{-# 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 #-}
module Amazonka.SageMaker.Types.DriftCheckBaselines 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.DriftCheckBias
import Amazonka.SageMaker.Types.DriftCheckExplainability
import Amazonka.SageMaker.Types.DriftCheckModelDataQuality
import Amazonka.SageMaker.Types.DriftCheckModelQuality
data DriftCheckBaselines = DriftCheckBaselines'
{
DriftCheckBaselines -> Maybe DriftCheckBias
bias :: Prelude.Maybe DriftCheckBias,
DriftCheckBaselines -> Maybe DriftCheckExplainability
explainability :: Prelude.Maybe DriftCheckExplainability,
DriftCheckBaselines -> Maybe DriftCheckModelDataQuality
modelDataQuality :: Prelude.Maybe DriftCheckModelDataQuality,
DriftCheckBaselines -> Maybe DriftCheckModelQuality
modelQuality :: Prelude.Maybe DriftCheckModelQuality
}
deriving (DriftCheckBaselines -> DriftCheckBaselines -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: DriftCheckBaselines -> DriftCheckBaselines -> Bool
$c/= :: DriftCheckBaselines -> DriftCheckBaselines -> Bool
== :: DriftCheckBaselines -> DriftCheckBaselines -> Bool
$c== :: DriftCheckBaselines -> DriftCheckBaselines -> Bool
Prelude.Eq, ReadPrec [DriftCheckBaselines]
ReadPrec DriftCheckBaselines
Int -> ReadS DriftCheckBaselines
ReadS [DriftCheckBaselines]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [DriftCheckBaselines]
$creadListPrec :: ReadPrec [DriftCheckBaselines]
readPrec :: ReadPrec DriftCheckBaselines
$creadPrec :: ReadPrec DriftCheckBaselines
readList :: ReadS [DriftCheckBaselines]
$creadList :: ReadS [DriftCheckBaselines]
readsPrec :: Int -> ReadS DriftCheckBaselines
$creadsPrec :: Int -> ReadS DriftCheckBaselines
Prelude.Read, Int -> DriftCheckBaselines -> ShowS
[DriftCheckBaselines] -> ShowS
DriftCheckBaselines -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [DriftCheckBaselines] -> ShowS
$cshowList :: [DriftCheckBaselines] -> ShowS
show :: DriftCheckBaselines -> String
$cshow :: DriftCheckBaselines -> String
showsPrec :: Int -> DriftCheckBaselines -> ShowS
$cshowsPrec :: Int -> DriftCheckBaselines -> ShowS
Prelude.Show, forall x. Rep DriftCheckBaselines x -> DriftCheckBaselines
forall x. DriftCheckBaselines -> Rep DriftCheckBaselines x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep DriftCheckBaselines x -> DriftCheckBaselines
$cfrom :: forall x. DriftCheckBaselines -> Rep DriftCheckBaselines x
Prelude.Generic)
newDriftCheckBaselines ::
DriftCheckBaselines
newDriftCheckBaselines :: DriftCheckBaselines
newDriftCheckBaselines =
DriftCheckBaselines'
{ $sel:bias:DriftCheckBaselines' :: Maybe DriftCheckBias
bias = forall a. Maybe a
Prelude.Nothing,
$sel:explainability:DriftCheckBaselines' :: Maybe DriftCheckExplainability
explainability = forall a. Maybe a
Prelude.Nothing,
$sel:modelDataQuality:DriftCheckBaselines' :: Maybe DriftCheckModelDataQuality
modelDataQuality = forall a. Maybe a
Prelude.Nothing,
$sel:modelQuality:DriftCheckBaselines' :: Maybe DriftCheckModelQuality
modelQuality = forall a. Maybe a
Prelude.Nothing
}
driftCheckBaselines_bias :: Lens.Lens' DriftCheckBaselines (Prelude.Maybe DriftCheckBias)
driftCheckBaselines_bias :: Lens' DriftCheckBaselines (Maybe DriftCheckBias)
driftCheckBaselines_bias = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DriftCheckBaselines' {Maybe DriftCheckBias
bias :: Maybe DriftCheckBias
$sel:bias:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckBias
bias} -> Maybe DriftCheckBias
bias) (\s :: DriftCheckBaselines
s@DriftCheckBaselines' {} Maybe DriftCheckBias
a -> DriftCheckBaselines
s {$sel:bias:DriftCheckBaselines' :: Maybe DriftCheckBias
bias = Maybe DriftCheckBias
a} :: DriftCheckBaselines)
driftCheckBaselines_explainability :: Lens.Lens' DriftCheckBaselines (Prelude.Maybe DriftCheckExplainability)
driftCheckBaselines_explainability :: Lens' DriftCheckBaselines (Maybe DriftCheckExplainability)
driftCheckBaselines_explainability = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DriftCheckBaselines' {Maybe DriftCheckExplainability
explainability :: Maybe DriftCheckExplainability
$sel:explainability:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckExplainability
explainability} -> Maybe DriftCheckExplainability
explainability) (\s :: DriftCheckBaselines
s@DriftCheckBaselines' {} Maybe DriftCheckExplainability
a -> DriftCheckBaselines
s {$sel:explainability:DriftCheckBaselines' :: Maybe DriftCheckExplainability
explainability = Maybe DriftCheckExplainability
a} :: DriftCheckBaselines)
driftCheckBaselines_modelDataQuality :: Lens.Lens' DriftCheckBaselines (Prelude.Maybe DriftCheckModelDataQuality)
driftCheckBaselines_modelDataQuality :: Lens' DriftCheckBaselines (Maybe DriftCheckModelDataQuality)
driftCheckBaselines_modelDataQuality = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DriftCheckBaselines' {Maybe DriftCheckModelDataQuality
modelDataQuality :: Maybe DriftCheckModelDataQuality
$sel:modelDataQuality:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckModelDataQuality
modelDataQuality} -> Maybe DriftCheckModelDataQuality
modelDataQuality) (\s :: DriftCheckBaselines
s@DriftCheckBaselines' {} Maybe DriftCheckModelDataQuality
