{-# 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.HyperParameterSpecification 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.ParameterRange
import Amazonka.SageMaker.Types.ParameterType
data HyperParameterSpecification = HyperParameterSpecification'
{
HyperParameterSpecification -> Maybe Text
defaultValue :: Prelude.Maybe Prelude.Text,
HyperParameterSpecification -> Maybe Text
description :: Prelude.Maybe Prelude.Text,
HyperParameterSpecification -> Maybe Bool
isRequired :: Prelude.Maybe Prelude.Bool,
HyperParameterSpecification -> Maybe Bool
isTunable :: Prelude.Maybe Prelude.Bool,
HyperParameterSpecification -> Maybe ParameterRange
range :: Prelude.Maybe ParameterRange,
HyperParameterSpecification -> Text
name :: Prelude.Text,
HyperParameterSpecification -> ParameterType
type' :: ParameterType
}
deriving (HyperParameterSpecification -> HyperParameterSpecification -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: HyperParameterSpecification -> HyperParameterSpecification -> Bool
$c/= :: HyperParameterSpecification -> HyperParameterSpecification -> Bool
== :: HyperParameterSpecification -> HyperParameterSpecification -> Bool
$c== :: HyperParameterSpecification -> HyperParameterSpecification -> Bool
Prelude.Eq, ReadPrec [HyperParameterSpecification]
ReadPrec HyperParameterSpecification
Int -> ReadS HyperParameterSpecification
ReadS [HyperParameterSpecification]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [HyperParameterSpecification]
$creadListPrec :: ReadPrec [HyperParameterSpecification]
readPrec :: ReadPrec HyperParameterSpecification
$creadPrec :: ReadPrec HyperParameterSpecification
readList :: ReadS [HyperParameterSpecification]
$creadList :: ReadS [HyperParameterSpecification]
readsPrec :: Int -> ReadS HyperParameterSpecification
$creadsPrec :: Int -> ReadS HyperParameterSpecification
Prelude.Read, Int -> HyperParameterSpecification -> ShowS
[HyperParameterSpecification] -> ShowS
HyperParameterSpecification -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [HyperParameterSpecification] -> ShowS
$cshowList :: [HyperParameterSpecification] -> ShowS
show :: HyperParameterSpecification -> String
$cshow :: HyperParameterSpecification -> String
showsPrec :: Int -> HyperParameterSpecification -> ShowS
$cshowsPrec :: Int -> HyperParameterSpecification -> ShowS
Prelude.Show, forall x.
Rep HyperParameterSpecification x -> HyperParameterSpecification
forall x.
HyperParameterSpecification -> Rep HyperParameterSpecification x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x.
Rep HyperParameterSpecification x -> HyperParameterSpecification
$cfrom :: forall x.
HyperParameterSpecification -> Rep HyperParameterSpecification x
Prelude.Generic)
newHyperParameterSpecification ::
Prelude.Text ->
ParameterType ->
HyperParameterSpecification
newHyperParameterSpecification :: Text -> ParameterType -> HyperParameterSpecification
newHyperParameterSpecification Text
pName_ ParameterType
pType_ =
HyperParameterSpecification'
{ $sel:defaultValue:HyperParameterSpecification' :: Maybe Text
defaultValue =
forall a. Maybe a
Prelude.Nothing,
$sel:description:HyperParameterSpecification' :: Maybe Text
description = forall a. Maybe a
Prelude.Nothing,
$sel:isRequired:HyperParameterSpecification' :: Maybe Bool
isRequired = forall a. Maybe a
Prelude.Nothing,
$sel:isTunable:HyperParameterSpecification' :: Maybe Bool
isTunable = forall a. Maybe a
Prelude.Nothing,
$sel:range:HyperParameterSpecification' :: Maybe ParameterRange
range = forall a. Maybe a
Prelude.Nothing,
$sel:name:HyperParameterSpecification' :: Text
name = Text
pName_,
$sel:type':HyperParameterSpecification' :: ParameterType
type' = ParameterType
pType_
}
hyperParameterSpecification_defaultValue :: Lens.Lens' HyperParameterSpecification (Prelude.Maybe Prelude.Text)
hyperParameterSpecification_defaultValue :: Lens' HyperParameterSpecification (Maybe Text)
hyperParameterSpecification_defaultValue = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterSpecification' {Maybe Text
defaultValue :: Maybe Text
$sel:defaultValue:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Text
defaultValue} -> Maybe Text
defaultValue) (\s :: HyperParameterSpecification
s@HyperParameterSpecification' {} Maybe Text
a -> HyperParameterSpecification
s {$sel:defaultValue:HyperParameterSpecification' :: Maybe Text
defaultValue = Maybe Text
a} :: HyperParameterSpecification)
hyperParameterSpecification_description :: Lens.Lens' HyperParameterSpecification (Prelude.Maybe Prelude.Text)
hyperParameterSpecification_description :: Lens' HyperParameterSpecification (Maybe Text)
