Class RecommenderConfig
- java.lang.Object
-
- software.amazon.awssdk.services.personalize.model.RecommenderConfig
-
- All Implemented Interfaces:
Serializable,SdkPojo,ToCopyableBuilder<RecommenderConfig.Builder,RecommenderConfig>
@Generated("software.amazon.awssdk:codegen") public final class RecommenderConfig extends Object implements SdkPojo, Serializable, ToCopyableBuilder<RecommenderConfig.Builder,RecommenderConfig>
The configuration details of the recommender.
- See Also:
- Serialized Form
-
-
Nested Class Summary
Nested Classes Modifier and Type Class Description static interfaceRecommenderConfig.Builder
-
Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description static RecommenderConfig.Builderbuilder()BooleanenableMetadataWithRecommendations()Whether metadata with recommendations is enabled for the recommender.booleanequals(Object obj)booleanequalsBySdkFields(Object obj)<T> Optional<T>getValueForField(String fieldName, Class<T> clazz)inthashCode()booleanhasItemExplorationConfig()For responses, this returns true if the service returned a value for the ItemExplorationConfig property.Map<String,String>itemExplorationConfig()Specifies the exploration configuration hyperparameters, includingexplorationWeightandexplorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items.IntegerminRecommendationRequestsPerSecond()Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.Map<String,SdkField<?>>sdkFieldNameToField()List<SdkField<?>>sdkFields()static Class<? extends RecommenderConfig.Builder>serializableBuilderClass()RecommenderConfig.BuildertoBuilder()StringtoString()Returns a string representation of this object.TrainingDataConfigtrainingDataConfig()Specifies the training data configuration to use when creating a domain recommender.-
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
-
Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
-
-
-
-
Method Detail
-
hasItemExplorationConfig
public final boolean hasItemExplorationConfig()
For responses, this returns true if the service returned a value for the ItemExplorationConfig property. This DOES NOT check that the value is non-empty (for which, you should check theisEmpty()method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
-
itemExplorationConfig
public final Map<String,String> itemExplorationConfig()
Specifies the exploration configuration hyperparameters, including
explorationWeightandexplorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. ProvideitemExplorationConfigdata only if your recommenders generate personalized recommendations for a user (not popular items or similar items).Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the
hasItemExplorationConfig()method.- Returns:
- Specifies the exploration configuration hyperparameters, including
explorationWeightandexplorationItemAgeCutOff, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. ProvideitemExplorationConfigdata only if your recommenders generate personalized recommendations for a user (not popular items or similar items).
-
minRecommendationRequestsPerSecond
public final Integer minRecommendationRequestsPerSecond()
Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support. A high
minRecommendationRequestsPerSecondwill increase your bill. We recommend starting with 1 forminRecommendationRequestsPerSecond(the default). Track your usage using Amazon CloudWatch metrics, and increase theminRecommendationRequestsPerSecondas necessary.- Returns:
- Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize
will support. A high
minRecommendationRequestsPerSecondwill increase your bill. We recommend starting with 1 forminRecommendationRequestsPerSecond(the default). Track your usage using Amazon CloudWatch metrics, and increase theminRecommendationRequestsPerSecondas necessary.
-
trainingDataConfig
public final TrainingDataConfig trainingDataConfig()
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.
-
enableMetadataWithRecommendations
public final 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. For information about enabling metadata for a recommender, see Enabling metadata in recommendations for a recommender.
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. For information about enabling metadata for a recommender,
see Enabling metadata in recommendations for a recommender.
If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.
-
toBuilder
public RecommenderConfig.Builder toBuilder()
- Specified by:
toBuilderin interfaceToCopyableBuilder<RecommenderConfig.Builder,RecommenderConfig>
-
builder
public static RecommenderConfig.Builder builder()
-
serializableBuilderClass
public static Class<? extends RecommenderConfig.Builder> serializableBuilderClass()
-
equalsBySdkFields
public final boolean equalsBySdkFields(Object obj)
- Specified by:
equalsBySdkFieldsin interfaceSdkPojo
-
toString
public final 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.
-
sdkFieldNameToField
public final Map<String,SdkField<?>> sdkFieldNameToField()
- Specified by:
sdkFieldNameToFieldin interfaceSdkPojo
-
-