returns:

this

modelPackageStatusDetails

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

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

modelPackageStatusItem

public CfnModelPackageProps.Builder modelPackageStatusItem(IResolvable modelPackageStatusItem)

Sets the value of CfnModelPackageProps.getModelPackageStatusItem()

Parameters:

modelPackageStatusItem - Represents the overall status of a model package.

Returns:

this

modelPackageStatusItem

public CfnModelPackageProps.Builder modelPackageStatusItem(CfnModelPackage.ModelPackageStatusItemProperty modelPackageStatusItem)

Sets the value of CfnModelPackageProps.getModelPackageStatusItem()

Parameters:

modelPackageStatusItem - Represents the overall status of a model package.

Returns:

this

modelPackageVersion

public CfnModelPackageProps.Builder modelPackageVersion(java.lang.Number modelPackageVersion)

Sets the value of CfnModelPackageProps.getModelPackageVersion()

Parameters:

modelPackageVersion - The version number of a versioned model.

Returns:

this

samplePayloadUrl

public CfnModelPackageProps.Builder samplePayloadUrl(java.lang.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

sourceAlgorithmSpecification

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

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

tags

public CfnModelPackageProps.Builder tags(java.util.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

public CfnModelPackageProps.Builder task(java.lang.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

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

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

public CfnModelPackageProps build()

Builds the configured instance.

Returns:

a new instance of CfnModelPackageProps

Throws:

java.lang.NullPointerException - if any required attribute was not provided