Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.Personalize.Types.RecommenderConfig

Description

Documentation

data RecommenderConfig Source #

The configuration details of the recommender.

See: newRecommenderConfig smart constructor.

Constructors

RecommenderConfig'

Fields

itemExplorationConfig :: Maybe (HashMap Text Text)
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).
minRecommendationRequestsPerSecond :: Maybe Natural
Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.

Instances

Instances details

FromJSON RecommenderConfig Source #
Instance details Defined in Amazonka.Personalize.Types.RecommenderConfig Methods parseJSON :: Value -> Parser RecommenderConfig # parseJSONList :: Value -> Parser [RecommenderConfig] #
ToJSON RecommenderConfig Source #
Instance details Defined in Amazonka.Personalize.Types.RecommenderConfig Methods toJSON :: RecommenderConfig -> Value # toEncoding :: RecommenderConfig -> Encoding # toJSONList :: [RecommenderConfig] -> Value # toEncodingList :: [RecommenderConfig] -> Encoding #
Generic RecommenderConfig Source #
Instance details Defined in Amazonka.Personalize.Types.RecommenderConfig Associated Types type Rep RecommenderConfig :: Type -> Type # Methods from :: RecommenderConfig -> Rep RecommenderConfig x # to :: Rep RecommenderConfig x -> RecommenderConfig #
Read RecommenderConfig Source #
Instance details Defined in Amazonka.Personalize.Types.RecommenderConfig Methods readsPrec :: Int -> ReadS RecommenderConfig # readList :: ReadS [RecommenderConfig] # readPrec :: ReadPrec RecommenderConfig # readListPrec :: ReadPrec [RecommenderConfig] #
Show RecommenderConfig Source #
Instance details Defined in Amazonka.Personalize.Types.RecommenderConfig Methods showsPrec :: Int -> RecommenderConfig -> ShowS # show :: RecommenderConfig -> String # showList :: [RecommenderConfig] -> ShowS #
NFData RecommenderConfig Source #
Instance details Defined in Amazonka.Personalize.Types.RecommenderConfig Methods rnf :: RecommenderConfig -> () #
Eq RecommenderConfig Source #
Instance details Defined in Amazonka.Personalize.Types.RecommenderConfig Methods (==) :: RecommenderConfig -> RecommenderConfig -> Bool # (/=) :: RecommenderConfig -> RecommenderConfig -> Bool #
Hashable RecommenderConfig Source #
Instance details Defined in Amazonka.Personalize.Types.RecommenderConfig Methods hashWithSalt :: Int -> RecommenderConfig -> Int # hash :: RecommenderConfig -> Int #
type Rep RecommenderConfig Source #
Instance details Defined in Amazonka.Personalize.Types.RecommenderConfig type Rep RecommenderConfig = D1 ('MetaData "RecommenderConfig" "Amazonka.Personalize.Types.RecommenderConfig" "amazonka-personalize-2.0-9kdbGNMxU7zEIoXPqEwwTg" 'False) (C1 ('MetaCons "RecommenderConfig'" 'PrefixI 'True) (S1 ('MetaSel ('Just "itemExplorationConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :*: S1 ('MetaSel ('Just "minRecommendationRequestsPerSecond") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Natural))))

newRecommenderConfig :: RecommenderConfig Source #

Create a value of RecommenderConfig with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:itemExplorationConfig:RecommenderConfig', recommenderConfig_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).

$sel:minRecommendationRequestsPerSecond:RecommenderConfig', recommenderConfig_minRecommendationRequestsPerSecond - Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.

recommenderConfig_itemExplorationConfig :: Lens' RecommenderConfig (Maybe (HashMap Text Text)) Source #

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).

recommenderConfig_minRecommendationRequestsPerSecond :: Lens' RecommenderConfig (Maybe Natural) Source #

Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.