com.amazonaws.services.personalize.model

Class RecommenderConfig

java.lang.Object

com.amazonaws.services.personalize.model.RecommenderConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class RecommenderConfig
extends Object
implements Serializable, Cloneable, StructuredPojo

The configuration details of the recommender.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
RecommenderConfig()

Method Summary

Modifier and Type	Method and Description
RecommenderConfig	addItemExplorationConfigEntry(String key, String value) Add a single ItemExplorationConfig entry
RecommenderConfig	clearItemExplorationConfigEntries() Removes all the entries added into ItemExplorationConfig.
RecommenderConfig	clone()
boolean	equals(Object obj)
Boolean	getEnableMetadataWithRecommendations() Whether metadata with recommendations is enabled for the recommender.
Map<String,String>	getItemExplorationConfig() Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items.
Integer	getMinRecommendationRequestsPerSecond() Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.
TrainingDataConfig	getTrainingDataConfig() Specifies the training data configuration to use when creating a domain recommender.
int	hashCode()
Boolean	isEnableMetadataWithRecommendations() Whether metadata with recommendations is enabled for the recommender.
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setEnableMetadataWithRecommendations(Boolean enableMetadataWithRecommendations) Whether metadata with recommendations is enabled for the recommender.
void	setItemExplorationConfig(Map<String,String> itemExplorationConfig) Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items.
void	setMinRecommendationRequestsPerSecond(Integer minRecommendationRequestsPerSecond) Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.
void	setTrainingDataConfig(TrainingDataConfig trainingDataConfig) Specifies the training data configuration to use when creating a domain recommender.
String	toString() Returns a string representation of this object.
RecommenderConfig	withEnableMetadataWithRecommendations(Boolean enableMetadataWithRecommendations) Whether metadata with recommendations is enabled for the recommender.
RecommenderConfig	withItemExplorationConfig(Map<String,String> itemExplorationConfig) Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items.
RecommenderConfig	withMinRecommendationRequestsPerSecond(Integer minRecommendationRequestsPerSecond) Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.
RecommenderConfig	withTrainingDataConfig(TrainingDataConfig trainingDataConfig) Specifies the training data configuration to use when creating a domain recommender.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

RecommenderConfig

public RecommenderConfig()

Method Detail

getItemExplorationConfig

public Map<String,String> getItemExplorationConfig()

Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. Provide itemExplorationConfig data only if your recommenders generate personalized recommendations for a user (not popular items or similar items).

Returns:

Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. Provide itemExplorationConfig data only if your recommenders generate personalized recommendations for a user (not popular items or similar items).

setItemExplorationConfig

public void setItemExplorationConfig(Map<String,String> itemExplorationConfig)

Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. Provide itemExplorationConfig data only if your recommenders generate personalized recommendations for a user (not popular items or similar items).

Parameters:

itemExplorationConfig - Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. Provide itemExplorationConfig data only if your recommenders generate personalized recommendations for a user (not popular items or similar items).

withItemExplorationConfig

public RecommenderConfig withItemExplorationConfig(Map<String,String> itemExplorationConfig)

Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. Provide itemExplorationConfig data only if your recommenders generate personalized recommendations for a user (not popular items or similar items).

Parameters:

itemExplorationConfig - Specifies the exploration configuration hyperparameters, including explorationWeight and explorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. Provide itemExplorationConfig data only if your recommenders generate personalized recommendations for a user (not popular items or similar items).

Returns:

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

addItemExplorationConfigEntry

public RecommenderConfig addItemExplorationConfigEntry(String key,
                                                       String value)

Add a single ItemExplorationConfig entry

See Also:

withItemExplorationConfig(java.util.Map<java.lang.String, java.lang.String>)

clearItemExplorationConfigEntries

public RecommenderConfig clearItemExplorationConfigEntries()

Removes all the entries added into ItemExplorationConfig.

Returns:

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

setMinRecommendationRequestsPerSecond

public void setMinRecommendationRequestsPerSecond(Integer minRecommendationRequestsPerSecond)

Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support. A high minRecommendationRequestsPerSecond will increase your bill. We recommend starting with 1 for minRecommendationRequestsPerSecond (the default). Track your usage using Amazon CloudWatch metrics, and increase the minRecommendationRequestsPerSecond as necessary.

