{-# 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.ModelExplainabilityBaselineConfig
-- 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.ModelExplainabilityBaselineConfig 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.MonitoringConstraintsResource

-- | The configuration for a baseline model explainability job.
--
-- /See:/ 'newModelExplainabilityBaselineConfig' smart constructor.
data ModelExplainabilityBaselineConfig = ModelExplainabilityBaselineConfig'
  { -- | The name of the baseline model explainability job.
    ModelExplainabilityBaselineConfig -> Maybe Text
baseliningJobName :: Prelude.Maybe Prelude.Text,
    ModelExplainabilityBaselineConfig
-> Maybe MonitoringConstraintsResource
constraintsResource :: Prelude.Maybe MonitoringConstraintsResource
  }
  deriving (ModelExplainabilityBaselineConfig
-> ModelExplainabilityBaselineConfig -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: ModelExplainabilityBaselineConfig
-> ModelExplainabilityBaselineConfig -> Bool
$c/= :: ModelExplainabilityBaselineConfig
-> ModelExplainabilityBaselineConfig -> Bool
== :: ModelExplainabilityBaselineConfig
-> ModelExplainabilityBaselineConfig -> Bool
$c== :: ModelExplainabilityBaselineConfig
-> ModelExplainabilityBaselineConfig -> Bool
Prelude.Eq, ReadPrec [ModelExplainabilityBaselineConfig]
ReadPrec ModelExplainabilityBaselineConfig
Int -> ReadS ModelExplainabilityBaselineConfig
ReadS [ModelExplainabilityBaselineConfig]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [ModelExplainabilityBaselineConfig]
$creadListPrec :: ReadPrec [ModelExplainabilityBaselineConfig]
readPrec :: ReadPrec ModelExplainabilityBaselineConfig
$creadPrec :: ReadPrec ModelExplainabilityBaselineConfig
readList :: ReadS [ModelExplainabilityBaselineConfig]
$creadList :: ReadS [ModelExplainabilityBaselineConfig]
readsPrec :: Int -> ReadS ModelExplainabilityBaselineConfig
$creadsPrec :: Int -> ReadS ModelExplainabilityBaselineConfig
Prelude.Read, Int -> ModelExplainabilityBaselineConfig -> ShowS
[ModelExplainabilityBaselineConfig] -> ShowS
ModelExplainabilityBaselineConfig -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [ModelExplainabilityBaselineConfig] -> ShowS
$cshowList :: [ModelExplainabilityBaselineConfig] -> ShowS
show :: ModelExplainabilityBaselineConfig -> String
$cshow :: ModelExplainabilityBaselineConfig -> String
showsPrec :: Int -> ModelExplainabilityBaselineConfig -> ShowS
$cshowsPrec :: Int -> ModelExplainabilityBaselineConfig -> ShowS
Prelude.Show, forall x.
Rep ModelExplainabilityBaselineConfig x
-> ModelExplainabilityBaselineConfig
forall x.
ModelExplainabilityBaselineConfig
-> Rep ModelExplainabilityBaselineConfig x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x.
Rep ModelExplainabilityBaselineConfig x
-> ModelExplainabilityBaselineConfig
$cfrom :: forall x.
ModelExplainabilityBaselineConfig
-> Rep ModelExplainabilityBaselineConfig x
Prelude.Generic)

-- |
-- Create a value of 'ModelExplainabilityBaselineConfig' 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:
--
-- 'baseliningJobName', 'modelExplainabilityBaselineConfig_baseliningJobName' - The name of the baseline model explainability job.
--
-- 'constraintsResource', 'modelExplainabilityBaselineConfig_constraintsResource' - Undocumented member.
newModelExplainabilityBaselineConfig ::
  ModelExplainabilityBaselineConfig
newModelExplainabilityBaselineConfig :: ModelExplainabilityBaselineConfig
newModelExplainabilityBaselineConfig =
  ModelExplainabilityBaselineConfig'
    { $sel:baseliningJobName:ModelExplainabilityBaselineConfig' :: Maybe Text
baseliningJobName =
        forall a. Maybe a
Prelude.Nothing,
      $sel:constraintsResource:ModelExplainabilityBaselineConfig' :: Maybe MonitoringConstraintsResource
constraintsResource = forall a. Maybe a
Prelude.Nothing
    }

-- | The name of the baseline model explainability job.
modelExplainabilityBaselineConfig_baseliningJobName :: Lens.Lens' ModelExplainabilityBaselineConfig (Prelude.Maybe Prelude.Text)
modelExplainabilityBaselineConfig_baseliningJobName :: Lens' ModelExplainabilityBaselineConfig (Maybe Text)
modelExplainabilityBaselineConfig_baseliningJobName = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\ModelExplainabilityBaselineConfig' {Maybe Text
baseliningJobName :: Maybe Text
$sel:baseliningJobName:ModelExplainabilityBaselineConfig' :: ModelExplainabilityBaselineConfig -> Maybe Text
baseliningJobName} -> Maybe Text
baseliningJobName) (\s :: ModelExplainabilityBaselineConfig
s@ModelExplainabilityBaselineConfig' {} Maybe Text
a -> ModelExplainabilityBaselineConfig
s {$sel:baseliningJobName:ModelExplainabilityBaselineConfig' :: Maybe Text
baseliningJobName = Maybe Text
a} :: ModelExplainabilityBaselineConfig)

