{-# LANGUAGE DeriveGeneric #-}
{-# LANGUAGE DuplicateRecordFields #-}
{-# LANGUAGE NamedFieldPuns #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE RecordWildCards #-}
{-# LANGUAGE StrictData #-}
{-# LANGUAGE NoImplicitPrelude #-}
{-# OPTIONS_GHC -fno-warn-unused-imports #-}
{-# OPTIONS_GHC -fno-warn-unused-matches #-}

-- Derived from AWS service descriptions, licensed under Apache 2.0.

-- |
-- Module      : Amazonka.FraudDetector.Types.EvaluatedExternalModel
-- Copyright   : (c) 2013-2023 Brendan Hay
-- License     : Mozilla Public License, v. 2.0.
-- Maintainer  : Brendan Hay
-- Stability   : auto-generated
-- Portability : non-portable (GHC extensions)
module Amazonka.FraudDetector.Types.EvaluatedExternalModel where

import qualified Amazonka.Core as Core
import qualified Amazonka.Core.Lens.Internal as Lens
import qualified Amazonka.Data as Data
import qualified Amazonka.Prelude as Prelude

-- | The details of the external (Amazon Sagemaker) model evaluated for
-- generating predictions.
--
-- /See:/ 'newEvaluatedExternalModel' smart constructor.
data EvaluatedExternalModel = EvaluatedExternalModel'
  { -- | Input variables use for generating predictions.
    EvaluatedExternalModel -> Maybe (Sensitive (HashMap Text Text))
inputVariables :: Prelude.Maybe (Data.Sensitive (Prelude.HashMap Prelude.Text Prelude.Text)),
    -- | The endpoint of the external (Amazon Sagemaker) model.
    EvaluatedExternalModel -> Maybe Text
modelEndpoint :: Prelude.Maybe Prelude.Text,
    -- | Output variables.
    EvaluatedExternalModel -> Maybe (Sensitive (HashMap Text Text))
outputVariables :: Prelude.Maybe (Data.Sensitive (Prelude.HashMap Prelude.Text Prelude.Text)),
    -- | Indicates whether event variables were used to generate predictions.
    EvaluatedExternalModel -> Maybe Bool
useEventVariables :: Prelude.Maybe Prelude.Bool
  }
  deriving (EvaluatedExternalModel -> EvaluatedExternalModel -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: EvaluatedExternalModel -> EvaluatedExternalModel -> Bool
$c/= :: EvaluatedExternalModel -> EvaluatedExternalModel -> Bool
== :: EvaluatedExternalModel -> EvaluatedExternalModel -> Bool
$c== :: EvaluatedExternalModel -> EvaluatedExternalModel -> Bool
Prelude.Eq, Int -> EvaluatedExternalModel -> ShowS
[EvaluatedExternalModel] -> ShowS
EvaluatedExternalModel -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [EvaluatedExternalModel] -> ShowS
$cshowList :: [EvaluatedExternalModel] -> ShowS
show :: EvaluatedExternalModel -> String
$cshow :: EvaluatedExternalModel -> String
showsPrec :: Int -> EvaluatedExternalModel -> ShowS
$cshowsPrec :: Int -> EvaluatedExternalModel -> ShowS
Prelude.Show, forall x. Rep EvaluatedExternalModel x -> EvaluatedExternalModel
forall x. EvaluatedExternalModel -> Rep EvaluatedExternalModel x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep EvaluatedExternalModel x -> EvaluatedExternalModel
$cfrom :: forall x. EvaluatedExternalModel -> Rep EvaluatedExternalModel x
Prelude.Generic)