Parameters:

minRecommendationRequestsPerSecond - Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support. A high minRecommendationRequestsPerSecond will increase your bill. We recommend starting with 1 for minRecommendationRequestsPerSecond (the default). Track your usage using Amazon CloudWatch metrics, and increase the minRecommendationRequestsPerSecond as necessary.

getMinRecommendationRequestsPerSecond

public Integer getMinRecommendationRequestsPerSecond()

Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support. A high minRecommendationRequestsPerSecond will increase your bill. We recommend starting with 1 for minRecommendationRequestsPerSecond (the default). Track your usage using Amazon CloudWatch metrics, and increase the minRecommendationRequestsPerSecond as necessary.

Returns:

Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support. A high minRecommendationRequestsPerSecond will increase your bill. We recommend starting with 1 for minRecommendationRequestsPerSecond (the default). Track your usage using Amazon CloudWatch metrics, and increase the minRecommendationRequestsPerSecond as necessary.

withMinRecommendationRequestsPerSecond

public RecommenderConfig withMinRecommendationRequestsPerSecond(Integer minRecommendationRequestsPerSecond)

Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support. A high minRecommendationRequestsPerSecond will increase your bill. We recommend starting with 1 for minRecommendationRequestsPerSecond (the default). Track your usage using Amazon CloudWatch metrics, and increase the minRecommendationRequestsPerSecond as necessary.

Parameters:

minRecommendationRequestsPerSecond - Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support. A high minRecommendationRequestsPerSecond will increase your bill. We recommend starting with 1 for minRecommendationRequestsPerSecond (the default). Track your usage using Amazon CloudWatch metrics, and increase the minRecommendationRequestsPerSecond as necessary.

Returns:

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

setTrainingDataConfig

public void setTrainingDataConfig(TrainingDataConfig trainingDataConfig)

Specifies the training data configuration to use when creating a domain recommender.

Parameters:

trainingDataConfig - Specifies the training data configuration to use when creating a domain recommender.

getTrainingDataConfig

public TrainingDataConfig getTrainingDataConfig()

Specifies the training data configuration to use when creating a domain recommender.

Returns:

Specifies the training data configuration to use when creating a domain recommender.

withTrainingDataConfig

public RecommenderConfig withTrainingDataConfig(TrainingDataConfig trainingDataConfig)

Specifies the training data configuration to use when creating a domain recommender.

Parameters:

trainingDataConfig - Specifies the training data configuration to use when creating a domain recommender.

Returns:

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

setEnableMetadataWithRecommendations

public void setEnableMetadataWithRecommendations(Boolean enableMetadataWithRecommendations)

Whether metadata with recommendations is enabled for the recommender. If enabled, you can specify the columns from your Items dataset in your request for recommendations. Amazon Personalize returns this data for each item in the recommendation response.

If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.

Parameters:

enableMetadataWithRecommendations - Whether metadata with recommendations is enabled for the recommender. If enabled, you can specify the columns from your Items dataset in your request for recommendations. Amazon Personalize returns this data for each item in the recommendation response.

If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.

getEnableMetadataWithRecommendations

public Boolean getEnableMetadataWithRecommendations()

Whether metadata with recommendations is enabled for the recommender. If enabled, you can specify the columns from your Items dataset in your request for recommendations. Amazon Personalize returns this data for each item in the recommendation response.

If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.

Returns:

Whether metadata with recommendations is enabled for the recommender. If enabled, you can specify the columns from your Items dataset in your request for recommendations. Amazon Personalize returns this data for each item in the recommendation response.

If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.

withEnableMetadataWithRecommendations

public RecommenderConfig withEnableMetadataWithRecommendations(Boolean enableMetadataWithRecommendations)

Whether metadata with recommendations is enabled for the recommender. If enabled, you can specify the columns from your Items dataset in your request for recommendations. Amazon Personalize returns this data for each item in the recommendation response.

If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.

Parameters:

enableMetadataWithRecommendations - Whether metadata with recommendations is enabled for the recommender. If enabled, you can specify the columns from your Items dataset in your request for recommendations. Amazon Personalize returns this data for each item in the recommendation response.

If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.

Returns:

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

isEnableMetadataWithRecommendations

public Boolean isEnableMetadataWithRecommendations()

Whether metadata with recommendations is enabled for the recommender. If enabled, you can specify the columns from your Items dataset in your request for recommendations. Amazon Personalize returns this data for each item in the recommendation response.

If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.

Returns:

Whether metadata with recommendations is enabled for the recommender. If enabled, you can specify the columns from your Items dataset in your request for recommendations. Amazon Personalize returns this data for each item in the recommendation response.

If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public RecommenderConfig clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.