software.amazon.awscdk.services.sagemaker

Class CfnModelProps.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelProps.Builder

Enclosing interface:

CfnModelProps

public static final class CfnModelProps.Builder
extends java.lang.Object

A builder for CfnModelProps

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
CfnModelProps	build() Builds the configured instance.
CfnModelProps.Builder	containers(IResolvable containers) Sets the value of CfnModelProps.getContainers()
CfnModelProps.Builder	containers(java.util.List<? extends java.lang.Object> containers) Sets the value of CfnModelProps.getContainers()
CfnModelProps.Builder	enableNetworkIsolation(java.lang.Boolean enableNetworkIsolation) Sets the value of CfnModelProps.getEnableNetworkIsolation()
CfnModelProps.Builder	enableNetworkIsolation(IResolvable enableNetworkIsolation) Sets the value of CfnModelProps.getEnableNetworkIsolation()
CfnModelProps.Builder	executionRoleArn(java.lang.String executionRoleArn) Sets the value of CfnModelProps.getExecutionRoleArn()
CfnModelProps.Builder	inferenceExecutionConfig(CfnModel.InferenceExecutionConfigProperty inferenceExecutionConfig) Sets the value of CfnModelProps.getInferenceExecutionConfig()
CfnModelProps.Builder	inferenceExecutionConfig(IResolvable inferenceExecutionConfig) Sets the value of CfnModelProps.getInferenceExecutionConfig()
CfnModelProps.Builder	modelName(java.lang.String modelName) Sets the value of CfnModelProps.getModelName()
CfnModelProps.Builder	primaryContainer(CfnModel.ContainerDefinitionProperty primaryContainer) Sets the value of CfnModelProps.getPrimaryContainer()
CfnModelProps.Builder	primaryContainer(IResolvable primaryContainer) Sets the value of CfnModelProps.getPrimaryContainer()
CfnModelProps.Builder	tags(java.util.List<? extends CfnTag> tags) Sets the value of CfnModelProps.getTags()
CfnModelProps.Builder	vpcConfig(CfnModel.VpcConfigProperty vpcConfig) Sets the value of CfnModelProps.getVpcConfig()
CfnModelProps.Builder	vpcConfig(IResolvable vpcConfig) Sets the value of CfnModelProps.getVpcConfig()

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

executionRoleArn

public CfnModelProps.Builder executionRoleArn(java.lang.String executionRoleArn)

Sets the value of CfnModelProps.getExecutionRoleArn()

Parameters:

executionRoleArn - The Amazon Resource Name (ARN) of the IAM role that SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances or for batch transform jobs. This parameter is required. Deploying on ML compute instances is part of model hosting. For more information, see SageMaker Roles .

To be able to pass this role to SageMaker, the caller of this API must have the iam:PassRole permission.

Returns:

this

containers

public CfnModelProps.Builder containers(IResolvable containers)

Sets the value of CfnModelProps.getContainers()

Parameters:

containers - Specifies the containers in the inference pipeline.

Returns:

this

containers

public CfnModelProps.Builder containers(java.util.List<? extends java.lang.Object> containers)

Sets the value of CfnModelProps.getContainers()

Parameters:

containers - Specifies the containers in the inference pipeline.

Returns:

this

enableNetworkIsolation

public CfnModelProps.Builder enableNetworkIsolation(java.lang.Boolean enableNetworkIsolation)

Sets the value of CfnModelProps.getEnableNetworkIsolation()

Parameters:

enableNetworkIsolation - Isolates the model container. No inbound or outbound network calls can be made to or from the model container.

Returns:

this

enableNetworkIsolation

public CfnModelProps.Builder enableNetworkIsolation(IResolvable enableNetworkIsolation)

Sets the value of CfnModelProps.getEnableNetworkIsolation()

Parameters:

enableNetworkIsolation - Isolates the model container. No inbound or outbound network calls can be made to or from the model container.

Returns:

this

inferenceExecutionConfig

public CfnModelProps.Builder inferenceExecutionConfig(IResolvable inferenceExecutionConfig)

Sets the value of CfnModelProps.getInferenceExecutionConfig()

Parameters:

inferenceExecutionConfig - Specifies details of how containers in a multi-container endpoint are called.

Returns:

this

inferenceExecutionConfig

public CfnModelProps.Builder inferenceExecutionConfig(CfnModel.InferenceExecutionConfigProperty inferenceExecutionConfig)

Sets the value of CfnModelProps.getInferenceExecutionConfig()

Parameters:

inferenceExecutionConfig - Specifies details of how containers in a multi-container endpoint are called.

Returns:

this

modelName

public CfnModelProps.Builder modelName(java.lang.String modelName)

Sets the value of CfnModelProps.getModelName()

Parameters:

modelName - The name of the new model.

Returns:

this

primaryContainer

public CfnModelProps.Builder primaryContainer(IResolvable primaryContainer)

Sets the value of CfnModelProps.getPrimaryContainer()

Parameters:

primaryContainer - The location of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions.

Returns:

this

primaryContainer

public CfnModelProps.Builder primaryContainer(CfnModel.ContainerDefinitionProperty primaryContainer)

Sets the value of CfnModelProps.getPrimaryContainer()

Parameters:

primaryContainer - The location of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions.

Returns:

this

tags

public CfnModelProps.Builder tags(java.util.List<? extends CfnTag> tags)

Sets the value of CfnModelProps.getTags()

Parameters:

tags - A list of key-value pairs to apply to this resource. For more information, see Resource Tag and Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide .

Returns:

this

vpcConfig

public CfnModelProps.Builder vpcConfig(IResolvable vpcConfig)

Sets the value of CfnModelProps.getVpcConfig()

Parameters:

vpcConfig - A [VpcConfig](https://docs.aws.amazon.com/sagemaker/latest/dg/API_VpcConfig.html) object that specifies the VPC that you want your model to connect to. Control access to and from your model container by configuring the VPC. `VpcConfig` is used in hosting services and in batch transform. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html) .

Returns:

this

vpcConfig

public CfnModelProps.Builder vpcConfig(CfnModel.VpcConfigProperty vpcConfig)

Sets the value of CfnModelProps.getVpcConfig()

Parameters:

vpcConfig - A [VpcConfig](https://docs.aws.amazon.com/sagemaker/latest/dg/API_VpcConfig.html) object that specifies the VPC that you want your model to connect to. Control access to and from your model container by configuring the VPC. `VpcConfig` is used in hosting services and in batch transform. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html) .

Returns:

this

build

public CfnModelProps build()

Builds the configured instance.

Returns:

a new instance of CfnModelProps

Throws:

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