{-# 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.DriftCheckBias 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.FileSource
import Amazonka.SageMaker.Types.MetricsSource
data DriftCheckBias = DriftCheckBias'
{
DriftCheckBias -> Maybe FileSource
configFile :: Prelude.Maybe FileSource,
DriftCheckBias -> Maybe MetricsSource
postTrainingConstraints :: Prelude.Maybe MetricsSource,
DriftCheckBias -> Maybe MetricsSource
preTrainingConstraints :: Prelude.Maybe MetricsSource
}
deriving (DriftCheckBias -> DriftCheckBias -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: DriftCheckBias -> DriftCheckBias -> Bool
$c/= :: DriftCheckBias -> DriftCheckBias -> Bool
== :: DriftCheckBias -> DriftCheckBias -> Bool
$c== :: DriftCheckBias -> DriftCheckBias -> Bool
Prelude.Eq, ReadPrec [DriftCheckBias]
ReadPrec DriftCheckBias
Int -> ReadS DriftCheckBias
ReadS [DriftCheckBias]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [DriftCheckBias]
$creadListPrec :: ReadPrec [DriftCheckBias]
readPrec :: ReadPrec DriftCheckBias
$creadPrec :: ReadPrec DriftCheckBias
readList :: ReadS [DriftCheckBias]
$creadList :: ReadS [DriftCheckBias]
readsPrec :: Int -> ReadS DriftCheckBias
$creadsPrec :: Int -> ReadS DriftCheckBias
Prelude.Read, Int -> DriftCheckBias -> ShowS
[DriftCheckBias] -> ShowS
DriftCheckBias -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [DriftCheckBias] -> ShowS
$cshowList :: [DriftCheckBias] -> ShowS
show :: DriftCheckBias -> String
$cshow :: DriftCheckBias -> String
showsPrec :: Int -> DriftCheckBias -> ShowS
$cshowsPrec :: Int -> DriftCheckBias -> ShowS
Prelude.Show, forall x. Rep DriftCheckBias x -> DriftCheckBias
forall x. DriftCheckBias -> Rep DriftCheckBias x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep DriftCheckBias x -> DriftCheckBias
$cfrom :: forall x. DriftCheckBias -> Rep DriftCheckBias x
Prelude.Generic)
newDriftCheckBias ::
DriftCheckBias
newDriftCheckBias :: DriftCheckBias
newDriftCheckBias =
DriftCheckBias'
{ $sel:configFile:DriftCheckBias' :: Maybe FileSource
configFile = forall a. Maybe a
Prelude.Nothing,
$sel:postTrainingConstraints:DriftCheckBias' :: Maybe MetricsSource
postTrainingConstraints = forall a. Maybe a
Prelude.Nothing,
$sel:preTrainingConstraints:DriftCheckBias' :: Maybe MetricsSource
preTrainingConstraints = forall a. Maybe a
Prelude.Nothing
}
driftCheckBias_configFile :: Lens.Lens' DriftCheckBias (Prelude.Maybe FileSource)
driftCheckBias_configFile :: Lens' DriftCheckBias (Maybe FileSource)
driftCheckBias_configFile = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DriftCheckBias' {Maybe FileSource
configFile :: Maybe FileSource
$sel:configFile:DriftCheckBias' :: DriftCheckBias -> Maybe FileSource
configFile} -> Maybe FileSource
configFile) (\s :: DriftCheckBias
s@DriftCheckBias' {} Maybe FileSource
a -> DriftCheckBias
s {$sel:configFile:DriftCheckBias' :: Maybe FileSource
configFile = Maybe FileSource
a} :: DriftCheckBias)
driftCheckBias_postTrainingConstraints :: Lens.Lens' DriftCheckBias (Prelude.Maybe MetricsSource)
driftCheckBias_postTrainingConstraints :: Lens' DriftCheckBias (Maybe MetricsSource)
driftCheckBias_postTrainingConstraints = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DriftCheckBias' {Maybe MetricsSource
postTrainingConstraints :: Maybe MetricsSource
$sel:postTrainingConstraints:DriftCheckBias' :: DriftCheckBias -> Maybe MetricsSource
postTrainingConstraints} -> Maybe MetricsSource
postTrainingConstraints) (\s :: DriftCheckBias
s@DriftCheckBias' {} Maybe MetricsSource
a -> DriftCheckBias
s {$sel:postTrainingConstraints:DriftCheckBias' :: Maybe MetricsSource
postTrainingConstraints = Maybe MetricsSource
a} :: DriftCheckBias)
