software.amazon.awscdk.services.sagemaker

Class CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder

java.lang.Object

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

Enclosing interface:

CfnModelPackage.ModelPackageContainerDefinitionProperty

public static final class CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder
extends java.lang.Object

A builder for CfnModelPackage.ModelPackageContainerDefinitionProperty

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

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

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

image

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder image(java.lang.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

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder containerHostname(java.lang.String containerHostname)

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getContainerHostname()

Parameters:

containerHostname - The DNS host name for the Docker container.

Returns:

this

environment

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

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder environment(java.util.Map<java.lang.String,java.lang.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

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder framework(java.lang.String framework)

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getFramework()

Parameters:

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

Returns:

this

frameworkVersion

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder frameworkVersion(java.lang.String frameworkVersion)

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getFrameworkVersion()

Parameters:

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

Returns:

this

imageDigest

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder imageDigest(java.lang.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

modelDataUrl

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder modelDataUrl(java.lang.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

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder modelInput(java.lang.Object modelInput)

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getModelInput()

Parameters:

modelInput - A structure with Model Input details.

Returns:

this

nearestModelName

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder nearestModelName(java.lang.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

productId

public CfnModelPackage.ModelPackageContainerDefinitionProperty.Builder productId(java.lang.String productId)

Sets the value of CfnModelPackage.ModelPackageContainerDefinitionProperty.getProductId()

Parameters:

productId - The AWS Marketplace product ID of the model package.

Returns:

this

build

public CfnModelPackage.ModelPackageContainerDefinitionProperty build()

Builds the configured instance.

Returns:

a new instance of CfnModelPackage.ModelPackageContainerDefinitionProperty

Throws:

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