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

Class CfnSolutionPropsMixin.Builder

java.lang.Object

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

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnSolutionPropsMixin>

Enclosing class:

CfnSolutionPropsMixin

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

A fluent builder for CfnSolutionPropsMixin.

Method Summary

Modifier and Type	Method	Description
CfnSolutionPropsMixin	build()
static CfnSolutionPropsMixin.Builder	create()
static CfnSolutionPropsMixin.Builder	create(CfnPropertyMixinOptions options)
CfnSolutionPropsMixin.Builder	datasetGroupArn(String datasetGroupArn)	The Amazon Resource Name (ARN) of the dataset group that provides the training data.
CfnSolutionPropsMixin.Builder	eventType(String eventType)	The event type (for example, 'click' or 'like') that is used for training the model.
CfnSolutionPropsMixin.Builder	name(String name)	The name of the solution.
CfnSolutionPropsMixin.Builder	performAutoMl(Boolean performAutoMl)
CfnSolutionPropsMixin.Builder	performAutoMl(IResolvable performAutoMl)
CfnSolutionPropsMixin.Builder	performHpo(Boolean performHpo)	Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
CfnSolutionPropsMixin.Builder	performHpo(IResolvable performHpo)	Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
CfnSolutionPropsMixin.Builder	recipeArn(String recipeArn)	The ARN of the recipe used to create the solution.
CfnSolutionPropsMixin.Builder	solutionConfig(CfnSolutionPropsMixin.SolutionConfigProperty solutionConfig)	Describes the configuration properties for the solution.
CfnSolutionPropsMixin.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 Details

create

@Stability(Stable)
public static CfnSolutionPropsMixin.Builder create(CfnPropertyMixinOptions options)

Parameters:

options - Mixin options.

Returns:

a new instance of CfnSolutionPropsMixin.Builder.

create

@Stability(Stable)
public static CfnSolutionPropsMixin.Builder create()

Returns:

a new instance of CfnSolutionPropsMixin.Builder.

datasetGroupArn

@Stability(Stable)
public CfnSolutionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-datasetgrouparn

eventType

@Stability(Stable)
public CfnSolutionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-eventtype

name

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

The name of the solution.

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-name

performAutoMl

@Stability(Stable)
public CfnSolutionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-performautoml

performAutoMl

@Stability(Stable)
public CfnSolutionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-performautoml

performHpo

@Stability(Stable)
public CfnSolutionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-performhpo

performHpo

@Stability(Stable)
public CfnSolutionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-performhpo

recipeArn

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

The ARN of the recipe used to create the solution.

This is required when performAutoML is false.

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-recipearn

solutionConfig

@Stability(Stable)
public CfnSolutionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-solutionconfig

solutionConfig

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

Describes the configuration properties for the solution.

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-solutionconfig

build

@Stability(Stable)
public CfnSolutionPropsMixin build()

Specified by:

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

Returns:

a newly built instance of CfnSolutionPropsMixin.