software.amazon.awscdk.services.sagemaker

Class CfnModelPackage.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelPackage.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelPackage>

Enclosing class:

CfnModelPackage

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

A fluent builder for CfnModelPackage.

Method Summary

Modifier and Type	Method and Description
CfnModelPackage.Builder	additionalInferenceSpecificationDefinition(CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty additionalInferenceSpecificationDefinition) `AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationDefinition`.
CfnModelPackage.Builder	additionalInferenceSpecificationDefinition(IResolvable additionalInferenceSpecificationDefinition) `AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationDefinition`.
CfnModelPackage.Builder	additionalInferenceSpecifications(IResolvable additionalInferenceSpecifications) An array of additional Inference Specification objects.
CfnModelPackage.Builder	additionalInferenceSpecifications(List<? extends Object> additionalInferenceSpecifications) An array of additional Inference Specification objects.
CfnModelPackage.Builder	additionalInferenceSpecificationsToAdd(IResolvable additionalInferenceSpecificationsToAdd) `AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationsToAdd`.
CfnModelPackage.Builder	additionalInferenceSpecificationsToAdd(List<? extends Object> additionalInferenceSpecificationsToAdd) `AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationsToAdd`.
CfnModelPackage.Builder	approvalDescription(String approvalDescription) A description provided when the model approval is set.
CfnModelPackage	build()
CfnModelPackage.Builder	certifyForMarketplace(Boolean certifyForMarketplace) Whether the model package is to be certified to be listed on AWS Marketplace.
CfnModelPackage.Builder	certifyForMarketplace(IResolvable certifyForMarketplace) Whether the model package is to be certified to be listed on AWS Marketplace.
CfnModelPackage.Builder	clientToken(String clientToken) `AWS::SageMaker::ModelPackage.ClientToken`.
static CfnModelPackage.Builder	create(Construct scope, String id)
CfnModelPackage.Builder	createdBy(CfnModelPackage.UserContextProperty createdBy) `AWS::SageMaker::ModelPackage.CreatedBy`.
CfnModelPackage.Builder	createdBy(IResolvable createdBy) `AWS::SageMaker::ModelPackage.CreatedBy`.
CfnModelPackage.Builder	customerMetadataProperties(IResolvable customerMetadataProperties) The metadata properties for the model package.
CfnModelPackage.Builder	customerMetadataProperties(Map<String,String> customerMetadataProperties) The metadata properties for the model package.
CfnModelPackage.Builder	domain(String domain) The machine learning domain of your model package and its components.
CfnModelPackage.Builder	driftCheckBaselines(CfnModelPackage.DriftCheckBaselinesProperty driftCheckBaselines) Represents the drift check baselines that can be used when the model monitor is set using the model package.
CfnModelPackage.Builder	driftCheckBaselines(IResolvable driftCheckBaselines) Represents the drift check baselines that can be used when the model monitor is set using the model package.
CfnModelPackage.Builder	environment(IResolvable environment) The environment variables to set in the Docker container.
CfnModelPackage.Builder	environment(Map<String,String> environment) The environment variables to set in the Docker container.
CfnModelPackage.Builder	inferenceSpecification(CfnModelPackage.InferenceSpecificationProperty inferenceSpecification) `AWS::SageMaker::ModelPackage.InferenceSpecification`.
CfnModelPackage.Builder	inferenceSpecification(IResolvable inferenceSpecification) `AWS::SageMaker::ModelPackage.InferenceSpecification`.
CfnModelPackage.Builder	lastModifiedBy(CfnModelPackage.UserContextProperty lastModifiedBy) `AWS::SageMaker::ModelPackage.LastModifiedBy`.
CfnModelPackage.Builder	lastModifiedBy(IResolvable lastModifiedBy) `AWS::SageMaker::ModelPackage.LastModifiedBy`.
CfnModelPackage.Builder	lastModifiedTime(String lastModifiedTime) The last time the model package was modified.
CfnModelPackage.Builder	metadataProperties(CfnModelPackage.MetadataPropertiesProperty metadataProperties) `AWS::SageMaker::ModelPackage.MetadataProperties`.
CfnModelPackage.Builder	metadataProperties(IResolvable metadataProperties) `AWS::SageMaker::ModelPackage.MetadataProperties`.
CfnModelPackage.Builder	modelApprovalStatus(String modelApprovalStatus) The approval status of the model.
CfnModelPackage.Builder	modelMetrics(CfnModelPackage.ModelMetricsProperty modelMetrics) Metrics for the model.
CfnModelPackage.Builder	modelMetrics(IResolvable modelMetrics) Metrics for the model.
CfnModelPackage.Builder	modelPackageDescription(String modelPackageDescription) The description of the model package.
CfnModelPackage.Builder	modelPackageGroupName(String modelPackageGroupName) The model group to which the model belongs.
CfnModelPackage.Builder	modelPackageName(String modelPackageName) The name of the model.
CfnModelPackage.Builder	modelPackageStatusDetails(CfnModelPackage.ModelPackageStatusDetailsProperty modelPackageStatusDetails) `AWS::SageMaker::ModelPackage.ModelPackageStatusDetails`.
CfnModelPackage.Builder	modelPackageStatusDetails(IResolvable modelPackageStatusDetails) `AWS::SageMaker::ModelPackage.ModelPackageStatusDetails`.
CfnModelPackage.Builder	modelPackageStatusItem(CfnModelPackage.ModelPackageStatusItemProperty modelPackageStatusItem) `AWS::SageMaker::ModelPackage.ModelPackageStatusItem`.
CfnModelPackage.Builder	modelPackageStatusItem(IResolvable modelPackageStatusItem) `AWS::SageMaker::ModelPackage.ModelPackageStatusItem`.
CfnModelPackage.Builder	modelPackageVersion(Number modelPackageVersion) The version number of a versioned model.
CfnModelPackage.Builder	samplePayloadUrl(String samplePayloadUrl) The Amazon Simple Storage Service path where the sample payload are stored.
CfnModelPackage.Builder	sourceAlgorithmSpecification(CfnModelPackage.SourceAlgorithmSpecificationProperty sourceAlgorithmSpecification) `AWS::SageMaker::ModelPackage.SourceAlgorithmSpecification`.
CfnModelPackage.Builder	sourceAlgorithmSpecification(IResolvable sourceAlgorithmSpecification) `AWS::SageMaker::ModelPackage.SourceAlgorithmSpecification`.
CfnModelPackage.Builder	tags(List<? extends CfnTag> tags) A list of the tags associated with the model package.
CfnModelPackage.Builder	task(String task) The machine learning task your model package accomplishes.
CfnModelPackage.Builder	validationSpecification(CfnModelPackage.ValidationSpecificationProperty validationSpecification) `AWS::SageMaker::ModelPackage.ValidationSpecification`.
CfnModelPackage.Builder	validationSpecification(IResolvable validationSpecification) `AWS::SageMaker::ModelPackage.ValidationSpecification`.

