{-# 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.DriftCheckModelQuality
-- 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.DriftCheckModelQuality 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.MetricsSource

-- | Represents the drift check model quality baselines that can be used when
-- the model monitor is set using the model package.
--
-- /See:/ 'newDriftCheckModelQuality' smart constructor.
data DriftCheckModelQuality = DriftCheckModelQuality'
  { -- | The drift check model quality constraints.
    DriftCheckModelQuality -> Maybe MetricsSource
constraints :: Prelude.Maybe MetricsSource,
    -- | The drift check model quality statistics.
    DriftCheckModelQuality -> Maybe MetricsSource
statistics :: Prelude.Maybe MetricsSource
  }
  deriving (DriftCheckModelQuality -> DriftCheckModelQuality -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: DriftCheckModelQuality -> DriftCheckModelQuality -> Bool
$c/= :: DriftCheckModelQuality -> DriftCheckModelQuality -> Bool
== :: DriftCheckModelQuality -> DriftCheckModelQuality -> Bool
$c== :: DriftCheckModelQuality -> DriftCheckModelQuality -> Bool
Prelude.Eq, ReadPrec [DriftCheckModelQuality]
ReadPrec DriftCheckModelQuality
Int -> ReadS DriftCheckModelQuality
ReadS [DriftCheckModelQuality]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [DriftCheckModelQuality]
$creadListPrec :: ReadPrec [DriftCheckModelQuality]
readPrec :: ReadPrec DriftCheckModelQuality
$creadPrec :: ReadPrec DriftCheckModelQuality
readList :: ReadS [DriftCheckModelQuality]
$creadList :: ReadS [DriftCheckModelQuality]
readsPrec :: Int -> ReadS DriftCheckModelQuality
$creadsPrec :: Int -> ReadS DriftCheckModelQuality
Prelude.Read, Int -> DriftCheckModelQuality -> ShowS
[DriftCheckModelQuality] -> ShowS
DriftCheckModelQuality -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [DriftCheckModelQuality] -> ShowS
$cshowList :: [DriftCheckModelQuality] -> ShowS
show :: DriftCheckModelQuality -> String
$cshow :: DriftCheckModelQuality -> String
showsPrec :: Int -> DriftCheckModelQuality -> ShowS
$cshowsPrec :: Int -> DriftCheckModelQuality -> ShowS
Prelude.Show, forall x. Rep DriftCheckModelQuality x -> DriftCheckModelQuality
forall x. DriftCheckModelQuality -> Rep DriftCheckModelQuality x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep DriftCheckModelQuality x -> DriftCheckModelQuality
$cfrom :: forall x. DriftCheckModelQuality -> Rep DriftCheckModelQuality x
Prelude.Generic)

-- |
-- Create a value of 'DriftCheckModelQuality' 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:
--
-- 'constraints', 'driftCheckModelQuality_constraints' - The drift check model quality constraints.
--
-- 'statistics', 'driftCheckModelQuality_statistics' - The drift check model quality statistics.
newDriftCheckModelQuality ::
  DriftCheckModelQuality
newDriftCheckModelQuality :: DriftCheckModelQuality
newDriftCheckModelQuality =
  DriftCheckModelQuality'
    { $sel:constraints:DriftCheckModelQuality' :: Maybe MetricsSource
constraints =
        forall a. Maybe a
Prelude.Nothing,
      $sel:statistics:DriftCheckModelQuality' :: Maybe MetricsSource
statistics = forall a. Maybe a
Prelude.Nothing
    }

