Package software.amazon.awscdk.services.sagemaker

Class CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnInferenceComponent.InferenceComponentSpecificationProperty>

Enclosing interface:

CfnInferenceComponent.InferenceComponentSpecificationProperty

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

A builder for CfnInferenceComponent.InferenceComponentSpecificationProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder	baseInferenceComponentName(String baseInferenceComponentName)	Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getBaseInferenceComponentName()
CfnInferenceComponent.InferenceComponentSpecificationProperty	build()	Builds the configured instance.
CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder	computeResourceRequirements(IResolvable computeResourceRequirements)	Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getComputeResourceRequirements()
CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder	computeResourceRequirements(CfnInferenceComponent.InferenceComponentComputeResourceRequirementsProperty computeResourceRequirements)	Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getComputeResourceRequirements()
CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder	container(IResolvable container)	Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getContainer()
CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder	container(CfnInferenceComponent.InferenceComponentContainerSpecificationProperty container)	Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getContainer()
CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder	modelName(String modelName)	Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getModelName()
CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder	startupParameters(IResolvable startupParameters)	Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getStartupParameters()
CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder	startupParameters(CfnInferenceComponent.InferenceComponentStartupParametersProperty startupParameters)	Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getStartupParameters()

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

baseInferenceComponentName

@Stability(Stable)
public CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder baseInferenceComponentName(String baseInferenceComponentName)

Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getBaseInferenceComponentName()

Parameters:

baseInferenceComponentName - The name of an existing inference component that is to contain the inference component that you're creating with your request. Specify this parameter only if your request is meant to create an adapter inference component. An adapter inference component contains the path to an adapter model. The purpose of the adapter model is to tailor the inference output of a base foundation model, which is hosted by the base inference component. The adapter inference component uses the compute resources that you assigned to the base inference component.

When you create an adapter inference component, use the Container parameter to specify the location of the adapter artifacts. In the parameter value, use the ArtifactUrl parameter of the InferenceComponentContainerSpecification data type.

Before you can create an adapter inference component, you must have an existing inference component that contains the foundation model that you want to adapt.

Returns:

this

computeResourceRequirements

@Stability(Stable)
public CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder computeResourceRequirements(IResolvable computeResourceRequirements)

Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getComputeResourceRequirements()

Parameters:

computeResourceRequirements - The compute resources allocated to run the model, plus any adapter models, that you assign to the inference component. Omit this parameter if your request is meant to create an adapter inference component. An adapter inference component is loaded by a base inference component, and it uses the compute resources of the base inference component.

Returns:

this

computeResourceRequirements

@Stability(Stable)
public CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder computeResourceRequirements(CfnInferenceComponent.InferenceComponentComputeResourceRequirementsProperty computeResourceRequirements)

Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getComputeResourceRequirements()

Parameters:

computeResourceRequirements - The compute resources allocated to run the model, plus any adapter models, that you assign to the inference component. Omit this parameter if your request is meant to create an adapter inference component. An adapter inference component is loaded by a base inference component, and it uses the compute resources of the base inference component.

Returns:

this

container

@Stability(Stable)
public CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder container(IResolvable container)

Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getContainer()

Parameters:

container - Defines a container that provides the runtime environment for a model that you deploy with an inference component.

Returns:

this

container

@Stability(Stable)
public CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder container(CfnInferenceComponent.InferenceComponentContainerSpecificationProperty container)

Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getContainer()

Parameters:

container - Defines a container that provides the runtime environment for a model that you deploy with an inference component.

Returns:

this

modelName

@Stability(Stable)
public CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder modelName(String modelName)

Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getModelName()

Parameters:

modelName - The name of an existing SageMaker AI model object in your account that you want to deploy with the inference component.

Returns:

this

startupParameters

@Stability(Stable)
public CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder startupParameters(IResolvable startupParameters)

Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getStartupParameters()

Parameters:

startupParameters - Settings that take effect while the model container starts up.

Returns:

this

startupParameters

@Stability(Stable)
public CfnInferenceComponent.InferenceComponentSpecificationProperty.Builder startupParameters(CfnInferenceComponent.InferenceComponentStartupParametersProperty startupParameters)

Sets the value of CfnInferenceComponent.InferenceComponentSpecificationProperty.getStartupParameters()

Parameters:

startupParameters - Settings that take effect while the model container starts up.

Returns:

this

build

@Stability(Stable)
public CfnInferenceComponent.InferenceComponentSpecificationProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnInferenceComponent.InferenceComponentSpecificationProperty>

Returns:

a new instance of CfnInferenceComponent.InferenceComponentSpecificationProperty

Throws:

NullPointerException - if any required attribute was not provided