Methods inherited from class java.lang.Object

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

Method Detail

create

@Stability(value=Stable)
public static CfnModelPackage.Builder create(Construct scope,
                                                                      String id)

Parameters:

scope - - scope in which this resource is defined. This parameter is required.

id - - scoped id of the resource. This parameter is required.

Returns:

a new instance of CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty.Builder.

additionalInferenceSpecificationDefinition

@Stability(value=Stable)
public CfnModelPackage.Builder additionalInferenceSpecificationDefinition(CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty additionalInferenceSpecificationDefinition)

`AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationDefinition`.

Parameters:

additionalInferenceSpecificationDefinition - `AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationDefinition`. This parameter is required.

Returns:

this

additionalInferenceSpecificationDefinition

@Stability(value=Stable)
public CfnModelPackage.Builder additionalInferenceSpecificationDefinition(IResolvable additionalInferenceSpecificationDefinition)

`AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationDefinition`.

Parameters:

additionalInferenceSpecificationDefinition - `AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationDefinition`. This parameter is required.

Returns:

this

additionalInferenceSpecifications

@Stability(value=Stable)
public CfnModelPackage.Builder additionalInferenceSpecifications(IResolvable additionalInferenceSpecifications)

An array of additional Inference Specification objects.

Parameters:

additionalInferenceSpecifications - An array of additional Inference Specification objects. This parameter is required.

Returns:

this

additionalInferenceSpecifications

@Stability(value=Stable)
public CfnModelPackage.Builder additionalInferenceSpecifications(List<? extends Object> additionalInferenceSpecifications)

An array of additional Inference Specification objects.

