Package software.amazon.awscdk.mixins.preview.services.sagemaker.mixins

Class CfnModelPackagePropsMixin.Builder

java.lang.Object

software.amazon.awscdk.mixins.preview.services.sagemaker.mixins.CfnModelPackagePropsMixin.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelPackagePropsMixin>

Enclosing class:

CfnModelPackagePropsMixin

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

A fluent builder for CfnModelPackagePropsMixin.

Method Summary

Modifier and Type	Method	Description
CfnModelPackagePropsMixin.Builder	additionalInferenceSpecifications(List<? extends Object> additionalInferenceSpecifications)	An array of additional Inference Specification objects.
CfnModelPackagePropsMixin.Builder	additionalInferenceSpecifications(IResolvable additionalInferenceSpecifications)	An array of additional Inference Specification objects.
CfnModelPackagePropsMixin.Builder	additionalInferenceSpecificationsToAdd(List<? extends Object> additionalInferenceSpecificationsToAdd)	An array of additional Inference Specification objects to be added to the existing array.
CfnModelPackagePropsMixin.Builder	additionalInferenceSpecificationsToAdd(IResolvable additionalInferenceSpecificationsToAdd)	An array of additional Inference Specification objects to be added to the existing array.
CfnModelPackagePropsMixin.Builder	approvalDescription(String approvalDescription)	A description provided when the model approval is set.
CfnModelPackagePropsMixin	build()
CfnModelPackagePropsMixin.Builder	certifyForMarketplace(Boolean certifyForMarketplace)	Whether the model package is to be certified to be listed on AWS Marketplace.
CfnModelPackagePropsMixin.Builder	certifyForMarketplace(IResolvable certifyForMarketplace)	Whether the model package is to be certified to be listed on AWS Marketplace.
CfnModelPackagePropsMixin.Builder	clientToken(String clientToken)	A unique token that guarantees that the call to this API is idempotent.
static CfnModelPackagePropsMixin.Builder	create()
static CfnModelPackagePropsMixin.Builder	create(CfnPropertyMixinOptions options)
CfnModelPackagePropsMixin.Builder	customerMetadataProperties(Map<String,String> customerMetadataProperties)	The metadata properties for the model package.
CfnModelPackagePropsMixin.Builder	customerMetadataProperties(IResolvable customerMetadataProperties)	The metadata properties for the model package.
CfnModelPackagePropsMixin.Builder	domain(String domain)	The machine learning domain of your model package and its components.
CfnModelPackagePropsMixin.Builder	driftCheckBaselines(IResolvable driftCheckBaselines)	Represents the drift check baselines that can be used when the model monitor is set using the model package.
CfnModelPackagePropsMixin.Builder	driftCheckBaselines(CfnModelPackagePropsMixin.DriftCheckBaselinesProperty driftCheckBaselines)	Represents the drift check baselines that can be used when the model monitor is set using the model package.
CfnModelPackagePropsMixin.Builder	inferenceSpecification(IResolvable inferenceSpecification)	Defines how to perform inference generation after a training job is run.
CfnModelPackagePropsMixin.Builder	inferenceSpecification(CfnModelPackagePropsMixin.InferenceSpecificationProperty inferenceSpecification)	Defines how to perform inference generation after a training job is run.
CfnModelPackagePropsMixin.Builder	lastModifiedTime(String lastModifiedTime)	The last time the model package was modified.
CfnModelPackagePropsMixin.Builder	metadataProperties(IResolvable metadataProperties)	Metadata properties of the tracking entity, trial, or trial component.
CfnModelPackagePropsMixin.Builder	metadataProperties(CfnModelPackagePropsMixin.MetadataPropertiesProperty metadataProperties)	Metadata properties of the tracking entity, trial, or trial component.
CfnModelPackagePropsMixin.Builder	modelApprovalStatus(String modelApprovalStatus)	The approval status of the model.
CfnModelPackagePropsMixin.Builder	modelCard(IResolvable modelCard)	An Amazon SageMaker Model Card.
CfnModelPackagePropsMixin.Builder	modelCard(CfnModelPackagePropsMixin.ModelCardProperty modelCard)	An Amazon SageMaker Model Card.
CfnModelPackagePropsMixin.Builder	modelMetrics(IResolvable modelMetrics)	Metrics for the model.
CfnModelPackagePropsMixin.Builder	modelMetrics(CfnModelPackagePropsMixin.ModelMetricsProperty modelMetrics)	Metrics for the model.
CfnModelPackagePropsMixin.Builder	modelPackageDescription(String modelPackageDescription)	The description of the model package.
CfnModelPackagePropsMixin.Builder	modelPackageGroupName(String modelPackageGroupName)	The model group to which the model belongs.
CfnModelPackagePropsMixin.Builder	modelPackageName(String modelPackageName)	The name of the model package.
CfnModelPackagePropsMixin.Builder	modelPackageStatusDetails(IResolvable modelPackageStatusDetails)	Specifies the validation and image scan statuses of the model package.
CfnModelPackagePropsMixin.Builder	modelPackageStatusDetails(CfnModelPackagePropsMixin.ModelPackageStatusDetailsProperty modelPackageStatusDetails)	Specifies the validation and image scan statuses of the model package.
CfnModelPackagePropsMixin.Builder	modelPackageVersion(Number modelPackageVersion)	The version number of a versioned model.
CfnModelPackagePropsMixin.Builder	samplePayloadUrl(String samplePayloadUrl)	The Amazon Simple Storage Service path where the sample payload are stored.
CfnModelPackagePropsMixin.Builder	securityConfig(IResolvable securityConfig)	An optional AWS Key Management Service key to encrypt, decrypt, and re-encrypt model package information for regulated workloads with highly sensitive data.
CfnModelPackagePropsMixin.Builder	securityConfig(CfnModelPackagePropsMixin.SecurityConfigProperty securityConfig)	An optional AWS Key Management Service key to encrypt, decrypt, and re-encrypt model package information for regulated workloads with highly sensitive data.
CfnModelPackagePropsMixin.Builder	skipModelValidation(String skipModelValidation)	Indicates if you want to skip model validation.
CfnModelPackagePropsMixin.Builder	sourceAlgorithmSpecification(IResolvable sourceAlgorithmSpecification)	A list of algorithms that were used to create a model package.
CfnModelPackagePropsMixin.Builder	sourceAlgorithmSpecification(CfnModelPackagePropsMixin.SourceAlgorithmSpecificationProperty sourceAlgorithmSpecification)	A list of algorithms that were used to create a model package.
CfnModelPackagePropsMixin.Builder	sourceUri(String sourceUri)	The URI of the source for the model package.
CfnModelPackagePropsMixin.Builder	tags(List<? extends CfnTag> tags)	A list of the tags associated with the model package.
CfnModelPackagePropsMixin.Builder	task(String task)	The machine learning task your model package accomplishes.
CfnModelPackagePropsMixin.Builder	validationSpecification(IResolvable validationSpecification)	Specifies batch transform jobs that SageMaker runs to validate your model package.
CfnModelPackagePropsMixin.Builder	validationSpecification(CfnModelPackagePropsMixin.ValidationSpecificationProperty validationSpecification)	Specifies batch transform jobs that SageMaker runs to validate your model package.