-- | Undocumented member.
modelExplainabilityBaselineConfig_constraintsResource :: Lens.Lens' ModelExplainabilityBaselineConfig (Prelude.Maybe MonitoringConstraintsResource)
modelExplainabilityBaselineConfig_constraintsResource :: Lens'
  ModelExplainabilityBaselineConfig
  (Maybe MonitoringConstraintsResource)
modelExplainabilityBaselineConfig_constraintsResource = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\ModelExplainabilityBaselineConfig' {Maybe MonitoringConstraintsResource
constraintsResource :: Maybe MonitoringConstraintsResource
$sel:constraintsResource:ModelExplainabilityBaselineConfig' :: ModelExplainabilityBaselineConfig
-> Maybe MonitoringConstraintsResource
constraintsResource} -> Maybe MonitoringConstraintsResource
constraintsResource) (\s :: ModelExplainabilityBaselineConfig
s@ModelExplainabilityBaselineConfig' {} Maybe MonitoringConstraintsResource
a -> ModelExplainabilityBaselineConfig
s {$sel:constraintsResource:ModelExplainabilityBaselineConfig' :: Maybe MonitoringConstraintsResource
constraintsResource = Maybe MonitoringConstraintsResource
a} :: ModelExplainabilityBaselineConfig)

instance
  Data.FromJSON
    ModelExplainabilityBaselineConfig
  where
  parseJSON :: Value -> Parser ModelExplainabilityBaselineConfig
parseJSON =
    forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
      String
"ModelExplainabilityBaselineConfig"
      ( \Object
x ->
          Maybe Text
-> Maybe MonitoringConstraintsResource
-> ModelExplainabilityBaselineConfig
ModelExplainabilityBaselineConfig'
            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
"BaseliningJobName")
            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
"ConstraintsResource")
      )

instance
  Prelude.Hashable
    ModelExplainabilityBaselineConfig
  where
  hashWithSalt :: Int -> ModelExplainabilityBaselineConfig -> Int
hashWithSalt
    Int
_salt
    ModelExplainabilityBaselineConfig' {Maybe Text
Maybe MonitoringConstraintsResource
constraintsResource :: Maybe MonitoringConstraintsResource
baseliningJobName :: Maybe Text
$sel:constraintsResource:ModelExplainabilityBaselineConfig' :: ModelExplainabilityBaselineConfig
-> Maybe MonitoringConstraintsResource
$sel:baseliningJobName:ModelExplainabilityBaselineConfig' :: ModelExplainabilityBaselineConfig -> Maybe Text
..} =
      Int
_salt
        forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Text
baseliningJobName
        forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe MonitoringConstraintsResource
constraintsResource

instance
  Prelude.NFData
    ModelExplainabilityBaselineConfig
  where
  rnf :: ModelExplainabilityBaselineConfig -> ()
rnf ModelExplainabilityBaselineConfig' {Maybe Text
Maybe MonitoringConstraintsResource
constraintsResource :: Maybe MonitoringConstraintsResource
baseliningJobName :: Maybe Text
$sel:constraintsResource:ModelExplainabilityBaselineConfig' :: ModelExplainabilityBaselineConfig
-> Maybe MonitoringConstraintsResource
$sel:baseliningJobName:ModelExplainabilityBaselineConfig' :: ModelExplainabilityBaselineConfig -> Maybe Text
..} =
    forall a. NFData a => a -> ()
Prelude.rnf Maybe Text
baseliningJobName
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe MonitoringConstraintsResource
constraintsResource

instance
  Data.ToJSON
    ModelExplainabilityBaselineConfig
  where
  toJSON :: ModelExplainabilityBaselineConfig -> Value
toJSON ModelExplainabilityBaselineConfig' {Maybe Text
Maybe MonitoringConstraintsResource
constraintsResource :: Maybe MonitoringConstraintsResource
baseliningJobName :: Maybe Text
$sel:constraintsResource:ModelExplainabilityBaselineConfig' :: ModelExplainabilityBaselineConfig
-> Maybe MonitoringConstraintsResource
$sel:baseliningJobName:ModelExplainabilityBaselineConfig' :: ModelExplainabilityBaselineConfig -> Maybe Text
..} =
    [Pair] -> Value
Data.object
      ( forall a. [Maybe a] -> [a]
Prelude.catMaybes
          [ (Key
"BaseliningJobName" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
              forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Text
baseliningJobName,
            (Key
"ConstraintsResource" 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 MonitoringConstraintsResource
constraintsResource
          ]
      )