Amazonka.Personalize.Types.RecommenderConfig

Documentation

data RecommenderConfig

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

FromJSON RecommenderConfig

Defined in Amazonka.Personalize.Types.RecommenderConfig

Methods

parseJSON :: Value -> Parser RecommenderConfig

parseJSONList :: Value -> Parser [RecommenderConfig]

ToJSON RecommenderConfig

Defined in Amazonka.Personalize.Types.RecommenderConfig

Methods

toJSON :: RecommenderConfig -> Value

toEncoding :: RecommenderConfig -> Encoding

toJSONList :: [RecommenderConfig] -> Value

toEncodingList :: [RecommenderConfig] -> Encoding

Generic RecommenderConfig

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

Defined in Amazonka.Personalize.Types.RecommenderConfig

Methods

readsPrec :: Int -> ReadS RecommenderConfig

readList :: ReadS [RecommenderConfig]

readPrec :: ReadPrec RecommenderConfig

readListPrec :: ReadPrec [RecommenderConfig]

Show RecommenderConfig

Defined in Amazonka.Personalize.Types.RecommenderConfig

Methods

showsPrec :: Int -> RecommenderConfig -> ShowS

show :: RecommenderConfig -> String

showList :: [RecommenderConfig] -> ShowS

NFData RecommenderConfig

Defined in Amazonka.Personalize.Types.RecommenderConfig

Methods

rnf :: RecommenderConfig -> ()

Eq RecommenderConfig

Defined in Amazonka.Personalize.Types.RecommenderConfig

Methods

(==) :: RecommenderConfig -> RecommenderConfig -> Bool

(/=) :: RecommenderConfig -> RecommenderConfig -> Bool

Hashable RecommenderConfig

Defined in Amazonka.Personalize.Types.RecommenderConfig

Methods

hashWithSalt :: Int -> RecommenderConfig -> Int

hash :: RecommenderConfig -> Int

type Rep RecommenderConfig

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

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))

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)

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