Parameters:

additionalInferenceSpecifications - An array of additional Inference Specification objects. This parameter is required.

Returns:

this

additionalInferenceSpecificationsToAdd

@Stability(value=Stable)
public CfnModelPackage.Builder additionalInferenceSpecificationsToAdd(IResolvable additionalInferenceSpecificationsToAdd)

`AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationsToAdd`.

Parameters:

additionalInferenceSpecificationsToAdd - `AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationsToAdd`. This parameter is required.

Returns:

this

additionalInferenceSpecificationsToAdd

@Stability(value=Stable)
public CfnModelPackage.Builder additionalInferenceSpecificationsToAdd(List<? extends Object> additionalInferenceSpecificationsToAdd)

`AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationsToAdd`.

Parameters:

additionalInferenceSpecificationsToAdd - `AWS::SageMaker::ModelPackage.AdditionalInferenceSpecificationsToAdd`. This parameter is required.

Returns:

this

approvalDescription

@Stability(value=Stable)
public CfnModelPackage.Builder approvalDescription(String approvalDescription)

A description provided when the model approval is set.

Parameters:

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

Returns:

this

certifyForMarketplace

@Stability(value=Stable)
public CfnModelPackage.Builder certifyForMarketplace(Boolean 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 .

Parameters:

certifyForMarketplace - Whether the model package is to be certified to be listed on AWS Marketplace. This parameter is required.

Returns:

this

certifyForMarketplace

@Stability(value=Stable)
public CfnModelPackage.Builder certifyForMarketplace(IResolvable 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 .

Parameters:

certifyForMarketplace - Whether the model package is to be certified to be listed on AWS Marketplace. This parameter is required.

Returns:

this

clientToken

@Stability(value=Stable)
public CfnModelPackage.Builder clientToken(String clientToken)

`AWS::SageMaker::ModelPackage.ClientToken`.

Parameters:

clientToken - `AWS::SageMaker::ModelPackage.ClientToken`. This parameter is required.

Returns:

this

createdBy

@Stability(value=Stable)
public CfnModelPackage.Builder createdBy(CfnModelPackage.UserContextProperty createdBy)

`AWS::SageMaker::ModelPackage.CreatedBy`.

Parameters:

createdBy - `AWS::SageMaker::ModelPackage.CreatedBy`. This parameter is required.

Returns:

this

createdBy

@Stability(value=Stable)
public CfnModelPackage.Builder createdBy(IResolvable createdBy)

`AWS::SageMaker::ModelPackage.CreatedBy`.

Parameters:

createdBy - `AWS::SageMaker::ModelPackage.CreatedBy`. This parameter is required.

Returns:

this

customerMetadataProperties

@Stability(value=Stable)
public CfnModelPackage.Builder customerMetadataProperties(IResolvable customerMetadataProperties)

The metadata properties for the model package.

Parameters:

customerMetadataProperties - The metadata properties for the model package. This parameter is required.

Returns:

this

customerMetadataProperties

@Stability(value=Stable)
public CfnModelPackage.Builder customerMetadataProperties(Map<String,String> customerMetadataProperties)

The metadata properties for the model package.

Parameters:

customerMetadataProperties - The metadata properties for the model package. This parameter is required.

Returns:

this

domain

@Stability(value=Stable)
public CfnModelPackage.Builder domain(String domain)

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

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

Parameters:

domain - The machine learning domain of your model package and its components. This parameter is required.

Returns:

this

driftCheckBaselines

@Stability(value=Stable)
public CfnModelPackage.Builder driftCheckBaselines(CfnModelPackage.DriftCheckBaselinesProperty driftCheckBaselines)

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

Parameters:

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

Returns:

this

driftCheckBaselines

@Stability(value=Stable)
public CfnModelPackage.Builder driftCheckBaselines(IResolvable driftCheckBaselines)

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

Parameters:

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

Returns:

this

environment

@Stability(value=Stable)
public CfnModelPackage.Builder environment(IResolvable 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.

Parameters:

environment - The environment variables to set in the Docker container. This parameter is required.

Returns:

this

environment

@Stability(value=Stable)
public CfnModelPackage.Builder environment(Map<String,String> 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.

Parameters:

environment - The environment variables to set in the Docker container. This parameter is required.

