{-# 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.HyperParameterTuningResourceConfig 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.HyperParameterTuningAllocationStrategy
import Amazonka.SageMaker.Types.HyperParameterTuningInstanceConfig
import Amazonka.SageMaker.Types.TrainingInstanceType
data HyperParameterTuningResourceConfig = HyperParameterTuningResourceConfig'
{
HyperParameterTuningResourceConfig
-> Maybe HyperParameterTuningAllocationStrategy
allocationStrategy :: Prelude.Maybe HyperParameterTuningAllocationStrategy,
HyperParameterTuningResourceConfig
-> Maybe (NonEmpty HyperParameterTuningInstanceConfig)
instanceConfigs :: Prelude.Maybe (Prelude.NonEmpty HyperParameterTuningInstanceConfig),
HyperParameterTuningResourceConfig -> Maybe Natural
instanceCount :: Prelude.Maybe Prelude.Natural,
HyperParameterTuningResourceConfig -> Maybe TrainingInstanceType
instanceType :: Prelude.Maybe TrainingInstanceType,
HyperParameterTuningResourceConfig -> Maybe Text
volumeKmsKeyId :: Prelude.Maybe Prelude.Text,
HyperParameterTuningResourceConfig -> Maybe Natural
volumeSizeInGB :: Prelude.Maybe Prelude.Natural
}
deriving (HyperParameterTuningResourceConfig
-> HyperParameterTuningResourceConfig -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: HyperParameterTuningResourceConfig
-> HyperParameterTuningResourceConfig -> Bool
$c/= :: HyperParameterTuningResourceConfig
-> HyperParameterTuningResourceConfig -> Bool
== :: HyperParameterTuningResourceConfig
-> HyperParameterTuningResourceConfig -> Bool
$c== :: HyperParameterTuningResourceConfig
-> HyperParameterTuningResourceConfig -> Bool
Prelude.Eq, ReadPrec [HyperParameterTuningResourceConfig]
ReadPrec HyperParameterTuningResourceConfig
Int -> ReadS HyperParameterTuningResourceConfig
ReadS [HyperParameterTuningResourceConfig]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [HyperParameterTuningResourceConfig]
$creadListPrec :: ReadPrec [HyperParameterTuningResourceConfig]
readPrec :: ReadPrec HyperParameterTuningResourceConfig
$creadPrec :: ReadPrec HyperParameterTuningResourceConfig
readList :: ReadS [HyperParameterTuningResourceConfig]
$creadList :: ReadS [HyperParameterTuningResourceConfig]
readsPrec :: Int -> ReadS HyperParameterTuningResourceConfig
$creadsPrec :: Int -> ReadS HyperParameterTuningResourceConfig
Prelude.Read, Int -> HyperParameterTuningResourceConfig -> ShowS
[HyperParameterTuningResourceConfig] -> ShowS
HyperParameterTuningResourceConfig -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [HyperParameterTuningResourceConfig] -> ShowS
$cshowList :: [HyperParameterTuningResourceConfig] -> ShowS
show :: HyperParameterTuningResourceConfig -> String
$cshow :: HyperParameterTuningResourceConfig -> String
showsPrec :: Int -> HyperParameterTuningResourceConfig -> ShowS
$cshowsPrec :: Int -> HyperParameterTuningResourceConfig -> ShowS
Prelude.Show, forall x.
Rep HyperParameterTuningResourceConfig x
-> HyperParameterTuningResourceConfig
forall x.
HyperParameterTuningResourceConfig
-> Rep HyperParameterTuningResourceConfig x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x.
Rep HyperParameterTuningResourceConfig x
-> HyperParameterTuningResourceConfig
$cfrom :: forall x.
