software.amazon.awscdk.services.personalize

Class CfnSolution.Builder

java.lang.Object

software.amazon.awscdk.services.personalize.CfnSolution.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnSolution>

Enclosing class:

CfnSolution

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

A fluent builder for CfnSolution.

Method Summary

Modifier and Type	Method and Description
CfnSolution	build()
static CfnSolution.Builder	create(Construct scope, String id)
CfnSolution.Builder	datasetGroupArn(String datasetGroupArn) The Amazon Resource Name (ARN) of the dataset group that provides the training data.
CfnSolution.Builder	eventType(String eventType) The event type (for example, 'click' or 'like') that is used for training the model.
CfnSolution.Builder	name(String name) The name of the solution.
CfnSolution.Builder	performAutoMl(Boolean performAutoMl) > We don't recommend enabling automated machine learning.
CfnSolution.Builder	performAutoMl(IResolvable performAutoMl) > We don't recommend enabling automated machine learning.
CfnSolution.Builder	performHpo(Boolean performHpo) Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
CfnSolution.Builder	performHpo(IResolvable performHpo) Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
CfnSolution.Builder	recipeArn(String recipeArn) The ARN of the recipe used to create the solution.
CfnSolution.Builder	solutionConfig(CfnSolution.SolutionConfigProperty solutionConfig) Describes the configuration properties for the solution.
CfnSolution.Builder	solutionConfig(IResolvable solutionConfig) Describes the configuration properties for the solution.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

create

@Stability(value=Stable)
public static CfnSolution.Builder create(Construct scope,
                                                                  String id)

Parameters:

scope - - scope in which this resource is defined. This parameter is required.

id - - scoped id of the resource. This parameter is required.

Returns:

a new instance of CfnSolution.AlgorithmHyperParameterRangesProperty.Builder.

datasetGroupArn

@Stability(value=Stable)
public CfnSolution.Builder datasetGroupArn(String datasetGroupArn)

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

Parameters:

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

Returns:

this

name

@Stability(value=Stable)
public CfnSolution.Builder name(String name)

The name of the solution.

Parameters:

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

Returns:

this

eventType

@Stability(value=Stable)
public CfnSolution.Builder eventType(String 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.

Parameters:

eventType - The event type (for example, 'click' or 'like') that is used for training the model. This parameter is required.

Returns:

this

performAutoMl

@Stability(value=Stable)
public CfnSolution.Builder performAutoMl(Boolean 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.

Parameters:

performAutoMl - > We don't recommend enabling automated machine learning. This parameter is required.

Returns:

this

performAutoMl

@Stability(value=Stable)
public CfnSolution.Builder performAutoMl(IResolvable 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.

Parameters:

performAutoMl - > We don't recommend enabling automated machine learning. This parameter is required.

Returns:

this

performHpo

@Stability(value=Stable)
public CfnSolution.Builder performHpo(Boolean performHpo)

Whether to perform hyperparameter optimization (HPO) on the chosen recipe.

The default is false .

Parameters:

performHpo - Whether to perform hyperparameter optimization (HPO) on the chosen recipe. This parameter is required.

Returns:

this

performHpo

@Stability(value=Stable)
public CfnSolution.Builder performHpo(IResolvable performHpo)

Whether to perform hyperparameter optimization (HPO) on the chosen recipe.

The default is false .

Parameters:

performHpo - Whether to perform hyperparameter optimization (HPO) on the chosen recipe. This parameter is required.

Returns:

this

recipeArn

@Stability(value=Stable)
public CfnSolution.Builder recipeArn(String recipeArn)

The ARN of the recipe used to create the solution.

Parameters:

recipeArn - The ARN of the recipe used to create the solution. This parameter is required.

Returns:

this

solutionConfig

@Stability(value=Stable)
public CfnSolution.Builder solutionConfig(IResolvable solutionConfig)

Describes the configuration properties for the solution.

Parameters:

solutionConfig - Describes the configuration properties for the solution. This parameter is required.

Returns:

this

solutionConfig

@Stability(value=Stable)
public CfnSolution.Builder solutionConfig(CfnSolution.SolutionConfigProperty solutionConfig)

Describes the configuration properties for the solution.

Parameters:

solutionConfig - Describes the configuration properties for the solution. This parameter is required.

Returns:

this

build

@Stability(value=Stable)
public CfnSolution build()

Specified by:

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