{-# 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.SageMaker.Types.InferenceRecommendation
-- 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.SageMaker.Types.InferenceRecommendation 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
import Amazonka.SageMaker.Types.EndpointOutputConfiguration
import Amazonka.SageMaker.Types.ModelConfiguration
import Amazonka.SageMaker.Types.RecommendationMetrics

-- | A list of recommendations made by Amazon SageMaker Inference
-- Recommender.
--
-- /See:/ 'newInferenceRecommendation' smart constructor.
data InferenceRecommendation = InferenceRecommendation'
  { -- | The metrics used to decide what recommendation to make.
    InferenceRecommendation -> RecommendationMetrics
metrics :: RecommendationMetrics,
    -- | Defines the endpoint configuration parameters.
    InferenceRecommendation -> EndpointOutputConfiguration
endpointConfiguration :: EndpointOutputConfiguration,
    -- | Defines the model configuration.
    InferenceRecommendation -> ModelConfiguration
modelConfiguration :: ModelConfiguration
  }
  deriving (InferenceRecommendation -> InferenceRecommendation -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: InferenceRecommendation -> InferenceRecommendation -> Bool
$c/= :: InferenceRecommendation -> InferenceRecommendation -> Bool
== :: InferenceRecommendation -> InferenceRecommendation -> Bool
$c== :: InferenceRecommendation -> InferenceRecommendation -> Bool
Prelude.Eq, ReadPrec [InferenceRecommendation]
ReadPrec InferenceRecommendation
Int -> ReadS InferenceRecommendation
ReadS [InferenceRecommendation]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [InferenceRecommendation]
$creadListPrec :: ReadPrec [InferenceRecommendation]
readPrec :: ReadPrec InferenceRecommendation
$creadPrec :: ReadPrec InferenceRecommendation
readList :: ReadS [InferenceRecommendation]
$creadList :: ReadS [InferenceRecommendation]
readsPrec :: Int -> ReadS InferenceRecommendation
$creadsPrec :: Int -> ReadS InferenceRecommendation
Prelude.Read, Int -> InferenceRecommendation -> ShowS
[InferenceRecommendation] -> ShowS
InferenceRecommendation -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [InferenceRecommendation] -> ShowS
$cshowList :: [InferenceRecommendation] -> ShowS
show :: InferenceRecommendation -> String
$cshow :: InferenceRecommendation -> String
showsPrec :: Int -> InferenceRecommendation -> ShowS
$cshowsPrec :: Int -> InferenceRecommendation -> ShowS
Prelude.Show, forall x. Rep InferenceRecommendation x -> InferenceRecommendation
forall x. InferenceRecommendation -> Rep InferenceRecommendation x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep InferenceRecommendation x -> InferenceRecommendation
$cfrom :: forall x. InferenceRecommendation -> Rep InferenceRecommendation x
Prelude.Generic)

-- |
-- Create a value of 'InferenceRecommendation' 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:
--
-- 'metrics', 'inferenceRecommendation_metrics' - The metrics used to decide what recommendation to make.
--
-- 'endpointConfiguration', 'inferenceRecommendation_endpointConfiguration' - Defines the endpoint configuration parameters.
--
-- 'modelConfiguration', 'inferenceRecommendation_modelConfiguration' - Defines the model configuration.
newInferenceRecommendation ::
  -- | 'metrics'
  RecommendationMetrics ->
  -- | 'endpointConfiguration'
  EndpointOutputConfiguration ->
  -- | 'modelConfiguration'
  ModelConfiguration ->
  InferenceRecommendation
newInferenceRecommendation :: RecommendationMetrics
-> EndpointOutputConfiguration
-> ModelConfiguration
-> InferenceRecommendation
newInferenceRecommendation
  RecommendationMetrics
pMetrics_
  EndpointOutputConfiguration
pEndpointConfiguration_
  ModelConfiguration
pModelConfiguration_ =
    InferenceRecommendation'
      { $sel:metrics:InferenceRecommendation' :: RecommendationMetrics
metrics = RecommendationMetrics
pMetrics_,
        $sel:endpointConfiguration:InferenceRecommendation' :: EndpointOutputConfiguration
endpointConfiguration = EndpointOutputConfiguration
pEndpointConfiguration_,
        $sel:modelConfiguration:InferenceRecommendation' :: ModelConfiguration
modelConfiguration = ModelConfiguration
pModelConfiguration_
      }

