{-# 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.AutoMLJobConfig 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.AutoMLCandidateGenerationConfig
import Amazonka.SageMaker.Types.AutoMLDataSplitConfig
import Amazonka.SageMaker.Types.AutoMLJobCompletionCriteria
import Amazonka.SageMaker.Types.AutoMLMode
import Amazonka.SageMaker.Types.AutoMLSecurityConfig
data AutoMLJobConfig = AutoMLJobConfig'
{
AutoMLJobConfig -> Maybe AutoMLCandidateGenerationConfig
candidateGenerationConfig :: Prelude.Maybe AutoMLCandidateGenerationConfig,
AutoMLJobConfig -> Maybe AutoMLJobCompletionCriteria
completionCriteria :: Prelude.Maybe AutoMLJobCompletionCriteria,
AutoMLJobConfig -> Maybe AutoMLDataSplitConfig
dataSplitConfig :: Prelude.Maybe AutoMLDataSplitConfig,
AutoMLJobConfig -> Maybe AutoMLMode
mode :: Prelude.Maybe AutoMLMode,
AutoMLJobConfig -> Maybe AutoMLSecurityConfig
securityConfig :: Prelude.Maybe AutoMLSecurityConfig
}
deriving (AutoMLJobConfig -> AutoMLJobConfig -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: AutoMLJobConfig -> AutoMLJobConfig -> Bool
$c/= :: AutoMLJobConfig -> AutoMLJobConfig -> Bool
== :: AutoMLJobConfig -> AutoMLJobConfig -> Bool
$c== :: AutoMLJobConfig -> AutoMLJobConfig -> Bool
Prelude.Eq, ReadPrec [AutoMLJobConfig]
ReadPrec AutoMLJobConfig
Int -> ReadS AutoMLJobConfig
ReadS [AutoMLJobConfig]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [AutoMLJobConfig]
$creadListPrec :: ReadPrec [AutoMLJobConfig]
readPrec :: ReadPrec AutoMLJobConfig
$creadPrec :: ReadPrec AutoMLJobConfig
readList :: ReadS [AutoMLJobConfig]
$creadList :: ReadS [AutoMLJobConfig]
readsPrec :: Int -> ReadS AutoMLJobConfig
$creadsPrec :: Int -> ReadS AutoMLJobConfig
Prelude.Read, Int -> AutoMLJobConfig -> ShowS
[AutoMLJobConfig] -> ShowS
AutoMLJobConfig -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [AutoMLJobConfig] -> ShowS
$cshowList :: [AutoMLJobConfig] -> ShowS
show :: AutoMLJobConfig -> String
$cshow :: AutoMLJobConfig -> String
showsPrec :: Int -> AutoMLJobConfig -> ShowS
$cshowsPrec :: Int -> AutoMLJobConfig -> ShowS
Prelude.Show, forall x. Rep AutoMLJobConfig x -> AutoMLJobConfig
forall x. AutoMLJobConfig -> Rep AutoMLJobConfig x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep AutoMLJobConfig x -> AutoMLJobConfig
$cfrom :: forall x. AutoMLJobConfig -> Rep AutoMLJobConfig x
Prelude.Generic)
newAutoMLJobConfig ::
AutoMLJobConfig
newAutoMLJobConfig :: AutoMLJobConfig
newAutoMLJobConfig =
AutoMLJobConfig'
{ $sel:candidateGenerationConfig:AutoMLJobConfig' :: Maybe AutoMLCandidateGenerationConfig
candidateGenerationConfig =
forall a. Maybe a
Prelude.Nothing,
$sel:completionCriteria:AutoMLJobConfig' :: Maybe AutoMLJobCompletionCriteria
completionCriteria = forall a. Maybe a
Prelude.Nothing,
$sel:dataSplitConfig:AutoMLJobConfig' :: Maybe AutoMLDataSplitConfig
dataSplitConfig = forall a. Maybe a
Prelude.Nothing,
$sel:mode:AutoMLJobConfig' :: Maybe AutoMLMode
mode = forall a. Maybe a
Prelude.Nothing,
$sel:securityConfig:AutoMLJobConfig' :: Maybe AutoMLSecurityConfig
securityConfig = forall a. Maybe a
Prelude.Nothing
}
autoMLJobConfig_candidateGenerationConfig :: Lens.Lens' AutoMLJobConfig (Prelude.Maybe AutoMLCandidateGenerationConfig)
autoMLJobConfig_candidateGenerationConfig :: Lens' AutoMLJobConfig (Maybe AutoMLCandidateGenerationConfig)
autoMLJobConfig_candidateGenerationConfig = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AutoMLJobConfig' {Maybe AutoMLCandidateGenerationConfig
candidateGenerationConfig :: Maybe AutoMLCandidateGenerationConfig
$sel:candidateGenerationConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLCandidateGenerationConfig
candidateGenerationConfig} -> Maybe AutoMLCandidateGenerationConfig
candidateGenerationConfig) (\s :: AutoMLJobConfig
s@AutoMLJobConfig' {} Maybe AutoMLCandidateGenerationConfig
a -> AutoMLJobConfig
s {$sel:candidateGenerationConfig:AutoMLJobConfig' :: Maybe AutoMLCandidateGenerationConfig
candidateGenerationConfig = Maybe AutoMLCandidateGenerationConfig
a} :: AutoMLJobConfig)