HyperParameterTuningResourceConfig
-> Rep HyperParameterTuningResourceConfig x
Prelude.Generic)
newHyperParameterTuningResourceConfig ::
HyperParameterTuningResourceConfig
newHyperParameterTuningResourceConfig :: HyperParameterTuningResourceConfig
newHyperParameterTuningResourceConfig =
HyperParameterTuningResourceConfig'
{ $sel:allocationStrategy:HyperParameterTuningResourceConfig' :: Maybe HyperParameterTuningAllocationStrategy
allocationStrategy =
forall a. Maybe a
Prelude.Nothing,
$sel:instanceConfigs:HyperParameterTuningResourceConfig' :: Maybe (NonEmpty HyperParameterTuningInstanceConfig)
instanceConfigs = forall a. Maybe a
Prelude.Nothing,
$sel:instanceCount:HyperParameterTuningResourceConfig' :: Maybe Natural
instanceCount = forall a. Maybe a
Prelude.Nothing,
$sel:instanceType:HyperParameterTuningResourceConfig' :: Maybe TrainingInstanceType
instanceType = forall a. Maybe a
Prelude.Nothing,
$sel:volumeKmsKeyId:HyperParameterTuningResourceConfig' :: Maybe Text
volumeKmsKeyId = forall a. Maybe a
Prelude.Nothing,
$sel:volumeSizeInGB:HyperParameterTuningResourceConfig' :: Maybe Natural
volumeSizeInGB = forall a. Maybe a
Prelude.Nothing
}
hyperParameterTuningResourceConfig_allocationStrategy :: Lens.Lens' HyperParameterTuningResourceConfig (Prelude.Maybe HyperParameterTuningAllocationStrategy)
hyperParameterTuningResourceConfig_allocationStrategy :: Lens'
HyperParameterTuningResourceConfig
(Maybe HyperParameterTuningAllocationStrategy)
hyperParameterTuningResourceConfig_allocationStrategy = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTuningResourceConfig' {Maybe HyperParameterTuningAllocationStrategy
allocationStrategy :: Maybe HyperParameterTuningAllocationStrategy
$sel:allocationStrategy:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig
-> Maybe HyperParameterTuningAllocationStrategy
allocationStrategy} -> Maybe HyperParameterTuningAllocationStrategy
allocationStrategy) (\s :: HyperParameterTuningResourceConfig
s@HyperParameterTuningResourceConfig' {} Maybe HyperParameterTuningAllocationStrategy
a -> HyperParameterTuningResourceConfig
s {$sel:allocationStrategy:HyperParameterTuningResourceConfig' :: Maybe HyperParameterTuningAllocationStrategy
allocationStrategy = Maybe HyperParameterTuningAllocationStrategy
a} :: HyperParameterTuningResourceConfig)
hyperParameterTuningResourceConfig_instanceConfigs :: Lens.Lens' HyperParameterTuningResourceConfig (Prelude.Maybe (Prelude.NonEmpty HyperParameterTuningInstanceConfig))
hyperParameterTuningResourceConfig_instanceConfigs :: Lens'
HyperParameterTuningResourceConfig
(Maybe (NonEmpty HyperParameterTuningInstanceConfig))
hyperParameterTuningResourceConfig_instanceConfigs = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTuningResourceConfig' {Maybe (NonEmpty HyperParameterTuningInstanceConfig)
instanceConfigs :: Maybe (NonEmpty HyperParameterTuningInstanceConfig)
$sel:instanceConfigs:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig
-> Maybe (NonEmpty HyperParameterTuningInstanceConfig)
instanceConfigs} -> Maybe (NonEmpty HyperParameterTuningInstanceConfig)
instanceConfigs) (\s :: HyperParameterTuningResourceConfig
s@HyperParameterTuningResourceConfig' {} Maybe (NonEmpty HyperParameterTuningInstanceConfig)
a -> HyperParameterTuningResourceConfig
s {$sel:instanceConfigs:HyperParameterTuningResourceConfig' :: Maybe (NonEmpty HyperParameterTuningInstanceConfig)
instanceConfigs = Maybe (NonEmpty HyperParameterTuningInstanceConfig)
a} :: HyperParameterTuningResourceConfig) forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. forall (f :: * -> *) (g :: * -> *) s t a b.
