{-# 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.AlgorithmSpecification 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.MetricDefinition
import Amazonka.SageMaker.Types.TrainingInputMode
data AlgorithmSpecification = AlgorithmSpecification'
{
AlgorithmSpecification -> Maybe Text
algorithmName :: Prelude.Maybe Prelude.Text,
AlgorithmSpecification -> Maybe (NonEmpty Text)
containerArguments :: Prelude.Maybe (Prelude.NonEmpty Prelude.Text),
AlgorithmSpecification -> Maybe (NonEmpty Text)
containerEntrypoint :: Prelude.Maybe (Prelude.NonEmpty Prelude.Text),
AlgorithmSpecification -> Maybe Bool
enableSageMakerMetricsTimeSeries :: Prelude.Maybe Prelude.Bool,
AlgorithmSpecification -> Maybe [MetricDefinition]
metricDefinitions :: Prelude.Maybe [MetricDefinition],
AlgorithmSpecification -> Maybe Text
trainingImage :: Prelude.Maybe Prelude.Text,
AlgorithmSpecification -> TrainingInputMode
trainingInputMode :: TrainingInputMode
}
deriving (AlgorithmSpecification -> AlgorithmSpecification -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: AlgorithmSpecification -> AlgorithmSpecification -> Bool
$c/= :: AlgorithmSpecification -> AlgorithmSpecification -> Bool
== :: AlgorithmSpecification -> AlgorithmSpecification -> Bool
$c== :: AlgorithmSpecification -> AlgorithmSpecification -> Bool
Prelude.Eq, ReadPrec [AlgorithmSpecification]
ReadPrec AlgorithmSpecification
Int -> ReadS AlgorithmSpecification
ReadS [AlgorithmSpecification]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [AlgorithmSpecification]
$creadListPrec :: ReadPrec [AlgorithmSpecification]
readPrec :: ReadPrec AlgorithmSpecification
$creadPrec :: ReadPrec AlgorithmSpecification
readList :: ReadS [AlgorithmSpecification]
$creadList :: ReadS [AlgorithmSpecification]
readsPrec :: Int -> ReadS AlgorithmSpecification
$creadsPrec :: Int -> ReadS AlgorithmSpecification
Prelude.Read, Int -> AlgorithmSpecification -> ShowS
[AlgorithmSpecification] -> ShowS
AlgorithmSpecification -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [AlgorithmSpecification] -> ShowS
$cshowList :: [AlgorithmSpecification] -> ShowS
show :: AlgorithmSpecification -> String
$cshow :: AlgorithmSpecification -> String
showsPrec :: Int -> AlgorithmSpecification -> ShowS
$cshowsPrec :: Int -> AlgorithmSpecification -> ShowS
Prelude.Show, forall x. Rep AlgorithmSpecification x -> AlgorithmSpecification
forall x. AlgorithmSpecification -> Rep AlgorithmSpecification x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep AlgorithmSpecification x -> AlgorithmSpecification
$cfrom :: forall x. AlgorithmSpecification -> Rep AlgorithmSpecification x
Prelude.Generic)
newAlgorithmSpecification ::
TrainingInputMode ->
AlgorithmSpecification
newAlgorithmSpecification :: TrainingInputMode -> AlgorithmSpecification
newAlgorithmSpecification TrainingInputMode
pTrainingInputMode_ =
AlgorithmSpecification'
{ $sel:algorithmName:AlgorithmSpecification' :: Maybe Text
algorithmName =
forall a. Maybe a
Prelude.Nothing,
$sel:containerArguments:AlgorithmSpecification' :: Maybe (NonEmpty Text)
containerArguments = forall a. Maybe a
Prelude.Nothing,
$sel:containerEntrypoint:AlgorithmSpecification' :: Maybe (NonEmpty Text)
containerEntrypoint = forall a. Maybe a
Prelude.Nothing,
$sel:enableSageMakerMetricsTimeSeries:AlgorithmSpecification' :: Maybe Bool
enableSageMakerMetricsTimeSeries = forall a. Maybe a
Prelude.Nothing,
$sel:metricDefinitions:AlgorithmSpecification' :: Maybe [MetricDefinition]
metricDefinitions = forall a. Maybe a
Prelude.Nothing,
$sel:trainingImage:AlgorithmSpecification' :: Maybe Text
trainingImage = forall a. Maybe a
Prelude.Nothing,
$sel:trainingInputMode:AlgorithmSpecification' :: TrainingInputMode
trainingInputMode = TrainingInputMode
pTrainingInputMode_
}
algorithmSpecification_algorithmName :: Lens.Lens' AlgorithmSpecification (Prelude.Maybe Prelude.Text)
algorithmSpecification_algorithmName :: Lens' AlgorithmSpecification (Maybe Text)
