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

Class CfnModelMixinProps.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnModelMixinProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelMixinProps>

Enclosing interface:

CfnModelMixinProps

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

A builder for CfnModelMixinProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

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

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

containers

@Stability(Stable)
public CfnModelMixinProps.Builder containers(IResolvable containers)

Sets the value of CfnModelMixinProps.getContainers()

Parameters:

containers - Specifies the containers in the inference pipeline.

Returns:

this

containers

@Stability(Stable)
public CfnModelMixinProps.Builder containers(List<? extends Object> containers)

Sets the value of CfnModelMixinProps.getContainers()

Parameters:

containers - Specifies the containers in the inference pipeline.

Returns:

this

enableNetworkIsolation

@Stability(Stable)
public CfnModelMixinProps.Builder enableNetworkIsolation(Boolean enableNetworkIsolation)

Sets the value of CfnModelMixinProps.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

@Stability(Stable)
public CfnModelMixinProps.Builder enableNetworkIsolation(IResolvable enableNetworkIsolation)

Sets the value of CfnModelMixinProps.getEnableNetworkIsolation()

Parameters:

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

Returns:

this

executionRoleArn

@Stability(Stable)
public CfnModelMixinProps.Builder executionRoleArn(String executionRoleArn)

Sets the value of CfnModelMixinProps.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. 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

inferenceExecutionConfig

@Stability(Stable)
public CfnModelMixinProps.Builder inferenceExecutionConfig(IResolvable inferenceExecutionConfig)

Sets the value of CfnModelMixinProps.getInferenceExecutionConfig()

Parameters:

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

Returns:

this

inferenceExecutionConfig

@Stability(Stable)
public CfnModelMixinProps.Builder inferenceExecutionConfig(CfnModelPropsMixin.InferenceExecutionConfigProperty inferenceExecutionConfig)

Sets the value of CfnModelMixinProps.getInferenceExecutionConfig()

Parameters:

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

Returns:

this

modelName

@Stability(Stable)
public CfnModelMixinProps.Builder modelName(String modelName)

Sets the value of CfnModelMixinProps.getModelName()

Parameters:

modelName - The name of the new model.

Returns:

this

primaryContainer

@Stability(Stable)
public CfnModelMixinProps.Builder primaryContainer(IResolvable primaryContainer)

Sets the value of CfnModelMixinProps.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

@Stability(Stable)
public CfnModelMixinProps.Builder primaryContainer(CfnModelPropsMixin.ContainerDefinitionProperty primaryContainer)

Sets the value of CfnModelMixinProps.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

@Stability(Stable)
public CfnModelMixinProps.Builder tags(List<? extends CfnTag> tags)

Sets the value of CfnModelMixinProps.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

@Stability(Stable)
public CfnModelMixinProps.Builder vpcConfig(IResolvable vpcConfig)

Sets the value of CfnModelMixinProps.getVpcConfig()

Parameters:

vpcConfig - A VpcConfig 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 and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private Cloud .

Returns:

this

vpcConfig

@Stability(Stable)
public CfnModelMixinProps.Builder vpcConfig(CfnModelPropsMixin.VpcConfigProperty vpcConfig)

Sets the value of CfnModelMixinProps.getVpcConfig()

Parameters:

vpcConfig - A VpcConfig 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 and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private Cloud .

Returns:

this

build

@Stability(Stable)
public CfnModelMixinProps build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnModelMixinProps

Throws:

NullPointerException - if any required attribute was not provided