Returns:

this

inferenceSpecification

@Stability(value=Stable)
public CfnModelPackage.Builder inferenceSpecification(CfnModelPackage.InferenceSpecificationProperty inferenceSpecification)

`AWS::SageMaker::ModelPackage.InferenceSpecification`.

Parameters:

inferenceSpecification - `AWS::SageMaker::ModelPackage.InferenceSpecification`. This parameter is required.

Returns:

this

inferenceSpecification

@Stability(value=Stable)
public CfnModelPackage.Builder inferenceSpecification(IResolvable inferenceSpecification)

`AWS::SageMaker::ModelPackage.InferenceSpecification`.

Parameters:

inferenceSpecification - `AWS::SageMaker::ModelPackage.InferenceSpecification`. This parameter is required.

Returns:

this

lastModifiedBy

@Stability(value=Stable)
public CfnModelPackage.Builder lastModifiedBy(CfnModelPackage.UserContextProperty lastModifiedBy)

`AWS::SageMaker::ModelPackage.LastModifiedBy`.

Parameters:

lastModifiedBy - `AWS::SageMaker::ModelPackage.LastModifiedBy`. This parameter is required.

Returns:

this

lastModifiedBy

@Stability(value=Stable)
public CfnModelPackage.Builder lastModifiedBy(IResolvable lastModifiedBy)

`AWS::SageMaker::ModelPackage.LastModifiedBy`.

Parameters:

lastModifiedBy - `AWS::SageMaker::ModelPackage.LastModifiedBy`. This parameter is required.

Returns:

this

lastModifiedTime

@Stability(value=Stable)
public CfnModelPackage.Builder lastModifiedTime(String lastModifiedTime)

The last time the model package was modified.

Parameters:

lastModifiedTime - The last time the model package was modified. This parameter is required.

Returns:

this

metadataProperties

@Stability(value=Stable)
public CfnModelPackage.Builder metadataProperties(CfnModelPackage.MetadataPropertiesProperty metadataProperties)

`AWS::SageMaker::ModelPackage.MetadataProperties`.

Parameters:

metadataProperties - `AWS::SageMaker::ModelPackage.MetadataProperties`. This parameter is required.

Returns:

this

metadataProperties

@Stability(value=Stable)
public CfnModelPackage.Builder metadataProperties(IResolvable metadataProperties)

`AWS::SageMaker::ModelPackage.MetadataProperties`.

Parameters:

metadataProperties - `AWS::SageMaker::ModelPackage.MetadataProperties`. This parameter is required.

Returns:

this

modelApprovalStatus

@Stability(value=Stable)
public CfnModelPackage.Builder modelApprovalStatus(String 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.

Parameters:

modelApprovalStatus - The approval status of the model. This can be one of the following values. This parameter is required.

Returns:

this

modelMetrics

@Stability(value=Stable)
public CfnModelPackage.Builder modelMetrics(CfnModelPackage.ModelMetricsProperty modelMetrics)

Metrics for the model.

Parameters:

modelMetrics - Metrics for the model. This parameter is required.

Returns:

this

modelMetrics

@Stability(value=Stable)
public CfnModelPackage.Builder modelMetrics(IResolvable modelMetrics)

Metrics for the model.

Parameters:

modelMetrics - Metrics for the model. This parameter is required.

Returns:

this

modelPackageDescription

@Stability(value=Stable)
public CfnModelPackage.Builder modelPackageDescription(String modelPackageDescription)

The description of the model package.

Parameters:

modelPackageDescription - The description of the model package. This parameter is required.

Returns:

this

modelPackageGroupName

@Stability(value=Stable)
public CfnModelPackage.Builder modelPackageGroupName(String modelPackageGroupName)

The model group to which the model belongs.

Parameters:

modelPackageGroupName - The model group to which the model belongs. This parameter is required.

Returns:

this

modelPackageName

@Stability(value=Stable)
public CfnModelPackage.Builder modelPackageName(String modelPackageName)

The name of the model.

Parameters:

modelPackageName - The name of the model. This parameter is required.

Returns:

this

modelPackageStatusDetails

@Stability(value=Stable)
public CfnModelPackage.Builder modelPackageStatusDetails(CfnModelPackage.ModelPackageStatusDetailsProperty modelPackageStatusDetails)

`AWS::SageMaker::ModelPackage.ModelPackageStatusDetails`.

