Package software.amazon.awscdk.cfnpropertymixins.services.personalize

Class CfnSolutionMixinProps.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.personalize.CfnSolutionMixinProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnSolutionMixinProps>

Enclosing interface:

CfnSolutionMixinProps

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

A builder for CfnSolutionMixinProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

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

Sets the value of CfnSolutionMixinProps.getDatasetGroupArn()

Parameters:

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

Returns:

this

eventType

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

Sets the value of CfnSolutionMixinProps.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

name

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

Sets the value of CfnSolutionMixinProps.getName()

Parameters:

name - The name of the solution.

Returns:

this

performAutoMl

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

Sets the value of CfnSolutionMixinProps.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 CfnSolutionMixinProps.Builder performAutoMl(IResolvable performAutoMl)

Sets the value of CfnSolutionMixinProps.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 CfnSolutionMixinProps.Builder performHpo(Boolean performHpo)

Sets the value of CfnSolutionMixinProps.getPerformHpo()

Parameters:

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

Returns:

this

performHpo

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

Sets the value of CfnSolutionMixinProps.getPerformHpo()

Parameters:

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

Returns:

this

recipeArn

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

Sets the value of CfnSolutionMixinProps.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 CfnSolutionMixinProps.Builder solutionConfig(IResolvable solutionConfig)

Sets the value of CfnSolutionMixinProps.getSolutionConfig()

Parameters:

solutionConfig - Describes the configuration properties for the solution.

Returns:

this

solutionConfig

@Stability(Stable)
public CfnSolutionMixinProps.Builder solutionConfig(CfnSolutionPropsMixin.SolutionConfigProperty solutionConfig)

Sets the value of CfnSolutionMixinProps.getSolutionConfig()

Parameters:

solutionConfig - Describes the configuration properties for the solution.

Returns:

this

build

@Stability(Stable)
public CfnSolutionMixinProps build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnSolutionMixinProps

Throws:

NullPointerException - if any required attribute was not provided