-- |
-- Create a value of 'EvaluatedExternalModel' with all optional fields omitted.
--
-- Use <https://hackage.haskell.org/package/generic-lens generic-lens> or <https://hackage.haskell.org/package/optics optics> to modify other optional fields.
--
-- The following record fields are available, with the corresponding lenses provided
-- for backwards compatibility:
--
-- 'inputVariables', 'evaluatedExternalModel_inputVariables' - Input variables use for generating predictions.
--
-- 'modelEndpoint', 'evaluatedExternalModel_modelEndpoint' - The endpoint of the external (Amazon Sagemaker) model.
--
-- 'outputVariables', 'evaluatedExternalModel_outputVariables' - Output variables.
--
-- 'useEventVariables', 'evaluatedExternalModel_useEventVariables' - Indicates whether event variables were used to generate predictions.
newEvaluatedExternalModel ::
  EvaluatedExternalModel
newEvaluatedExternalModel :: EvaluatedExternalModel
newEvaluatedExternalModel =
  EvaluatedExternalModel'
    { $sel:inputVariables:EvaluatedExternalModel' :: Maybe (Sensitive (HashMap Text Text))
inputVariables =
        forall a. Maybe a
Prelude.Nothing,
      $sel:modelEndpoint:EvaluatedExternalModel' :: Maybe Text
modelEndpoint = forall a. Maybe a
Prelude.Nothing,
      $sel:outputVariables:EvaluatedExternalModel' :: Maybe (Sensitive (HashMap Text Text))
outputVariables = forall a. Maybe a
Prelude.Nothing,
      $sel:useEventVariables:EvaluatedExternalModel' :: Maybe Bool
useEventVariables = forall a. Maybe a
Prelude.Nothing
    }

-- | Input variables use for generating predictions.
evaluatedExternalModel_inputVariables :: Lens.Lens' EvaluatedExternalModel (Prelude.Maybe (Prelude.HashMap Prelude.Text Prelude.Text))
evaluatedExternalModel_inputVariables :: Lens' EvaluatedExternalModel (Maybe (HashMap Text Text))
evaluatedExternalModel_inputVariables = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\EvaluatedExternalModel' {Maybe (Sensitive (HashMap Text Text))
inputVariables :: Maybe (Sensitive (HashMap Text Text))
$sel:inputVariables:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe (Sensitive (HashMap Text Text))
inputVariables} -> Maybe (Sensitive (HashMap Text Text))
inputVariables) (\s :: EvaluatedExternalModel
s@EvaluatedExternalModel' {} Maybe (Sensitive (HashMap Text Text))
a -> EvaluatedExternalModel
s {$sel:inputVariables:EvaluatedExternalModel' :: Maybe (Sensitive (HashMap Text Text))
inputVariables = Maybe (Sensitive (HashMap Text Text))
a} :: EvaluatedExternalModel) forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. forall (f :: * -> *) (g :: * -> *) s t a b.
(Functor f, Functor g) =>
AnIso s t a b -> Iso (f s) (g t) (f a) (g b)
Lens.mapping (forall a. Iso' (Sensitive a) a
Data._Sensitive forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced)

-- | The endpoint of the external (Amazon Sagemaker) model.
evaluatedExternalModel_modelEndpoint :: Lens.Lens' EvaluatedExternalModel (Prelude.Maybe Prelude.Text)
evaluatedExternalModel_modelEndpoint :: Lens' EvaluatedExternalModel (Maybe Text)
evaluatedExternalModel_modelEndpoint = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\EvaluatedExternalModel' {Maybe Text
modelEndpoint :: Maybe Text
$sel:modelEndpoint:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe Text
modelEndpoint} -> Maybe Text
modelEndpoint) (\s :: EvaluatedExternalModel
s@EvaluatedExternalModel' {} Maybe Text
a -> EvaluatedExternalModel
s {$sel:modelEndpoint:EvaluatedExternalModel' :: Maybe Text
modelEndpoint = Maybe Text
a} :: EvaluatedExternalModel)

-- | Output variables.
evaluatedExternalModel_outputVariables :: Lens.Lens' EvaluatedExternalModel (Prelude.Maybe (Prelude.HashMap Prelude.Text Prelude.Text))
evaluatedExternalModel_outputVariables :: Lens' EvaluatedExternalModel (Maybe (HashMap Text Text))
evaluatedExternalModel_outputVariables = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\EvaluatedExternalModel' {Maybe (Sensitive (HashMap Text Text))
outputVariables :: Maybe (Sensitive (HashMap Text Text))
$sel:outputVariables:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe (Sensitive (HashMap Text Text))
outputVariables} -> Maybe (Sensitive (HashMap Text Text))
outputVariables) (\s :: EvaluatedExternalModel
s@EvaluatedExternalModel' {} Maybe (Sensitive (HashMap Text Text))
a -> EvaluatedExternalModel
s {$sel:outputVariables:EvaluatedExternalModel' :: Maybe (Sensitive (HashMap Text Text))
outputVariables = Maybe (Sensitive (HashMap Text Text))
a} :: EvaluatedExternalModel) forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. forall (f :: * -> *) (g :: * -> *) s t a b.
(Functor f, Functor g) =>
AnIso s t a b -> Iso (f s) (g t) (f a) (g b)
Lens.mapping (forall a. Iso' (Sensitive a) a
Data._Sensitive forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced)