autoMLJobConfig_completionCriteria :: Lens.Lens' AutoMLJobConfig (Prelude.Maybe AutoMLJobCompletionCriteria)
autoMLJobConfig_completionCriteria :: Lens' AutoMLJobConfig (Maybe AutoMLJobCompletionCriteria)
autoMLJobConfig_completionCriteria = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AutoMLJobConfig' {Maybe AutoMLJobCompletionCriteria
completionCriteria :: Maybe AutoMLJobCompletionCriteria
$sel:completionCriteria:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLJobCompletionCriteria
completionCriteria} -> Maybe AutoMLJobCompletionCriteria
completionCriteria) (\s :: AutoMLJobConfig
s@AutoMLJobConfig' {} Maybe AutoMLJobCompletionCriteria
a -> AutoMLJobConfig
s {$sel:completionCriteria:AutoMLJobConfig' :: Maybe AutoMLJobCompletionCriteria
completionCriteria = Maybe AutoMLJobCompletionCriteria
a} :: AutoMLJobConfig)
autoMLJobConfig_dataSplitConfig :: Lens.Lens' AutoMLJobConfig (Prelude.Maybe AutoMLDataSplitConfig)
autoMLJobConfig_dataSplitConfig :: Lens' AutoMLJobConfig (Maybe AutoMLDataSplitConfig)
autoMLJobConfig_dataSplitConfig = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AutoMLJobConfig' {Maybe AutoMLDataSplitConfig
dataSplitConfig :: Maybe AutoMLDataSplitConfig
$sel:dataSplitConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLDataSplitConfig
dataSplitConfig} -> Maybe AutoMLDataSplitConfig
dataSplitConfig) (\s :: AutoMLJobConfig
s@AutoMLJobConfig' {} Maybe AutoMLDataSplitConfig
a -> AutoMLJobConfig
s {$sel:dataSplitConfig:AutoMLJobConfig' :: Maybe AutoMLDataSplitConfig
dataSplitConfig = Maybe AutoMLDataSplitConfig
a} :: AutoMLJobConfig)
autoMLJobConfig_mode :: Lens.Lens' AutoMLJobConfig (Prelude.Maybe AutoMLMode)
autoMLJobConfig_mode :: Lens' AutoMLJobConfig (Maybe AutoMLMode)
autoMLJobConfig_mode = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AutoMLJobConfig' {Maybe AutoMLMode
mode :: Maybe AutoMLMode
$sel:mode:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLMode
mode} -> Maybe AutoMLMode
mode) (\s :: AutoMLJobConfig
s@AutoMLJobConfig' {} Maybe AutoMLMode
a -> AutoMLJobConfig
s {$sel:mode:AutoMLJobConfig' :: Maybe AutoMLMode
mode = Maybe AutoMLMode
a} :: AutoMLJobConfig)
autoMLJobConfig_securityConfig :: Lens.Lens' AutoMLJobConfig (Prelude.Maybe AutoMLSecurityConfig)
autoMLJobConfig_securityConfig :: Lens' AutoMLJobConfig (Maybe AutoMLSecurityConfig)
autoMLJobConfig_securityConfig = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AutoMLJobConfig' {Maybe AutoMLSecurityConfig
securityConfig :: Maybe AutoMLSecurityConfig
$sel:securityConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLSecurityConfig
securityConfig} -> Maybe AutoMLSecurityConfig
securityConfig) (\s :: AutoMLJobConfig
s@AutoMLJobConfig' {} Maybe AutoMLSecurityConfig
a -> AutoMLJobConfig
s {$sel:securityConfig:AutoMLJobConfig' :: Maybe AutoMLSecurityConfig
securityConfig = Maybe AutoMLSecurityConfig
a} :: AutoMLJobConfig)
instance Data.FromJSON AutoMLJobConfig where
parseJSON :: Value -> Parser AutoMLJobConfig
parseJSON =
forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
String
"AutoMLJobConfig"
( \Object
x ->
Maybe AutoMLCandidateGenerationConfig
-> Maybe AutoMLJobCompletionCriteria
-> Maybe AutoMLDataSplitConfig
-> Maybe AutoMLMode
-> Maybe AutoMLSecurityConfig
-> AutoMLJobConfig
AutoMLJobConfig'
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
"CandidateGenerationConfig")
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
"CompletionCriteria")
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
"DataSplitConfig")
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
"Mode")
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
"SecurityConfig")
)
instance Prelude.Hashable AutoMLJobConfig where
hashWithSalt :: Int -> AutoMLJobConfig -> Int
hashWithSalt Int
_salt AutoMLJobConfig' {Maybe AutoMLCandidateGenerationConfig
Maybe AutoMLDataSplitConfig
Maybe AutoMLJobCompletionCriteria
Maybe AutoMLMode
Maybe AutoMLSecurityConfig
securityConfig :: Maybe AutoMLSecurityConfig
mode :: Maybe AutoMLMode
dataSplitConfig :: Maybe AutoMLDataSplitConfig
