{-# 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.InferenceMetrics
-- 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.InferenceMetrics 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 metrics for an existing endpoint compared in an Inference
-- Recommender job.
--
-- /See:/ 'newInferenceMetrics' smart constructor.
data InferenceMetrics = InferenceMetrics'
  { -- | The expected maximum number of requests per minute for the instance.
    InferenceMetrics -> Int
maxInvocations :: Prelude.Int,
    -- | The expected model latency at maximum invocations per minute for the
    -- instance.
    InferenceMetrics -> Int
modelLatency :: Prelude.Int
  }
  deriving (InferenceMetrics -> InferenceMetrics -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: InferenceMetrics -> InferenceMetrics -> Bool
$c/= :: InferenceMetrics -> InferenceMetrics -> Bool
== :: InferenceMetrics -> InferenceMetrics -> Bool
$c== :: InferenceMetrics -> InferenceMetrics -> Bool
Prelude.Eq, ReadPrec [InferenceMetrics]
ReadPrec InferenceMetrics
Int -> ReadS InferenceMetrics
ReadS [InferenceMetrics]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [InferenceMetrics]
$creadListPrec :: ReadPrec [InferenceMetrics]
readPrec :: ReadPrec InferenceMetrics
$creadPrec :: ReadPrec InferenceMetrics
readList :: ReadS [InferenceMetrics]
$creadList :: ReadS [InferenceMetrics]
readsPrec :: Int -> ReadS InferenceMetrics
$creadsPrec :: Int -> ReadS InferenceMetrics
Prelude.Read, Int -> InferenceMetrics -> ShowS
[InferenceMetrics] -> ShowS
InferenceMetrics -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [InferenceMetrics] -> ShowS
$cshowList :: [InferenceMetrics] -> ShowS
show :: InferenceMetrics -> String
$cshow :: InferenceMetrics -> String
showsPrec :: Int -> InferenceMetrics -> ShowS
$cshowsPrec :: Int -> InferenceMetrics -> ShowS
Prelude.Show, forall x. Rep InferenceMetrics x -> InferenceMetrics
forall x. InferenceMetrics -> Rep InferenceMetrics x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep InferenceMetrics x -> InferenceMetrics
$cfrom :: forall x. InferenceMetrics -> Rep InferenceMetrics x
Prelude.Generic)

-- |
-- Create a value of 'InferenceMetrics' 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:
--
-- 'maxInvocations', 'inferenceMetrics_maxInvocations' - The expected maximum number of requests per minute for the instance.
--
-- 'modelLatency', 'inferenceMetrics_modelLatency' - The expected model latency at maximum invocations per minute for the
-- instance.
newInferenceMetrics ::
  -- | 'maxInvocations'
  Prelude.Int ->
  -- | 'modelLatency'
  Prelude.Int ->
  InferenceMetrics
newInferenceMetrics :: Int -> Int -> InferenceMetrics
newInferenceMetrics Int
pMaxInvocations_ Int
pModelLatency_ =
  InferenceMetrics'
    { $sel:maxInvocations:InferenceMetrics' :: Int
maxInvocations =
        Int
pMaxInvocations_,
      $sel:modelLatency:InferenceMetrics' :: Int
modelLatency = Int
pModelLatency_
    }

-- | The expected maximum number of requests per minute for the instance.
inferenceMetrics_maxInvocations :: Lens.Lens' InferenceMetrics Prelude.Int
inferenceMetrics_maxInvocations :: Lens' InferenceMetrics Int
inferenceMetrics_maxInvocations = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\InferenceMetrics' {Int
maxInvocations :: Int
$sel:maxInvocations:InferenceMetrics' :: InferenceMetrics -> Int
maxInvocations} -> Int
maxInvocations) (\s :: InferenceMetrics
s@InferenceMetrics' {} Int
a -> InferenceMetrics
s {$sel:maxInvocations:InferenceMetrics' :: Int
maxInvocations = Int
a} :: InferenceMetrics)

-- | The expected model latency at maximum invocations per minute for the
-- instance.
inferenceMetrics_modelLatency :: Lens.Lens' InferenceMetrics Prelude.Int
inferenceMetrics_modelLatency :: Lens' InferenceMetrics Int
inferenceMetrics_modelLatency = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\InferenceMetrics' {Int
modelLatency :: Int
$sel:modelLatency:InferenceMetrics' :: InferenceMetrics -> Int
modelLatency} -> Int
modelLatency) (\s :: InferenceMetrics
s@InferenceMetrics' {} Int
a -> InferenceMetrics
s {$sel:modelLatency:InferenceMetrics' :: Int
modelLatency = Int
a} :: InferenceMetrics)

instance Data.FromJSON InferenceMetrics where
  parseJSON :: Value -> Parser InferenceMetrics
parseJSON =
    forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
      String
"InferenceMetrics"
      ( \Object
x ->
          Int -> Int -> InferenceMetrics
InferenceMetrics'
            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
"MaxInvocations")
            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
"ModelLatency")
      )

instance Prelude.Hashable InferenceMetrics where
  hashWithSalt :: Int -> InferenceMetrics -> Int
hashWithSalt Int
_salt InferenceMetrics' {Int
modelLatency :: Int
maxInvocations :: Int
$sel:modelLatency:InferenceMetrics' :: InferenceMetrics -> Int
$sel:maxInvocations:InferenceMetrics' :: InferenceMetrics -> Int
..} =
    Int
_salt
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Int
maxInvocations
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Int
modelLatency

instance Prelude.NFData InferenceMetrics where
  rnf :: InferenceMetrics -> ()
rnf InferenceMetrics' {Int
modelLatency :: Int
maxInvocations :: Int
$sel:modelLatency:InferenceMetrics' :: InferenceMetrics -> Int
$sel:maxInvocations:InferenceMetrics' :: InferenceMetrics -> Int
..} =
    forall a. NFData a => a -> ()
Prelude.rnf Int
maxInvocations
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Int
modelLatency