Package software.amazon.awscdk.services.personalize

Class CfnSolutionProps.Builder

java.lang.Object

software.amazon.awscdk.services.personalize.CfnSolutionProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnSolutionProps>

Enclosing interface:

CfnSolutionProps

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

A builder for CfnSolutionProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnSolutionProps	build()	Builds the configured instance.
CfnSolutionProps.Builder	datasetGroupArn(String datasetGroupArn)	Sets the value of CfnSolutionProps.getDatasetGroupArn()
CfnSolutionProps.Builder	eventType(String eventType)	Sets the value of CfnSolutionProps.getEventType()
CfnSolutionProps.Builder	name(String name)	Sets the value of CfnSolutionProps.getName()
CfnSolutionProps.Builder	performAutoMl(Boolean performAutoMl)	Sets the value of CfnSolutionProps.getPerformAutoMl()
CfnSolutionProps.Builder	performAutoMl(IResolvable performAutoMl)	Sets the value of CfnSolutionProps.getPerformAutoMl()
CfnSolutionProps.Builder	performHpo(Boolean performHpo)	Sets the value of CfnSolutionProps.getPerformHpo()
CfnSolutionProps.Builder	performHpo(IResolvable performHpo)	Sets the value of CfnSolutionProps.getPerformHpo()
CfnSolutionProps.Builder	recipeArn(String recipeArn)	Sets the value of CfnSolutionProps.getRecipeArn()
CfnSolutionProps.Builder	solutionConfig(IResolvable solutionConfig)	Sets the value of CfnSolutionProps.getSolutionConfig()
CfnSolutionProps.Builder	solutionConfig(CfnSolution.SolutionConfigProperty solutionConfig)	Sets the value of CfnSolutionProps.getSolutionConfig()

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

datasetGroupArn

@Stability(Stable)
public CfnSolutionProps.Builder datasetGroupArn(String datasetGroupArn)

Sets the value of CfnSolutionProps.getDatasetGroupArn()

Parameters:

datasetGroupArn - The Amazon Resource Name (ARN) of the dataset group that provides the training data. This parameter is required.

Returns:

this

name

@Stability(Stable)
public CfnSolutionProps.Builder name(String name)

Sets the value of CfnSolutionProps.getName()

Parameters:

name - The name of the solution. This parameter is required.

Returns:

this

eventType

@Stability(Stable)
public CfnSolutionProps.Builder eventType(String eventType)

Sets the value of CfnSolutionProps.getEventType()

Parameters:

eventType - The event type (for example, 'click' or 'like') that is used for training the model. If no eventType is provided, Amazon Personalize uses all interactions for training with equal weight regardless of type.

Returns:

this

performAutoMl

@Stability(Stable)
public CfnSolutionProps.Builder performAutoMl(Boolean performAutoMl)

Sets the value of CfnSolutionProps.getPerformAutoMl()

Parameters:

performAutoMl -

We don't recommend enabling automated machine learning.

Instead, match your use case to the available Amazon Personalize recipes. For more information, see Determining your use case.

When true, Amazon Personalize performs a search for the best USER_PERSONALIZATION recipe from the list specified in the solution configuration ( recipeArn must not be specified). When false (the default), Amazon Personalize uses recipeArn for training.

Returns:

this

performAutoMl

@Stability(Stable)
public CfnSolutionProps.Builder performAutoMl(IResolvable performAutoMl)

Sets the value of CfnSolutionProps.getPerformAutoMl()

Parameters:

performAutoMl -

We don't recommend enabling automated machine learning.

Instead, match your use case to the available Amazon Personalize recipes. For more information, see Determining your use case.

When true, Amazon Personalize performs a search for the best USER_PERSONALIZATION recipe from the list specified in the solution configuration ( recipeArn must not be specified). When false (the default), Amazon Personalize uses recipeArn for training.

Returns:

this

performHpo

@Stability(Stable)
public CfnSolutionProps.Builder performHpo(Boolean performHpo)

Sets the value of CfnSolutionProps.getPerformHpo()

Parameters:

performHpo - Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false .

Returns:

this

performHpo

@Stability(Stable)
public CfnSolutionProps.Builder performHpo(IResolvable performHpo)

Sets the value of CfnSolutionProps.getPerformHpo()

Parameters:

performHpo - Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false .

Returns:

this

recipeArn

@Stability(Stable)
public CfnSolutionProps.Builder recipeArn(String recipeArn)

Sets the value of CfnSolutionProps.getRecipeArn()

Parameters:

recipeArn - The ARN of the recipe used to create the solution. This is required when performAutoML is false.

Returns:

this

solutionConfig

@Stability(Stable)
public CfnSolutionProps.Builder solutionConfig(IResolvable solutionConfig)

Sets the value of CfnSolutionProps.getSolutionConfig()

Parameters:

solutionConfig - Describes the configuration properties for the solution.

Returns:

this

solutionConfig

@Stability(Stable)
public CfnSolutionProps.Builder solutionConfig(CfnSolution.SolutionConfigProperty solutionConfig)

Sets the value of CfnSolutionProps.getSolutionConfig()

Parameters:

solutionConfig - Describes the configuration properties for the solution.

Returns:

this

build

@Stability(Stable)
public CfnSolutionProps build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnSolutionProps

Throws:

NullPointerException - if any required attribute was not provided