Methods inherited from class java.lang.Object

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

Method Details

create

@Stability(Stable)
public static CfnModelPackagePropsMixin.Builder create(CfnPropertyMixinOptions options)

Parameters:

options - Mixin options.

Returns:

a new instance of CfnModelPackagePropsMixin.Builder.

create

@Stability(Stable)
public static CfnModelPackagePropsMixin.Builder create()

Returns:

a new instance of CfnModelPackagePropsMixin.Builder.

additionalInferenceSpecifications

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

additionalInferenceSpecifications

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

additionalInferenceSpecificationsToAdd

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

Parameters:

additionalInferenceSpecificationsToAdd - An array of additional Inference Specification objects to be added to the existing array. This parameter is required.

Returns:

this

See Also:

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

additionalInferenceSpecificationsToAdd

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

Parameters:

additionalInferenceSpecificationsToAdd - An array of additional Inference Specification objects to be added to the existing array. This parameter is required.

Returns:

this

See Also:

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

approvalDescription

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

certifyForMarketplace

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

certifyForMarketplace

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

clientToken

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

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

Parameters:

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

Returns:

this

See Also:

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

customerMetadataProperties

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

customerMetadataProperties

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

domain

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

driftCheckBaselines

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

driftCheckBaselines

@Stability(Stable)
public CfnModelPackagePropsMixin.Builder driftCheckBaselines(CfnModelPackagePropsMixin.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

See Also:

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

inferenceSpecification

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

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

Parameters:

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

Returns:

this

See Also:

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

inferenceSpecification

@Stability(Stable)
public CfnModelPackagePropsMixin.Builder inferenceSpecification(CfnModelPackagePropsMixin.InferenceSpecificationProperty inferenceSpecification)

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

Parameters:

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

Returns:

this

See Also:

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

lastModifiedTime

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

metadataProperties

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

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

Parameters:

metadataProperties - Metadata properties of the tracking entity, trial, or trial component. This parameter is required.