hyperParameterSpecification_description = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterSpecification' {Maybe Text
description :: Maybe Text
$sel:description:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Text
description} -> Maybe Text
description) (\s :: HyperParameterSpecification
s@HyperParameterSpecification' {} Maybe Text
a -> HyperParameterSpecification
s {$sel:description:HyperParameterSpecification' :: Maybe Text
description = Maybe Text
a} :: HyperParameterSpecification)
hyperParameterSpecification_isRequired :: Lens.Lens' HyperParameterSpecification (Prelude.Maybe Prelude.Bool)
hyperParameterSpecification_isRequired :: Lens' HyperParameterSpecification (Maybe Bool)
hyperParameterSpecification_isRequired = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterSpecification' {Maybe Bool
isRequired :: Maybe Bool
$sel:isRequired:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Bool
isRequired} -> Maybe Bool
isRequired) (\s :: HyperParameterSpecification
s@HyperParameterSpecification' {} Maybe Bool
a -> HyperParameterSpecification
s {$sel:isRequired:HyperParameterSpecification' :: Maybe Bool
isRequired = Maybe Bool
a} :: HyperParameterSpecification)
hyperParameterSpecification_isTunable :: Lens.Lens' HyperParameterSpecification (Prelude.Maybe Prelude.Bool)
hyperParameterSpecification_isTunable :: Lens' HyperParameterSpecification (Maybe Bool)
hyperParameterSpecification_isTunable = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterSpecification' {Maybe Bool
isTunable :: Maybe Bool
$sel:isTunable:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Bool
isTunable} -> Maybe Bool
isTunable) (\s :: HyperParameterSpecification
s@HyperParameterSpecification' {} Maybe Bool
a -> HyperParameterSpecification
s {$sel:isTunable:HyperParameterSpecification' :: Maybe Bool
isTunable = Maybe Bool
a} :: HyperParameterSpecification)
hyperParameterSpecification_range :: Lens.Lens' HyperParameterSpecification (Prelude.Maybe ParameterRange)
hyperParameterSpecification_range :: Lens' HyperParameterSpecification (Maybe ParameterRange)
hyperParameterSpecification_range = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterSpecification' {Maybe ParameterRange
range :: Maybe ParameterRange
$sel:range:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe ParameterRange
range} -> Maybe ParameterRange
range) (\s :: HyperParameterSpecification
s@HyperParameterSpecification' {} Maybe ParameterRange
a -> HyperParameterSpecification
s {$sel:range:HyperParameterSpecification' :: Maybe ParameterRange
range = Maybe ParameterRange
a} :: HyperParameterSpecification)
hyperParameterSpecification_name :: Lens.Lens' HyperParameterSpecification Prelude.Text
hyperParameterSpecification_name :: Lens' HyperParameterSpecification Text
hyperParameterSpecification_name = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterSpecification' {Text
name :: Text
$sel:name:HyperParameterSpecification' :: HyperParameterSpecification -> Text
name} -> Text
name) (\s :: HyperParameterSpecification
s@HyperParameterSpecification' {} Text
a -> HyperParameterSpecification
s {$sel:name:HyperParameterSpecification' :: Text
name = Text
a} :: HyperParameterSpecification)
hyperParameterSpecification_type :: Lens.Lens' HyperParameterSpecification ParameterType
hyperParameterSpecification_type :: Lens' HyperParameterSpecification ParameterType
hyperParameterSpecification_type = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterSpecification' {ParameterType
type' :: ParameterType
$sel:type':HyperParameterSpecification' :: HyperParameterSpecification -> ParameterType
type'} -> ParameterType
type') (\s :: HyperParameterSpecification
s@HyperParameterSpecification' {} ParameterType
a -> HyperParameterSpecification
s {$sel:type':HyperParameterSpecification' :: ParameterType
type' = ParameterType
a} :: HyperParameterSpecification)
instance Data.FromJSON HyperParameterSpecification where
parseJSON :: Value -> Parser HyperParameterSpecification
parseJSON =
forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
String
"HyperParameterSpecification"
( \Object
x ->
Maybe Text
-> Maybe Text
-> Maybe Bool
-> Maybe Bool
-> Maybe ParameterRange
-> Text
-> ParameterType
-> HyperParameterSpecification
HyperParameterSpecification'
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
"DefaultValue")
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
"Description")
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
"IsRequired")
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
"IsTunable")
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
