Package software.amazon.awscdk.cfnpropertymixins.services.sagemaker

Class CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty>

Enclosing interface:

CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty

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

A builder for CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty	build()	Builds the configured instance.
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	containerHostname(String containerHostname)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getContainerHostname()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	environment(Map<String,String> environment)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getEnvironment()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	environment(IResolvable environment)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getEnvironment()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	framework(String framework)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getFramework()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	frameworkVersion(String frameworkVersion)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getFrameworkVersion()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	image(String image)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getImage()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	imageDigest(String imageDigest)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getImageDigest()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	modelDataSource(CfnModelPackagePropsMixin.ModelDataSourceProperty modelDataSource)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getModelDataSource()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	modelDataSource(IResolvable modelDataSource)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getModelDataSource()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	modelDataUrl(String modelDataUrl)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getModelDataUrl()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	modelInput(Object modelInput)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getModelInput()
CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder	nearestModelName(String nearestModelName)	Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getNearestModelName()

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

containerHostname

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder containerHostname(String containerHostname)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getContainerHostname()

Parameters:

containerHostname - The DNS host name for the Docker container.

Returns:

this

environment

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder environment(Map<String,String> environment)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.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

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder environment(IResolvable environment)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.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

framework

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder framework(String framework)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getFramework()

Parameters:

framework - The machine learning framework of the model package container image.

Returns:

this

frameworkVersion

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder frameworkVersion(String frameworkVersion)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getFrameworkVersion()

Parameters:

frameworkVersion - The framework version of the Model Package Container Image.

Returns:

this

image

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder image(String image)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getImage()

Parameters:

image - The Amazon Elastic Container Registry (Amazon ECR) path where inference code is stored. If you are using your own custom algorithm instead of an algorithm provided by SageMaker, the inference code must meet SageMaker requirements. SageMaker supports both registry/repository[:tag] and registry/repository[@digest] image path formats. For more information, see Using Your Own Algorithms with Amazon SageMaker .

Returns:

this

imageDigest

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder imageDigest(String imageDigest)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getImageDigest()

Parameters:

imageDigest - An MD5 hash of the training algorithm that identifies the Docker image used for training.

Returns:

this

modelDataSource

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder modelDataSource(IResolvable modelDataSource)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getModelDataSource()

Parameters:

modelDataSource - Specifies the location of ML model data to deploy during endpoint creation.

Returns:

this

modelDataSource

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder modelDataSource(CfnModelPackagePropsMixin.ModelDataSourceProperty modelDataSource)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getModelDataSource()

Parameters:

modelDataSource - Specifies the location of ML model data to deploy during endpoint creation.

Returns:

this

modelDataUrl

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder modelDataUrl(String modelDataUrl)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getModelDataUrl()

Parameters:

modelDataUrl - The Amazon S3 path where the model artifacts, which result from model training, are stored. This path must point to a single gzip compressed tar archive ( .tar.gz suffix).

The model artifacts must be in an S3 bucket that is in the same region as the model package.

Returns:

this

modelInput

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder modelInput(Object modelInput)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getModelInput()

Parameters:

modelInput - A structure with Model Input details.

Returns:

this

nearestModelName

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.Builder nearestModelName(String nearestModelName)

Sets the value of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty.getNearestModelName()

Parameters:

nearestModelName - The name of a pre-trained machine learning benchmarked by Amazon SageMaker Inference Recommender model that matches your model. You can find a list of benchmarked models by calling ListModelMetadata .

Returns:

this

build

@Stability(Stable)
public CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnModelPackagePropsMixin.ModelPackageContainerDefinitionProperty

Throws:

NullPointerException - if any required attribute was not provided