driftCheckBias_preTrainingConstraints :: Lens.Lens' DriftCheckBias (Prelude.Maybe MetricsSource)
driftCheckBias_preTrainingConstraints :: Lens' DriftCheckBias (Maybe MetricsSource)
driftCheckBias_preTrainingConstraints = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DriftCheckBias' {Maybe MetricsSource
preTrainingConstraints :: Maybe MetricsSource
$sel:preTrainingConstraints:DriftCheckBias' :: DriftCheckBias -> Maybe MetricsSource
preTrainingConstraints} -> Maybe MetricsSource
preTrainingConstraints) (\s :: DriftCheckBias
s@DriftCheckBias' {} Maybe MetricsSource
a -> DriftCheckBias
s {$sel:preTrainingConstraints:DriftCheckBias' :: Maybe MetricsSource
preTrainingConstraints = Maybe MetricsSource
a} :: DriftCheckBias)
instance Data.FromJSON DriftCheckBias where
parseJSON :: Value -> Parser DriftCheckBias
parseJSON =
forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
String
"DriftCheckBias"
( \Object
x ->
Maybe FileSource
-> Maybe MetricsSource -> Maybe MetricsSource -> DriftCheckBias
DriftCheckBias'
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
"ConfigFile")
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
"PostTrainingConstraints")
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
"PreTrainingConstraints")
)
instance Prelude.Hashable DriftCheckBias where
hashWithSalt :: Int -> DriftCheckBias -> Int
hashWithSalt Int
_salt DriftCheckBias' {Maybe FileSource
Maybe MetricsSource
preTrainingConstraints :: Maybe MetricsSource
postTrainingConstraints :: Maybe MetricsSource
configFile :: Maybe FileSource
$sel:preTrainingConstraints:DriftCheckBias' :: DriftCheckBias -> Maybe MetricsSource
$sel:postTrainingConstraints:DriftCheckBias' :: DriftCheckBias -> Maybe MetricsSource
$sel:configFile:DriftCheckBias' :: DriftCheckBias -> Maybe FileSource
..} =
Int
_salt
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe FileSource
configFile
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe MetricsSource
postTrainingConstraints
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe MetricsSource
preTrainingConstraints
instance Prelude.NFData DriftCheckBias where
rnf :: DriftCheckBias -> ()
rnf DriftCheckBias' {Maybe FileSource
Maybe MetricsSource
preTrainingConstraints :: Maybe MetricsSource
postTrainingConstraints :: Maybe MetricsSource
configFile :: Maybe FileSource
$sel:preTrainingConstraints:DriftCheckBias' :: DriftCheckBias -> Maybe MetricsSource
$sel:postTrainingConstraints:DriftCheckBias' :: DriftCheckBias -> Maybe MetricsSource
$sel:configFile:DriftCheckBias' :: DriftCheckBias -> Maybe FileSource
..} =
forall a. NFData a => a -> ()
Prelude.rnf Maybe FileSource
configFile
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe MetricsSource
postTrainingConstraints
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe MetricsSource
preTrainingConstraints
instance Data.ToJSON DriftCheckBias where
toJSON :: DriftCheckBias -> Value
toJSON DriftCheckBias' {Maybe FileSource
Maybe MetricsSource
preTrainingConstraints :: Maybe MetricsSource
postTrainingConstraints :: Maybe MetricsSource
configFile :: Maybe FileSource
$sel:preTrainingConstraints:DriftCheckBias' :: DriftCheckBias -> Maybe MetricsSource
$sel:postTrainingConstraints:DriftCheckBias' :: DriftCheckBias -> Maybe MetricsSource
$sel:configFile:DriftCheckBias' :: DriftCheckBias -> Maybe FileSource
..} =
[Pair] -> Value
Data.object
( forall a. [Maybe a] -> [a]
Prelude.catMaybes
[ (Key
"ConfigFile" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe FileSource
configFile,
(Key
"PostTrainingConstraints" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe MetricsSource
postTrainingConstraints,
(Key
"PreTrainingConstraints" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe MetricsSource
preTrainingConstraints
]
)