{-# 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.RealTimeInferenceConfig
-- 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.RealTimeInferenceConfig 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.InstanceType

-- | The infrastructure configuration for deploying the model to a real-time
-- inference endpoint.
--
-- /See:/ 'newRealTimeInferenceConfig' smart constructor.
data RealTimeInferenceConfig = RealTimeInferenceConfig'
  { -- | The instance type the model is deployed to.
    RealTimeInferenceConfig -> InstanceType
instanceType :: InstanceType,
    -- | The number of instances of the type specified by @InstanceType@.
    RealTimeInferenceConfig -> Natural
instanceCount :: Prelude.Natural
  }
  deriving (RealTimeInferenceConfig -> RealTimeInferenceConfig -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: RealTimeInferenceConfig -> RealTimeInferenceConfig -> Bool
$c/= :: RealTimeInferenceConfig -> RealTimeInferenceConfig -> Bool
== :: RealTimeInferenceConfig -> RealTimeInferenceConfig -> Bool
$c== :: RealTimeInferenceConfig -> RealTimeInferenceConfig -> Bool
Prelude.Eq, ReadPrec [RealTimeInferenceConfig]
ReadPrec RealTimeInferenceConfig
Int -> ReadS RealTimeInferenceConfig
ReadS [RealTimeInferenceConfig]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [RealTimeInferenceConfig]
$creadListPrec :: ReadPrec [RealTimeInferenceConfig]
readPrec :: ReadPrec RealTimeInferenceConfig
$creadPrec :: ReadPrec RealTimeInferenceConfig
readList :: ReadS [RealTimeInferenceConfig]
$creadList :: ReadS [RealTimeInferenceConfig]
readsPrec :: Int -> ReadS RealTimeInferenceConfig
$creadsPrec :: Int -> ReadS RealTimeInferenceConfig
Prelude.Read, Int -> RealTimeInferenceConfig -> ShowS
[RealTimeInferenceConfig] -> ShowS
RealTimeInferenceConfig -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [RealTimeInferenceConfig] -> ShowS
$cshowList :: [RealTimeInferenceConfig] -> ShowS
show :: RealTimeInferenceConfig -> String
$cshow :: RealTimeInferenceConfig -> String
showsPrec :: Int -> RealTimeInferenceConfig -> ShowS
$cshowsPrec :: Int -> RealTimeInferenceConfig -> ShowS
Prelude.Show, forall x. Rep RealTimeInferenceConfig x -> RealTimeInferenceConfig
forall x. RealTimeInferenceConfig -> Rep RealTimeInferenceConfig x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep RealTimeInferenceConfig x -> RealTimeInferenceConfig
$cfrom :: forall x. RealTimeInferenceConfig -> Rep RealTimeInferenceConfig x
Prelude.Generic)

-- |
-- Create a value of 'RealTimeInferenceConfig' 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:
--
-- 'instanceType', 'realTimeInferenceConfig_instanceType' - The instance type the model is deployed to.
--
-- 'instanceCount', 'realTimeInferenceConfig_instanceCount' - The number of instances of the type specified by @InstanceType@.
newRealTimeInferenceConfig ::
  -- | 'instanceType'
  InstanceType ->
  -- | 'instanceCount'
  Prelude.Natural ->
  RealTimeInferenceConfig
newRealTimeInferenceConfig :: InstanceType -> Natural -> RealTimeInferenceConfig
newRealTimeInferenceConfig
  InstanceType
pInstanceType_
  Natural
pInstanceCount_ =
    RealTimeInferenceConfig'
      { $sel:instanceType:RealTimeInferenceConfig' :: InstanceType
instanceType =
          InstanceType
pInstanceType_,
        $sel:instanceCount:RealTimeInferenceConfig' :: Natural
instanceCount = Natural
pInstanceCount_
      }