Parameters:

modelPackageStatusDetails - `AWS::SageMaker::ModelPackage.ModelPackageStatusDetails`. This parameter is required.

Returns:

this

modelPackageStatusDetails

@Stability(value=Stable)
public CfnModelPackage.Builder modelPackageStatusDetails(IResolvable modelPackageStatusDetails)

`AWS::SageMaker::ModelPackage.ModelPackageStatusDetails`.

Parameters:

modelPackageStatusDetails - `AWS::SageMaker::ModelPackage.ModelPackageStatusDetails`. This parameter is required.

Returns:

this

modelPackageStatusItem

@Stability(value=Stable)
public CfnModelPackage.Builder modelPackageStatusItem(CfnModelPackage.ModelPackageStatusItemProperty modelPackageStatusItem)

`AWS::SageMaker::ModelPackage.ModelPackageStatusItem`.

Parameters:

modelPackageStatusItem - `AWS::SageMaker::ModelPackage.ModelPackageStatusItem`. This parameter is required.

Returns:

this

modelPackageStatusItem

@Stability(value=Stable)
public CfnModelPackage.Builder modelPackageStatusItem(IResolvable modelPackageStatusItem)

`AWS::SageMaker::ModelPackage.ModelPackageStatusItem`.

Parameters:

modelPackageStatusItem - `AWS::SageMaker::ModelPackage.ModelPackageStatusItem`. This parameter is required.

Returns:

this

modelPackageVersion

@Stability(value=Stable)
public CfnModelPackage.Builder modelPackageVersion(Number modelPackageVersion)

The version number of a versioned model.

Parameters:

modelPackageVersion - The version number of a versioned model. This parameter is required.

Returns:

this

samplePayloadUrl

@Stability(value=Stable)
public CfnModelPackage.Builder samplePayloadUrl(String 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).

Parameters:

samplePayloadUrl - The Amazon Simple Storage Service path where the sample payload are stored. This parameter is required.

Returns:

this

sourceAlgorithmSpecification

@Stability(value=Stable)
public CfnModelPackage.Builder sourceAlgorithmSpecification(CfnModelPackage.SourceAlgorithmSpecificationProperty sourceAlgorithmSpecification)

`AWS::SageMaker::ModelPackage.SourceAlgorithmSpecification`.

Parameters:

sourceAlgorithmSpecification - `AWS::SageMaker::ModelPackage.SourceAlgorithmSpecification`. This parameter is required.

Returns:

this

sourceAlgorithmSpecification

@Stability(value=Stable)
public CfnModelPackage.Builder sourceAlgorithmSpecification(IResolvable sourceAlgorithmSpecification)

`AWS::SageMaker::ModelPackage.SourceAlgorithmSpecification`.

Parameters:

sourceAlgorithmSpecification - `AWS::SageMaker::ModelPackage.SourceAlgorithmSpecification`. This parameter is required.

Returns:

this

tags

@Stability(value=Stable)
public CfnModelPackage.Builder tags(List<? extends CfnTag> tags)

A list of the tags associated with the model package.

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

Parameters:

tags - A list of the tags associated with the model package. This parameter is required.

Returns:

this

task

@Stability(value=Stable)
public CfnModelPackage.Builder task(String task)

The machine learning task your model package accomplishes.

Common machine learning tasks include object detection and image classification.

Parameters:

task - The machine learning task your model package accomplishes. This parameter is required.

Returns:

this

validationSpecification

@Stability(value=Stable)
public CfnModelPackage.Builder validationSpecification(CfnModelPackage.ValidationSpecificationProperty validationSpecification)

`AWS::SageMaker::ModelPackage.ValidationSpecification`.

Parameters:

validationSpecification - `AWS::SageMaker::ModelPackage.ValidationSpecification`. This parameter is required.

Returns:

this

validationSpecification

@Stability(value=Stable)
public CfnModelPackage.Builder validationSpecification(IResolvable validationSpecification)

`AWS::SageMaker::ModelPackage.ValidationSpecification`.

Parameters:

validationSpecification - `AWS::SageMaker::ModelPackage.ValidationSpecification`. This parameter is required.

Returns:

this

build

@Stability(value=Stable)
public CfnModelPackage build()

Specified by:

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