a -> DriftCheckBaselines
s {$sel:modelDataQuality:DriftCheckBaselines' :: Maybe DriftCheckModelDataQuality
modelDataQuality = Maybe DriftCheckModelDataQuality
a} :: DriftCheckBaselines)
driftCheckBaselines_modelQuality :: Lens.Lens' DriftCheckBaselines (Prelude.Maybe DriftCheckModelQuality)
driftCheckBaselines_modelQuality :: Lens' DriftCheckBaselines (Maybe DriftCheckModelQuality)
driftCheckBaselines_modelQuality = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DriftCheckBaselines' {Maybe DriftCheckModelQuality
modelQuality :: Maybe DriftCheckModelQuality
$sel:modelQuality:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckModelQuality
modelQuality} -> Maybe DriftCheckModelQuality
modelQuality) (\s :: DriftCheckBaselines
s@DriftCheckBaselines' {} Maybe DriftCheckModelQuality
a -> DriftCheckBaselines
s {$sel:modelQuality:DriftCheckBaselines' :: Maybe DriftCheckModelQuality
modelQuality = Maybe DriftCheckModelQuality
a} :: DriftCheckBaselines)
instance Data.FromJSON DriftCheckBaselines where
parseJSON :: Value -> Parser DriftCheckBaselines
parseJSON =
forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
String
"DriftCheckBaselines"
( \Object
x ->
Maybe DriftCheckBias
-> Maybe DriftCheckExplainability
-> Maybe DriftCheckModelDataQuality
-> Maybe DriftCheckModelQuality
-> DriftCheckBaselines
DriftCheckBaselines'
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
"Bias")
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
"Explainability")
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
"ModelDataQuality")
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
"ModelQuality")
)
instance Prelude.Hashable DriftCheckBaselines where
hashWithSalt :: Int -> DriftCheckBaselines -> Int
hashWithSalt Int
_salt DriftCheckBaselines' {Maybe DriftCheckModelQuality
Maybe DriftCheckModelDataQuality
Maybe DriftCheckExplainability
Maybe DriftCheckBias
modelQuality :: Maybe DriftCheckModelQuality
modelDataQuality :: Maybe DriftCheckModelDataQuality
explainability :: Maybe DriftCheckExplainability
bias :: Maybe DriftCheckBias
$sel:modelQuality:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckModelQuality
$sel:modelDataQuality:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckModelDataQuality
$sel:explainability:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckExplainability
$sel:bias:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckBias
..} =
Int
_salt
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe DriftCheckBias
bias
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe DriftCheckExplainability
explainability
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe DriftCheckModelDataQuality
modelDataQuality
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe DriftCheckModelQuality
modelQuality
instance Prelude.NFData DriftCheckBaselines where
rnf :: DriftCheckBaselines -> ()
rnf DriftCheckBaselines' {Maybe DriftCheckModelQuality
Maybe DriftCheckModelDataQuality
Maybe DriftCheckExplainability
Maybe DriftCheckBias
modelQuality :: Maybe DriftCheckModelQuality
modelDataQuality :: Maybe DriftCheckModelDataQuality
explainability :: Maybe DriftCheckExplainability
bias :: Maybe DriftCheckBias
$sel:modelQuality:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckModelQuality
$sel:modelDataQuality:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckModelDataQuality
$sel:explainability:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckExplainability
$sel:bias:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckBias
..} =
forall a. NFData a => a -> ()
Prelude.rnf Maybe DriftCheckBias
bias
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe DriftCheckExplainability
explainability
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe DriftCheckModelDataQuality
modelDataQuality
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe DriftCheckModelQuality
modelQuality
instance Data.ToJSON DriftCheckBaselines where
toJSON :: DriftCheckBaselines -> Value
toJSON DriftCheckBaselines' {Maybe DriftCheckModelQuality
Maybe DriftCheckModelDataQuality
Maybe DriftCheckExplainability
Maybe DriftCheckBias
modelQuality :: Maybe DriftCheckModelQuality
modelDataQuality :: Maybe DriftCheckModelDataQuality
explainability :: Maybe DriftCheckExplainability
bias :: Maybe DriftCheckBias
$sel:modelQuality:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckModelQuality
$sel:modelDataQuality:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckModelDataQuality
$sel:explainability:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckExplainability
$sel:bias:DriftCheckBaselines' :: DriftCheckBaselines -> Maybe DriftCheckBias
..} =
[Pair] -> Value
Data.object
( forall a. [Maybe a] -> [a]
Prelude.catMaybes
[ (Key
"Bias" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe DriftCheckBias
bias,
(Key
"Explainability" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe DriftCheckExplainability
explainability,
(Key
"ModelDataQuality" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe DriftCheckModelDataQuality
modelDataQuality,
(Key
"ModelQuality" 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 DriftCheckModelQuality
modelQuality
]
)