-- | Indicates whether event variables were used to generate predictions.
evaluatedExternalModel_useEventVariables :: Lens.Lens' EvaluatedExternalModel (Prelude.Maybe Prelude.Bool)
evaluatedExternalModel_useEventVariables :: Lens' EvaluatedExternalModel (Maybe Bool)
evaluatedExternalModel_useEventVariables = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\EvaluatedExternalModel' {Maybe Bool
useEventVariables :: Maybe Bool
$sel:useEventVariables:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe Bool
useEventVariables} -> Maybe Bool
useEventVariables) (\s :: EvaluatedExternalModel
s@EvaluatedExternalModel' {} Maybe Bool
a -> EvaluatedExternalModel
s {$sel:useEventVariables:EvaluatedExternalModel' :: Maybe Bool
useEventVariables = Maybe Bool
a} :: EvaluatedExternalModel)

instance Data.FromJSON EvaluatedExternalModel where
  parseJSON :: Value -> Parser EvaluatedExternalModel
parseJSON =
    forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
      String
"EvaluatedExternalModel"
      ( \Object
x ->
          Maybe (Sensitive (HashMap Text Text))
-> Maybe Text
-> Maybe (Sensitive (HashMap Text Text))
-> Maybe Bool
-> EvaluatedExternalModel
EvaluatedExternalModel'
            forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"inputVariables" forall a. Parser (Maybe a) -> a -> Parser a
Data..!= forall a. Monoid a => a
Prelude.mempty)
            forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"modelEndpoint")
            forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> ( Object
x
                            forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"outputVariables"
                            forall a. Parser (Maybe a) -> a -> Parser a
Data..!= forall a. Monoid a => a
Prelude.mempty
                        )
            forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"useEventVariables")
      )

instance Prelude.Hashable EvaluatedExternalModel where
  hashWithSalt :: Int -> EvaluatedExternalModel -> Int
hashWithSalt Int
_salt EvaluatedExternalModel' {Maybe Bool
Maybe Text
Maybe (Sensitive (HashMap Text Text))
useEventVariables :: Maybe Bool
outputVariables :: Maybe (Sensitive (HashMap Text Text))
modelEndpoint :: Maybe Text
inputVariables :: Maybe (Sensitive (HashMap Text Text))
$sel:useEventVariables:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe Bool
$sel:outputVariables:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe (Sensitive (HashMap Text Text))
$sel:modelEndpoint:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe Text
$sel:inputVariables:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe (Sensitive (HashMap Text Text))
..} =
    Int
_salt
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe (Sensitive (HashMap Text Text))
inputVariables
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Text
modelEndpoint
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe (Sensitive (HashMap Text Text))
outputVariables
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Bool
useEventVariables

instance Prelude.NFData EvaluatedExternalModel where
  rnf :: EvaluatedExternalModel -> ()
rnf EvaluatedExternalModel' {Maybe Bool
Maybe Text
Maybe (Sensitive (HashMap Text Text))
useEventVariables :: Maybe Bool
outputVariables :: Maybe (Sensitive (HashMap Text Text))
modelEndpoint :: Maybe Text
inputVariables :: Maybe (Sensitive (HashMap Text Text))
$sel:useEventVariables:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe Bool
$sel:outputVariables:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe (Sensitive (HashMap Text Text))
$sel:modelEndpoint:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe Text
$sel:inputVariables:EvaluatedExternalModel' :: EvaluatedExternalModel -> Maybe (Sensitive (HashMap Text Text))
..} =
    forall a. NFData a => a -> ()
Prelude.rnf Maybe (Sensitive (HashMap Text Text))
inputVariables
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Text
modelEndpoint
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe (Sensitive (HashMap Text Text))
outputVariables
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Bool
useEventVariables