Returns:

this

See Also:

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

metadataProperties

@Stability(Stable)
public CfnModelPackagePropsMixin.Builder metadataProperties(CfnModelPackagePropsMixin.MetadataPropertiesProperty metadataProperties)

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

Parameters:

metadataProperties - Metadata properties of the tracking entity, trial, or trial component. This parameter is required.

Returns:

this

See Also:

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

modelApprovalStatus

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

modelCard

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

An Amazon SageMaker Model Card.

Parameters:

modelCard - An Amazon SageMaker Model Card. This parameter is required.

Returns:

this

See Also:

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

modelCard

@Stability(Stable)
public CfnModelPackagePropsMixin.Builder modelCard(CfnModelPackagePropsMixin.ModelCardProperty modelCard)

An Amazon SageMaker Model Card.

Parameters:

modelCard - An Amazon SageMaker Model Card. This parameter is required.

Returns:

this

See Also:

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

modelMetrics

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

Metrics for the model.

Parameters:

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

Returns:

this

See Also:

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

modelMetrics

@Stability(Stable)
public CfnModelPackagePropsMixin.Builder modelMetrics(CfnModelPackagePropsMixin.ModelMetricsProperty modelMetrics)

Metrics for the model.

Parameters:

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

Returns:

this

See Also:

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

modelPackageDescription

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

The description of the model package.

Parameters:

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

Returns:

this

See Also:

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

modelPackageGroupName

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

modelPackageName

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

The name of the model package. The name can be as follows:.

• For a versioned model, the name is automatically generated by SageMaker Model Registry and follows the format ' ModelPackageGroupName/ModelPackageVersion '.
• For an unversioned model, you must provide the name.

Parameters:

modelPackageName - The name of the model package. The name can be as follows:. This parameter is required.

Returns:

this

See Also:

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

modelPackageStatusDetails

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

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

Parameters:

modelPackageStatusDetails - Specifies the validation and image scan statuses of the model package. This parameter is required.

Returns:

this

See Also:

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

modelPackageStatusDetails

@Stability(Stable)
public CfnModelPackagePropsMixin.Builder modelPackageStatusDetails(CfnModelPackagePropsMixin.ModelPackageStatusDetailsProperty modelPackageStatusDetails)

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

Parameters:

modelPackageStatusDetails - Specifies the validation and image scan statuses of the model package. This parameter is required.

Returns:

this

See Also:

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

modelPackageVersion

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

samplePayloadUrl

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

securityConfig

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

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

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. This parameter is required.

Returns:

this

See Also:

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

securityConfig

@Stability(Stable)
public CfnModelPackagePropsMixin.Builder securityConfig(CfnModelPackagePropsMixin.SecurityConfigProperty securityConfig)

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

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. This parameter is required.

Returns:

this

See Also:

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

skipModelValidation

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

Indicates if you want to skip model validation.

Parameters:

skipModelValidation - Indicates if you want to skip model validation. This parameter is required.

Returns:

this

See Also:

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

sourceAlgorithmSpecification

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

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

Parameters:

sourceAlgorithmSpecification - A list of algorithms that were used to create a model package. This parameter is required.

Returns:

this

See Also:

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

sourceAlgorithmSpecification

@Stability(Stable)
public CfnModelPackagePropsMixin.Builder sourceAlgorithmSpecification(CfnModelPackagePropsMixin.SourceAlgorithmSpecificationProperty sourceAlgorithmSpecification)

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

Parameters:

sourceAlgorithmSpecification - A list of algorithms that were used to create a model package. This parameter is required.

Returns:

this

See Also:

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

sourceUri

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

The URI of the source for the model package.

Parameters:

sourceUri - The URI of the source for the model package. This parameter is required.

Returns:

this

See Also:

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

tags

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

task

@Stability(Stable)
public CfnModelPackagePropsMixin.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

See Also:

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

validationSpecification

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

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

Parameters:

validationSpecification - Specifies batch transform jobs that SageMaker runs to validate your model package. This parameter is required.

Returns:

this

See Also:

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

validationSpecification

@Stability(Stable)
public CfnModelPackagePropsMixin.Builder validationSpecification(CfnModelPackagePropsMixin.ValidationSpecificationProperty validationSpecification)

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

Parameters:

validationSpecification - Specifies batch transform jobs that SageMaker runs to validate your model package. This parameter is required.

Returns:

this

See Also:

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

build

@Stability(Stable)
public CfnModelPackagePropsMixin build()

Specified by:

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

Returns:

a newly built instance of CfnModelPackagePropsMixin.