completionCriteria :: Maybe AutoMLJobCompletionCriteria
candidateGenerationConfig :: Maybe AutoMLCandidateGenerationConfig
$sel:securityConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLSecurityConfig
$sel:mode:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLMode
$sel:dataSplitConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLDataSplitConfig
$sel:completionCriteria:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLJobCompletionCriteria
$sel:candidateGenerationConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLCandidateGenerationConfig
..} =
Int
_salt
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe AutoMLCandidateGenerationConfig
candidateGenerationConfig
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe AutoMLJobCompletionCriteria
completionCriteria
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe AutoMLDataSplitConfig
dataSplitConfig
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe AutoMLMode
mode
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe AutoMLSecurityConfig
securityConfig
instance Prelude.NFData AutoMLJobConfig where
rnf :: AutoMLJobConfig -> ()
rnf AutoMLJobConfig' {Maybe AutoMLCandidateGenerationConfig
Maybe AutoMLDataSplitConfig
Maybe AutoMLJobCompletionCriteria
Maybe AutoMLMode
Maybe AutoMLSecurityConfig
securityConfig :: Maybe AutoMLSecurityConfig
mode :: Maybe AutoMLMode
dataSplitConfig :: Maybe AutoMLDataSplitConfig
completionCriteria :: Maybe AutoMLJobCompletionCriteria
candidateGenerationConfig :: Maybe AutoMLCandidateGenerationConfig
$sel:securityConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLSecurityConfig
$sel:mode:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLMode
$sel:dataSplitConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLDataSplitConfig
$sel:completionCriteria:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLJobCompletionCriteria
$sel:candidateGenerationConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLCandidateGenerationConfig
..} =
forall a. NFData a => a -> ()
Prelude.rnf Maybe AutoMLCandidateGenerationConfig
candidateGenerationConfig
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe AutoMLJobCompletionCriteria
completionCriteria
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe AutoMLDataSplitConfig
dataSplitConfig
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe AutoMLMode
mode
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe AutoMLSecurityConfig
securityConfig
instance Data.ToJSON AutoMLJobConfig where
toJSON :: AutoMLJobConfig -> Value
toJSON AutoMLJobConfig' {Maybe AutoMLCandidateGenerationConfig
Maybe AutoMLDataSplitConfig
Maybe AutoMLJobCompletionCriteria
Maybe AutoMLMode
Maybe AutoMLSecurityConfig
securityConfig :: Maybe AutoMLSecurityConfig
mode :: Maybe AutoMLMode
dataSplitConfig :: Maybe AutoMLDataSplitConfig
completionCriteria :: Maybe AutoMLJobCompletionCriteria
candidateGenerationConfig :: Maybe AutoMLCandidateGenerationConfig
$sel:securityConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLSecurityConfig
$sel:mode:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLMode
$sel:dataSplitConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLDataSplitConfig
$sel:completionCriteria:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLJobCompletionCriteria
$sel:candidateGenerationConfig:AutoMLJobConfig' :: AutoMLJobConfig -> Maybe AutoMLCandidateGenerationConfig
..} =
[Pair] -> Value
Data.object
( forall a. [Maybe a] -> [a]
Prelude.catMaybes
[ (Key
"CandidateGenerationConfig" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe AutoMLCandidateGenerationConfig
candidateGenerationConfig,
(Key
"CompletionCriteria" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe AutoMLJobCompletionCriteria
completionCriteria,
(Key
"DataSplitConfig" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe AutoMLDataSplitConfig
dataSplitConfig,
(Key
"Mode" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe AutoMLMode
mode,
(Key
"SecurityConfig" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe AutoMLSecurityConfig
securityConfig
]
)