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

-- |
-- Create a value of 'DriftCheckModelDataQuality' 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', 'driftCheckModelDataQuality_constraints' - The drift check model data quality constraints.
--
-- 'statistics', 'driftCheckModelDataQuality_statistics' - The drift check model data quality statistics.
newDriftCheckModelDataQuality ::
  DriftCheckModelDataQuality
newDriftCheckModelDataQuality :: DriftCheckModelDataQuality
newDriftCheckModelDataQuality =
  DriftCheckModelDataQuality'
    { $sel:constraints:DriftCheckModelDataQuality' :: Maybe MetricsSource
constraints =
        forall a. Maybe a
Prelude.Nothing,
      $sel:statistics:DriftCheckModelDataQuality' :: Maybe MetricsSource
statistics = forall a. Maybe a
Prelude.Nothing
    }

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

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

instance Data.FromJSON DriftCheckModelDataQuality where
  parseJSON :: Value -> Parser DriftCheckModelDataQuality
parseJSON =
    forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
      String
"DriftCheckModelDataQuality"
      ( \Object
x ->
          Maybe MetricsSource
-> Maybe MetricsSource -> DriftCheckModelDataQuality
DriftCheckModelDataQuality'
            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 DriftCheckModelDataQuality where
  hashWithSalt :: Int -> DriftCheckModelDataQuality -> Int
hashWithSalt Int
_salt DriftCheckModelDataQuality' {Maybe MetricsSource
statistics :: Maybe MetricsSource
constraints :: Maybe MetricsSource
$sel:statistics:DriftCheckModelDataQuality' :: DriftCheckModelDataQuality -> Maybe MetricsSource
$sel:constraints:DriftCheckModelDataQuality' :: DriftCheckModelDataQuality -> 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 DriftCheckModelDataQuality where
  rnf :: DriftCheckModelDataQuality -> ()
rnf DriftCheckModelDataQuality' {Maybe MetricsSource
statistics :: Maybe MetricsSource
constraints :: Maybe MetricsSource
$sel:statistics:DriftCheckModelDataQuality' :: DriftCheckModelDataQuality -> Maybe MetricsSource
$sel:constraints:DriftCheckModelDataQuality' :: DriftCheckModelDataQuality -> 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 DriftCheckModelDataQuality where
  toJSON :: DriftCheckModelDataQuality -> Value
toJSON DriftCheckModelDataQuality' {Maybe MetricsSource
statistics :: Maybe MetricsSource
constraints :: Maybe MetricsSource
$sel:statistics:DriftCheckModelDataQuality' :: DriftCheckModelDataQuality -> Maybe MetricsSource
$sel:constraints:DriftCheckModelDataQuality' :: DriftCheckModelDataQuality -> Maybe MetricsSource
..} =
    [Pair] -> Value
Data.object
      ( forall a. [Maybe a] -> [a]
Prelude.catMaybes
          [ (Key
"Constraints" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> 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
          ]
      )