-- | The drift check model quality constraints.
driftCheckModelQuality_constraints :: Lens.Lens' DriftCheckModelQuality (Prelude.Maybe MetricsSource)
driftCheckModelQuality_constraints :: Lens' DriftCheckModelQuality (Maybe MetricsSource)
driftCheckModelQuality_constraints = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DriftCheckModelQuality' {Maybe MetricsSource
constraints :: Maybe MetricsSource
$sel:constraints:DriftCheckModelQuality' :: DriftCheckModelQuality -> Maybe MetricsSource
constraints} -> Maybe MetricsSource
constraints) (\s :: DriftCheckModelQuality
s@DriftCheckModelQuality' {} Maybe MetricsSource
a -> DriftCheckModelQuality
s {$sel:constraints:DriftCheckModelQuality' :: Maybe MetricsSource
constraints = Maybe MetricsSource
a} :: DriftCheckModelQuality)

-- | The drift check model quality statistics.
driftCheckModelQuality_statistics :: Lens.Lens' DriftCheckModelQuality (Prelude.Maybe MetricsSource)
driftCheckModelQuality_statistics :: Lens' DriftCheckModelQuality (Maybe MetricsSource)
driftCheckModelQuality_statistics = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DriftCheckModelQuality' {Maybe MetricsSource
statistics :: Maybe MetricsSource
$sel:statistics:DriftCheckModelQuality' :: DriftCheckModelQuality -> Maybe MetricsSource
statistics} -> Maybe MetricsSource
statistics) (\s :: DriftCheckModelQuality
s@DriftCheckModelQuality' {} Maybe MetricsSource
a -> DriftCheckModelQuality
s {$sel:statistics:DriftCheckModelQuality' :: Maybe MetricsSource
statistics = Maybe MetricsSource
a} :: DriftCheckModelQuality)

instance Data.FromJSON DriftCheckModelQuality where
  parseJSON :: Value -> Parser DriftCheckModelQuality
parseJSON =
    forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
      String
"DriftCheckModelQuality"
      ( \Object
x ->
          Maybe MetricsSource
-> Maybe MetricsSource -> DriftCheckModelQuality
DriftCheckModelQuality'
            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
"Constraints")
            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
"Statistics")
      )

instance Prelude.Hashable DriftCheckModelQuality where
  hashWithSalt :: Int -> DriftCheckModelQuality -> Int
hashWithSalt Int
_salt DriftCheckModelQuality' {Maybe MetricsSource
statistics :: Maybe MetricsSource
constraints :: Maybe MetricsSource
$sel:statistics:DriftCheckModelQuality' :: DriftCheckModelQuality -> Maybe MetricsSource
$sel:constraints:DriftCheckModelQuality' :: DriftCheckModelQuality -> Maybe MetricsSource
..} =
    Int
_salt
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe MetricsSource
constraints
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe MetricsSource
statistics

instance Prelude.NFData DriftCheckModelQuality where
  rnf :: DriftCheckModelQuality -> ()
rnf DriftCheckModelQuality' {Maybe MetricsSource
statistics :: Maybe MetricsSource
constraints :: Maybe MetricsSource
$sel:statistics:DriftCheckModelQuality' :: DriftCheckModelQuality -> Maybe MetricsSource
$sel:constraints:DriftCheckModelQuality' :: DriftCheckModelQuality -> Maybe MetricsSource
..} =
    forall a. NFData a => a -> ()
Prelude.rnf Maybe MetricsSource
constraints
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe MetricsSource
statistics

instance Data.ToJSON DriftCheckModelQuality where
  toJSON :: DriftCheckModelQuality -> Value
toJSON DriftCheckModelQuality' {Maybe MetricsSource
statistics :: Maybe MetricsSource
constraints :: Maybe MetricsSource
$sel:statistics:DriftCheckModelQuality' :: DriftCheckModelQuality -> Maybe MetricsSource
$sel:constraints:DriftCheckModelQuality' :: DriftCheckModelQuality -> Maybe MetricsSource
..} =
    [Pair] -> Value
Data.object
      ( forall a. [Maybe a] -> [a]
Prelude.catMaybes
          [ (Key
"Constraints" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe MetricsSource
constraints,
            (Key
"Statistics" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe MetricsSource
statistics
          ]
      )