(Functor f, Functor g) =>
AnIso s t a b -> Iso (f s) (g t) (f a) (g b)
Lens.mapping forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced
hyperParameterTuningResourceConfig_instanceCount :: Lens.Lens' HyperParameterTuningResourceConfig (Prelude.Maybe Prelude.Natural)
hyperParameterTuningResourceConfig_instanceCount :: Lens' HyperParameterTuningResourceConfig (Maybe Natural)
hyperParameterTuningResourceConfig_instanceCount = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTuningResourceConfig' {Maybe Natural
instanceCount :: Maybe Natural
$sel:instanceCount:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Natural
instanceCount} -> Maybe Natural
instanceCount) (\s :: HyperParameterTuningResourceConfig
s@HyperParameterTuningResourceConfig' {} Maybe Natural
a -> HyperParameterTuningResourceConfig
s {$sel:instanceCount:HyperParameterTuningResourceConfig' :: Maybe Natural
instanceCount = Maybe Natural
a} :: HyperParameterTuningResourceConfig)
hyperParameterTuningResourceConfig_instanceType :: Lens.Lens' HyperParameterTuningResourceConfig (Prelude.Maybe TrainingInstanceType)
hyperParameterTuningResourceConfig_instanceType :: Lens'
HyperParameterTuningResourceConfig (Maybe TrainingInstanceType)
hyperParameterTuningResourceConfig_instanceType = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTuningResourceConfig' {Maybe TrainingInstanceType
instanceType :: Maybe TrainingInstanceType
$sel:instanceType:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe TrainingInstanceType
instanceType} -> Maybe TrainingInstanceType
instanceType) (\s :: HyperParameterTuningResourceConfig
s@HyperParameterTuningResourceConfig' {} Maybe TrainingInstanceType
a -> HyperParameterTuningResourceConfig
s {$sel:instanceType:HyperParameterTuningResourceConfig' :: Maybe TrainingInstanceType
instanceType = Maybe TrainingInstanceType
a} :: HyperParameterTuningResourceConfig)
hyperParameterTuningResourceConfig_volumeKmsKeyId :: Lens.Lens' HyperParameterTuningResourceConfig (Prelude.Maybe Prelude.Text)
hyperParameterTuningResourceConfig_volumeKmsKeyId :: Lens' HyperParameterTuningResourceConfig (Maybe Text)
hyperParameterTuningResourceConfig_volumeKmsKeyId = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTuningResourceConfig' {Maybe Text
volumeKmsKeyId :: Maybe Text
$sel:volumeKmsKeyId:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Text
volumeKmsKeyId} -> Maybe Text
volumeKmsKeyId) (\s :: HyperParameterTuningResourceConfig
s@HyperParameterTuningResourceConfig' {} Maybe Text
a -> HyperParameterTuningResourceConfig
s {$sel:volumeKmsKeyId:HyperParameterTuningResourceConfig' :: Maybe Text
volumeKmsKeyId = Maybe Text
a} :: HyperParameterTuningResourceConfig)
hyperParameterTuningResourceConfig_volumeSizeInGB :: Lens.Lens' HyperParameterTuningResourceConfig (Prelude.Maybe Prelude.Natural)
hyperParameterTuningResourceConfig_volumeSizeInGB :: Lens' HyperParameterTuningResourceConfig (Maybe Natural)
hyperParameterTuningResourceConfig_volumeSizeInGB = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTuningResourceConfig' {Maybe Natural
volumeSizeInGB :: Maybe Natural
$sel:volumeSizeInGB:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Natural
volumeSizeInGB} -> Maybe Natural
volumeSizeInGB) (\s :: HyperParameterTuningResourceConfig
s@HyperParameterTuningResourceConfig' {} Maybe Natural
a -> HyperParameterTuningResourceConfig
s {$sel:volumeSizeInGB:HyperParameterTuningResourceConfig' :: Maybe Natural
volumeSizeInGB = Maybe Natural
a} :: HyperParameterTuningResourceConfig)
instance
Data.FromJSON
HyperParameterTuningResourceConfig
where
parseJSON :: Value -> Parser HyperParameterTuningResourceConfig
parseJSON =
forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
String
"HyperParameterTuningResourceConfig"
( \Object
x ->
Maybe HyperParameterTuningAllocationStrategy
-> Maybe (NonEmpty HyperParameterTuningInstanceConfig)
-> Maybe Natural
-> Maybe TrainingInstanceType
-> Maybe Text
-> Maybe Natural
-> HyperParameterTuningResourceConfig
HyperParameterTuningResourceConfig'
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
"AllocationStrategy")
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
"InstanceConfigs")
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
"InstanceCount")
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
"InstanceType")
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
"VolumeKmsKeyId")
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
"VolumeSizeInGB")
)
instance
Prelude.Hashable
HyperParameterTuningResourceConfig
where
hashWithSalt :: Int -> HyperParameterTuningResourceConfig -> Int
hashWithSalt
Int
_salt
HyperParameterTuningResourceConfig' {Maybe Natural
Maybe (NonEmpty HyperParameterTuningInstanceConfig)
Maybe Text
Maybe HyperParameterTuningAllocationStrategy
Maybe TrainingInstanceType
volumeSizeInGB :: Maybe Natural
volumeKmsKeyId :: Maybe Text
instanceType :: Maybe TrainingInstanceType
instanceCount :: Maybe Natural