-- | The metrics used to decide what recommendation to make.
inferenceRecommendation_metrics :: Lens.Lens' InferenceRecommendation RecommendationMetrics
inferenceRecommendation_metrics :: Lens' InferenceRecommendation RecommendationMetrics
inferenceRecommendation_metrics = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\InferenceRecommendation' {RecommendationMetrics
metrics :: RecommendationMetrics
$sel:metrics:InferenceRecommendation' :: InferenceRecommendation -> RecommendationMetrics
metrics} -> RecommendationMetrics
metrics) (\s :: InferenceRecommendation
s@InferenceRecommendation' {} RecommendationMetrics
a -> InferenceRecommendation
s {$sel:metrics:InferenceRecommendation' :: RecommendationMetrics
metrics = RecommendationMetrics
a} :: InferenceRecommendation)

-- | Defines the endpoint configuration parameters.
inferenceRecommendation_endpointConfiguration :: Lens.Lens' InferenceRecommendation EndpointOutputConfiguration
inferenceRecommendation_endpointConfiguration :: Lens' InferenceRecommendation EndpointOutputConfiguration
inferenceRecommendation_endpointConfiguration = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\InferenceRecommendation' {EndpointOutputConfiguration
endpointConfiguration :: EndpointOutputConfiguration
$sel:endpointConfiguration:InferenceRecommendation' :: InferenceRecommendation -> EndpointOutputConfiguration
endpointConfiguration} -> EndpointOutputConfiguration
endpointConfiguration) (\s :: InferenceRecommendation
s@InferenceRecommendation' {} EndpointOutputConfiguration
a -> InferenceRecommendation
s {$sel:endpointConfiguration:InferenceRecommendation' :: EndpointOutputConfiguration
endpointConfiguration = EndpointOutputConfiguration
a} :: InferenceRecommendation)

-- | Defines the model configuration.
inferenceRecommendation_modelConfiguration :: Lens.Lens' InferenceRecommendation ModelConfiguration
inferenceRecommendation_modelConfiguration :: Lens' InferenceRecommendation ModelConfiguration
inferenceRecommendation_modelConfiguration = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\InferenceRecommendation' {ModelConfiguration
modelConfiguration :: ModelConfiguration
$sel:modelConfiguration:InferenceRecommendation' :: InferenceRecommendation -> ModelConfiguration
modelConfiguration} -> ModelConfiguration
modelConfiguration) (\s :: InferenceRecommendation
s@InferenceRecommendation' {} ModelConfiguration
a -> InferenceRecommendation
s {$sel:modelConfiguration:InferenceRecommendation' :: ModelConfiguration
modelConfiguration = ModelConfiguration
a} :: InferenceRecommendation)

instance Data.FromJSON InferenceRecommendation where
  parseJSON :: Value -> Parser InferenceRecommendation
parseJSON =
    forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
      String
"InferenceRecommendation"
      ( \Object
x ->
          RecommendationMetrics
-> EndpointOutputConfiguration
-> ModelConfiguration
-> InferenceRecommendation
InferenceRecommendation'
            forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"Metrics")
            forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"EndpointConfiguration")
            forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"ModelConfiguration")
      )

instance Prelude.Hashable InferenceRecommendation where
  hashWithSalt :: Int -> InferenceRecommendation -> Int
hashWithSalt Int
_salt InferenceRecommendation' {ModelConfiguration
EndpointOutputConfiguration
RecommendationMetrics
modelConfiguration :: ModelConfiguration
endpointConfiguration :: EndpointOutputConfiguration
metrics :: RecommendationMetrics
$sel:modelConfiguration:InferenceRecommendation' :: InferenceRecommendation -> ModelConfiguration
$sel:endpointConfiguration:InferenceRecommendation' :: InferenceRecommendation -> EndpointOutputConfiguration
$sel:metrics:InferenceRecommendation' :: InferenceRecommendation -> RecommendationMetrics
..} =
    Int
_salt
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` RecommendationMetrics
metrics
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` EndpointOutputConfiguration
endpointConfiguration
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` ModelConfiguration
modelConfiguration

instance Prelude.NFData InferenceRecommendation where
  rnf :: InferenceRecommendation -> ()
rnf InferenceRecommendation' {ModelConfiguration
EndpointOutputConfiguration
RecommendationMetrics
modelConfiguration :: ModelConfiguration
endpointConfiguration :: EndpointOutputConfiguration
metrics :: RecommendationMetrics
$sel:modelConfiguration:InferenceRecommendation' :: InferenceRecommendation -> ModelConfiguration
$sel:endpointConfiguration:InferenceRecommendation' :: InferenceRecommendation -> EndpointOutputConfiguration
$sel:metrics:InferenceRecommendation' :: InferenceRecommendation -> RecommendationMetrics
..} =
    forall a. NFData a => a -> ()
Prelude.rnf RecommendationMetrics
metrics
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf EndpointOutputConfiguration
endpointConfiguration
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf ModelConfiguration
modelConfiguration