"Range")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"Name")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"Type")
)
instance Prelude.Hashable HyperParameterSpecification where
hashWithSalt :: Int -> HyperParameterSpecification -> Int
hashWithSalt Int
_salt HyperParameterSpecification' {Maybe Bool
Maybe Text
Maybe ParameterRange
Text
ParameterType
type' :: ParameterType
name :: Text
range :: Maybe ParameterRange
isTunable :: Maybe Bool
isRequired :: Maybe Bool
description :: Maybe Text
defaultValue :: Maybe Text
$sel:type':HyperParameterSpecification' :: HyperParameterSpecification -> ParameterType
$sel:name:HyperParameterSpecification' :: HyperParameterSpecification -> Text
$sel:range:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe ParameterRange
$sel:isTunable:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Bool
$sel:isRequired:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Bool
$sel:description:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Text
$sel:defaultValue:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Text
..} =
Int
_salt
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Text
defaultValue
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Text
description
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Bool
isRequired
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Bool
isTunable
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe ParameterRange
range
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Text
name
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` ParameterType
type'
instance Prelude.NFData HyperParameterSpecification where
rnf :: HyperParameterSpecification -> ()
rnf HyperParameterSpecification' {Maybe Bool
Maybe Text
Maybe ParameterRange
Text
ParameterType
type' :: ParameterType
name :: Text
range :: Maybe ParameterRange
isTunable :: Maybe Bool
isRequired :: Maybe Bool
description :: Maybe Text
defaultValue :: Maybe Text
$sel:type':HyperParameterSpecification' :: HyperParameterSpecification -> ParameterType
$sel:name:HyperParameterSpecification' :: HyperParameterSpecification -> Text
$sel:range:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe ParameterRange
$sel:isTunable:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Bool
$sel:isRequired:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Bool
$sel:description:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Text
$sel:defaultValue:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Text
..} =
forall a. NFData a => a -> ()
Prelude.rnf Maybe Text
defaultValue
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Text
description
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Bool
isRequired
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Bool
isTunable
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe ParameterRange
range
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Text
name
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf ParameterType
type'
instance Data.ToJSON HyperParameterSpecification where
toJSON :: HyperParameterSpecification -> Value
toJSON HyperParameterSpecification' {Maybe Bool
Maybe Text
Maybe ParameterRange
Text
ParameterType
type' :: ParameterType
name :: Text
range :: Maybe ParameterRange
isTunable :: Maybe Bool
isRequired :: Maybe Bool
description :: Maybe Text
defaultValue :: Maybe Text
$sel:type':HyperParameterSpecification' :: HyperParameterSpecification -> ParameterType
$sel:name:HyperParameterSpecification' :: HyperParameterSpecification -> Text
$sel:range:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe ParameterRange
$sel:isTunable:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Bool
$sel:isRequired:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Bool
$sel:description:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Text
$sel:defaultValue:HyperParameterSpecification' :: HyperParameterSpecification -> Maybe Text
..} =
[Pair] -> Value
Data.object
( forall a. [Maybe a] -> [a]
Prelude.catMaybes
[ (Key
"DefaultValue" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Text
defaultValue,
(Key
"Description" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Text
description,
(Key
"IsRequired" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Bool
isRequired,
(Key
"IsTunable" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Bool
isTunable,
(Key
"Range" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe ParameterRange
range,
forall a. a -> Maybe a
Prelude.Just (Key
"Name" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= Text
name),
forall a. a -> Maybe a
Prelude.Just (Key
"Type" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= ParameterType
type')
]
)