software.amazon.awssdk.services.personalize.model

Interface Solution.Builder

All Superinterfaces:

Buildable, CopyableBuilder<Solution.Builder,Solution>, SdkBuilder<Solution.Builder,Solution>, SdkPojo

Enclosing class:

Solution

public static interface Solution.Builder
extends SdkPojo, CopyableBuilder<Solution.Builder,Solution>

Method Summary

Modifier and Type	Method and Description
Solution.Builder	autoMLResult(AutoMLResult autoMLResult) When performAutoML is true, specifies the best recipe found.
default Solution.Builder	autoMLResult(Consumer<AutoMLResult.Builder> autoMLResult) When performAutoML is true, specifies the best recipe found.
Solution.Builder	creationDateTime(Instant creationDateTime) The creation date and time (in Unix time) of the solution.
Solution.Builder	datasetGroupArn(String datasetGroupArn) The Amazon Resource Name (ARN) of the dataset group that provides the training data.
Solution.Builder	eventType(String eventType) The event type (for example, 'click' or 'like') that is used for training the model.
Solution.Builder	lastUpdatedDateTime(Instant lastUpdatedDateTime) The date and time (in Unix time) that the solution was last updated.
default Solution.Builder	latestSolutionVersion(Consumer<SolutionVersionSummary.Builder> latestSolutionVersion) Describes the latest version of the solution, including the status and the ARN.
Solution.Builder	latestSolutionVersion(SolutionVersionSummary latestSolutionVersion) Describes the latest version of the solution, including the status and the ARN.
Solution.Builder	name(String name) The name of the solution.
Solution.Builder	performAutoML(Boolean performAutoML) 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).
Solution.Builder	performHPO(Boolean performHPO) Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
Solution.Builder	recipeArn(String recipeArn) The ARN of the recipe used to create the solution.
Solution.Builder	solutionArn(String solutionArn) The ARN of the solution.
default Solution.Builder	solutionConfig(Consumer<SolutionConfig.Builder> solutionConfig) Describes the configuration properties for the solution.
Solution.Builder	solutionConfig(SolutionConfig solutionConfig) Describes the configuration properties for the solution.
Solution.Builder	status(String status) The status of the solution.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

name

Solution.Builder name(String name)

The name of the solution.

Parameters:

name - The name of the solution.

Returns:

Returns a reference to this object so that method calls can be chained together.

solutionArn

Solution.Builder solutionArn(String solutionArn)

The ARN of the solution.

Parameters:

solutionArn - The ARN of the solution.

Returns:

Returns a reference to this object so that method calls can be chained together.

performHPO

Solution.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. The default is false.

Returns:

Returns a reference to this object so that method calls can be chained together.

performAutoML

Solution.Builder performAutoML(Boolean performAutoML)

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 - 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:

Returns a reference to this object so that method calls can be chained together.

recipeArn

Solution.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.

Returns:

Returns a reference to this object so that method calls can be chained together.

datasetGroupArn

Solution.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.

Returns:

Returns a reference to this object so that method calls can be chained together.

eventType

Solution.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. If no eventType is provided, Amazon Personalize uses all interactions for training with equal weight regardless of type.

Returns:

Returns a reference to this object so that method calls can be chained together.

solutionConfig

Solution.Builder solutionConfig(SolutionConfig solutionConfig)

Describes the configuration properties for the solution.

Parameters:

solutionConfig - Describes the configuration properties for the solution.

Returns:

Returns a reference to this object so that method calls can be chained together.

solutionConfig

default Solution.Builder solutionConfig(Consumer<SolutionConfig.Builder> solutionConfig)

Describes the configuration properties for the solution.

This is a convenience that creates an instance of the SolutionConfig.Builder avoiding the need to create one manually via SolutionConfig.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to solutionConfig(SolutionConfig).

Parameters:

solutionConfig - a consumer that will call methods on SolutionConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

solutionConfig(SolutionConfig)

autoMLResult

Solution.Builder autoMLResult(AutoMLResult autoMLResult)

When performAutoML is true, specifies the best recipe found.

Parameters:

autoMLResult - When performAutoML is true, specifies the best recipe found.

Returns:

Returns a reference to this object so that method calls can be chained together.

autoMLResult

default Solution.Builder autoMLResult(Consumer<AutoMLResult.Builder> autoMLResult)

When performAutoML is true, specifies the best recipe found.

This is a convenience that creates an instance of the AutoMLResult.Builder avoiding the need to create one manually via AutoMLResult.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to autoMLResult(AutoMLResult).

Parameters:

autoMLResult - a consumer that will call methods on AutoMLResult.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

autoMLResult(AutoMLResult)

status

Solution.Builder status(String status)

The status of the solution.

A solution can be in one of the following states:

• CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

• DELETE PENDING > DELETE IN_PROGRESS

Parameters:

status - The status of the solution.

A solution can be in one of the following states:

• CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

• DELETE PENDING > DELETE IN_PROGRESS

Returns:

Returns a reference to this object so that method calls can be chained together.

creationDateTime

Solution.Builder creationDateTime(Instant creationDateTime)

The creation date and time (in Unix time) of the solution.

Parameters:

creationDateTime - The creation date and time (in Unix time) of the solution.

Returns:

Returns a reference to this object so that method calls can be chained together.

lastUpdatedDateTime

Solution.Builder lastUpdatedDateTime(Instant lastUpdatedDateTime)

The date and time (in Unix time) that the solution was last updated.

Parameters:

lastUpdatedDateTime - The date and time (in Unix time) that the solution was last updated.

Returns:

Returns a reference to this object so that method calls can be chained together.

latestSolutionVersion

Solution.Builder latestSolutionVersion(SolutionVersionSummary latestSolutionVersion)

Describes the latest version of the solution, including the status and the ARN.

Parameters:

latestSolutionVersion - Describes the latest version of the solution, including the status and the ARN.

Returns:

Returns a reference to this object so that method calls can be chained together.

latestSolutionVersion

default Solution.Builder latestSolutionVersion(Consumer<SolutionVersionSummary.Builder> latestSolutionVersion)

Describes the latest version of the solution, including the status and the ARN.

This is a convenience that creates an instance of the SolutionVersionSummary.Builder avoiding the need to create one manually via SolutionVersionSummary.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to latestSolutionVersion(SolutionVersionSummary).

Parameters:

latestSolutionVersion - a consumer that will call methods on SolutionVersionSummary.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

latestSolutionVersion(SolutionVersionSummary)