Package software.amazon.awscdk.services.sagemaker

Class CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder

java.lang.Object

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

All Implemented Interfaces:

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

Enclosing interface:

CfnModelPackage.ModelPackageContainerDefinitionProperty

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

A builder for CfnModelPackage.ModelPackageContainerDefinitionProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

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

image

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

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getImage()

Parameters:

image - The Amazon EC2 Container Registry (Amazon ECR) path where inference code is stored. This parameter is required. 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

containerHostname

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

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getContainerHostname()

Parameters:

containerHostname - The DNS host name for the Docker container.

Returns:

this

environment

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

Sets the value of CfnModelPackage.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 CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder environment(Map<String,String> environment)

Sets the value of CfnModelPackage.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 CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder framework(String framework)

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getFramework()

Parameters:

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

Returns:

this

frameworkVersion

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

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getFrameworkVersion()

Parameters:

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

Returns:

this

imageDigest

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

Sets the value of CfnModelPackage.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 CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder modelDataSource(IResolvable modelDataSource)

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getModelDataSource()

Parameters:

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

Returns:

this

modelDataSource

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

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getModelDataSource()

Parameters:

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

Returns:

this

modelDataUrl

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

Sets the value of CfnModelPackage.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 CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder modelInput(Object modelInput)

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getModelInput()

Parameters:

modelInput - A structure with Model Input details.

Returns:

this

nearestModelName

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

Sets the value of CfnModelPackage.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 CfnModelPackage.ModelPackageContainerDefinitionProperty build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnModelPackage.ModelPackageContainerDefinitionProperty

Throws:

NullPointerException - if any required attribute was not provided