-- | The instance type the model is deployed to.
realTimeInferenceConfig_instanceType :: Lens.Lens' RealTimeInferenceConfig InstanceType
realTimeInferenceConfig_instanceType :: Lens' RealTimeInferenceConfig InstanceType
realTimeInferenceConfig_instanceType = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\RealTimeInferenceConfig' {InstanceType
instanceType :: InstanceType
$sel:instanceType:RealTimeInferenceConfig' :: RealTimeInferenceConfig -> InstanceType
instanceType} -> InstanceType
instanceType) (\s :: RealTimeInferenceConfig
s@RealTimeInferenceConfig' {} InstanceType
a -> RealTimeInferenceConfig
s {$sel:instanceType:RealTimeInferenceConfig' :: InstanceType
instanceType = InstanceType
a} :: RealTimeInferenceConfig)

-- | The number of instances of the type specified by @InstanceType@.
realTimeInferenceConfig_instanceCount :: Lens.Lens' RealTimeInferenceConfig Prelude.Natural
realTimeInferenceConfig_instanceCount :: Lens' RealTimeInferenceConfig Natural
realTimeInferenceConfig_instanceCount = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\RealTimeInferenceConfig' {Natural
instanceCount :: Natural
$sel:instanceCount:RealTimeInferenceConfig' :: RealTimeInferenceConfig -> Natural
instanceCount} -> Natural
instanceCount) (\s :: RealTimeInferenceConfig
s@RealTimeInferenceConfig' {} Natural
a -> RealTimeInferenceConfig
s {$sel:instanceCount:RealTimeInferenceConfig' :: Natural
instanceCount = Natural
a} :: RealTimeInferenceConfig)

instance Data.FromJSON RealTimeInferenceConfig where
  parseJSON :: Value -> Parser RealTimeInferenceConfig
parseJSON =
    forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
      String
"RealTimeInferenceConfig"
      ( \Object
x ->
          InstanceType -> Natural -> RealTimeInferenceConfig
RealTimeInferenceConfig'
            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
"InstanceType")
            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
"InstanceCount")
      )

instance Prelude.Hashable RealTimeInferenceConfig where
  hashWithSalt :: Int -> RealTimeInferenceConfig -> Int
hashWithSalt Int
_salt RealTimeInferenceConfig' {Natural
InstanceType
instanceCount :: Natural
instanceType :: InstanceType
$sel:instanceCount:RealTimeInferenceConfig' :: RealTimeInferenceConfig -> Natural
$sel:instanceType:RealTimeInferenceConfig' :: RealTimeInferenceConfig -> InstanceType
..} =
    Int
_salt
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` InstanceType
instanceType
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Natural
instanceCount

instance Prelude.NFData RealTimeInferenceConfig where
  rnf :: RealTimeInferenceConfig -> ()
rnf RealTimeInferenceConfig' {Natural
InstanceType
instanceCount :: Natural
instanceType :: InstanceType
$sel:instanceCount:RealTimeInferenceConfig' :: RealTimeInferenceConfig -> Natural
$sel:instanceType:RealTimeInferenceConfig' :: RealTimeInferenceConfig -> InstanceType
..} =
    forall a. NFData a => a -> ()
Prelude.rnf InstanceType
instanceType
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Natural
instanceCount

instance Data.ToJSON RealTimeInferenceConfig where
  toJSON :: RealTimeInferenceConfig -> Value
toJSON RealTimeInferenceConfig' {Natural
InstanceType
instanceCount :: Natural
instanceType :: InstanceType
$sel:instanceCount:RealTimeInferenceConfig' :: RealTimeInferenceConfig -> Natural
$sel:instanceType:RealTimeInferenceConfig' :: RealTimeInferenceConfig -> InstanceType
..} =
    [Pair] -> Value
Data.object
      ( forall a. [Maybe a] -> [a]
Prelude.catMaybes
          [ forall a. a -> Maybe a
Prelude.Just (Key
"InstanceType" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= InstanceType
instanceType),
            forall a. a -> Maybe a
Prelude.Just
              (Key
"InstanceCount" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= Natural
instanceCount)
          ]
      )