instanceConfigs :: Maybe (NonEmpty HyperParameterTuningInstanceConfig)
allocationStrategy :: Maybe HyperParameterTuningAllocationStrategy
$sel:volumeSizeInGB:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Natural
$sel:volumeKmsKeyId:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Text
$sel:instanceType:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe TrainingInstanceType
$sel:instanceCount:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Natural
$sel:instanceConfigs:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig
-> Maybe (NonEmpty HyperParameterTuningInstanceConfig)
$sel:allocationStrategy:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig
-> Maybe HyperParameterTuningAllocationStrategy
..} =
Int
_salt
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe HyperParameterTuningAllocationStrategy
allocationStrategy
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe (NonEmpty HyperParameterTuningInstanceConfig)
instanceConfigs
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Natural
instanceCount
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe TrainingInstanceType
instanceType
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Text
volumeKmsKeyId
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Natural
volumeSizeInGB
instance
Prelude.NFData
HyperParameterTuningResourceConfig
where
rnf :: HyperParameterTuningResourceConfig -> ()
rnf HyperParameterTuningResourceConfig' {Maybe Natural
Maybe (NonEmpty HyperParameterTuningInstanceConfig)
Maybe Text
Maybe HyperParameterTuningAllocationStrategy
Maybe TrainingInstanceType
volumeSizeInGB :: Maybe Natural
volumeKmsKeyId :: Maybe Text
instanceType :: Maybe TrainingInstanceType
instanceCount :: Maybe Natural
instanceConfigs :: Maybe (NonEmpty HyperParameterTuningInstanceConfig)
allocationStrategy :: Maybe HyperParameterTuningAllocationStrategy
$sel:volumeSizeInGB:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Natural
$sel:volumeKmsKeyId:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Text
$sel:instanceType:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe TrainingInstanceType
$sel:instanceCount:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Natural
$sel:instanceConfigs:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig
-> Maybe (NonEmpty HyperParameterTuningInstanceConfig)
$sel:allocationStrategy:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig
-> Maybe HyperParameterTuningAllocationStrategy
..} =
forall a. NFData a => a -> ()
Prelude.rnf Maybe HyperParameterTuningAllocationStrategy
allocationStrategy
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe (NonEmpty HyperParameterTuningInstanceConfig)
instanceConfigs
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Natural
instanceCount
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe TrainingInstanceType
instanceType
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Text
volumeKmsKeyId
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Natural
volumeSizeInGB
instance
Data.ToJSON
HyperParameterTuningResourceConfig
where
toJSON :: HyperParameterTuningResourceConfig -> Value
toJSON HyperParameterTuningResourceConfig' {Maybe Natural
Maybe (NonEmpty HyperParameterTuningInstanceConfig)
Maybe Text
Maybe HyperParameterTuningAllocationStrategy
Maybe TrainingInstanceType
volumeSizeInGB :: Maybe Natural
volumeKmsKeyId :: Maybe Text
instanceType :: Maybe TrainingInstanceType
instanceCount :: Maybe Natural
instanceConfigs :: Maybe (NonEmpty HyperParameterTuningInstanceConfig)
allocationStrategy :: Maybe HyperParameterTuningAllocationStrategy
$sel:volumeSizeInGB:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Natural
$sel:volumeKmsKeyId:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Text
$sel:instanceType:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe TrainingInstanceType
$sel:instanceCount:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig -> Maybe Natural
$sel:instanceConfigs:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig
-> Maybe (NonEmpty HyperParameterTuningInstanceConfig)
$sel:allocationStrategy:HyperParameterTuningResourceConfig' :: HyperParameterTuningResourceConfig
-> Maybe HyperParameterTuningAllocationStrategy
..} =
[Pair] -> Value
Data.object
( forall a. [Maybe a] -> [a]
Prelude.catMaybes
[ (Key
"AllocationStrategy" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe HyperParameterTuningAllocationStrategy
allocationStrategy,
(Key
"InstanceConfigs" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe (NonEmpty HyperParameterTuningInstanceConfig)
instanceConfigs,
(Key
"InstanceCount" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Natural
instanceCount,
(Key
"InstanceType" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe TrainingInstanceType
instanceType,
(Key
"VolumeKmsKeyId" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Text
volumeKmsKeyId,
(Key
"VolumeSizeInGB" 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 Natural
volumeSizeInGB
]
)