algorithmSpecification_algorithmName = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AlgorithmSpecification' {Maybe Text
algorithmName :: Maybe Text
$sel:algorithmName:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Text
algorithmName} -> Maybe Text
algorithmName) (\s :: AlgorithmSpecification
s@AlgorithmSpecification' {} Maybe Text
a -> AlgorithmSpecification
s {$sel:algorithmName:AlgorithmSpecification' :: Maybe Text
algorithmName = Maybe Text
a} :: AlgorithmSpecification)
algorithmSpecification_containerArguments :: Lens.Lens' AlgorithmSpecification (Prelude.Maybe (Prelude.NonEmpty Prelude.Text))
algorithmSpecification_containerArguments :: Lens' AlgorithmSpecification (Maybe (NonEmpty Text))
algorithmSpecification_containerArguments = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AlgorithmSpecification' {Maybe (NonEmpty Text)
containerArguments :: Maybe (NonEmpty Text)
$sel:containerArguments:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe (NonEmpty Text)
containerArguments} -> Maybe (NonEmpty Text)
containerArguments) (\s :: AlgorithmSpecification
s@AlgorithmSpecification' {} Maybe (NonEmpty Text)
a -> AlgorithmSpecification
s {$sel:containerArguments:AlgorithmSpecification' :: Maybe (NonEmpty Text)
containerArguments = Maybe (NonEmpty Text)
a} :: AlgorithmSpecification) 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
algorithmSpecification_containerEntrypoint :: Lens.Lens' AlgorithmSpecification (Prelude.Maybe (Prelude.NonEmpty Prelude.Text))
algorithmSpecification_containerEntrypoint :: Lens' AlgorithmSpecification (Maybe (NonEmpty Text))
algorithmSpecification_containerEntrypoint = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AlgorithmSpecification' {Maybe (NonEmpty Text)
containerEntrypoint :: Maybe (NonEmpty Text)
$sel:containerEntrypoint:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe (NonEmpty Text)
containerEntrypoint} -> Maybe (NonEmpty Text)
containerEntrypoint) (\s :: AlgorithmSpecification
s@AlgorithmSpecification' {} Maybe (NonEmpty Text)
a -> AlgorithmSpecification
s {$sel:containerEntrypoint:AlgorithmSpecification' :: Maybe (NonEmpty Text)
containerEntrypoint = Maybe (NonEmpty Text)
a} :: AlgorithmSpecification) 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
algorithmSpecification_enableSageMakerMetricsTimeSeries :: Lens.Lens' AlgorithmSpecification (Prelude.Maybe Prelude.Bool)
algorithmSpecification_enableSageMakerMetricsTimeSeries :: Lens' AlgorithmSpecification (Maybe Bool)
algorithmSpecification_enableSageMakerMetricsTimeSeries = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AlgorithmSpecification' {Maybe Bool
enableSageMakerMetricsTimeSeries :: Maybe Bool
$sel:enableSageMakerMetricsTimeSeries:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Bool
enableSageMakerMetricsTimeSeries} -> Maybe Bool
enableSageMakerMetricsTimeSeries) (\s :: AlgorithmSpecification
s@AlgorithmSpecification' {} Maybe Bool
a -> AlgorithmSpecification
s {$sel:enableSageMakerMetricsTimeSeries:AlgorithmSpecification' :: Maybe Bool
enableSageMakerMetricsTimeSeries = Maybe Bool
a} :: AlgorithmSpecification)
algorithmSpecification_metricDefinitions :: Lens.Lens' AlgorithmSpecification (Prelude.Maybe [MetricDefinition])
algorithmSpecification_metricDefinitions :: Lens' AlgorithmSpecification (Maybe [MetricDefinition])
algorithmSpecification_metricDefinitions = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AlgorithmSpecification' {Maybe [MetricDefinition]
metricDefinitions :: Maybe [MetricDefinition]
$sel:metricDefinitions:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe [MetricDefinition]
metricDefinitions} -> Maybe [MetricDefinition]
metricDefinitions) (\s :: AlgorithmSpecification
s@AlgorithmSpecification' {} Maybe [MetricDefinition]
a -> AlgorithmSpecification
s {$sel:metricDefinitions:AlgorithmSpecification' :: Maybe [MetricDefinition]
metricDefinitions = Maybe [MetricDefinition]
a} :: AlgorithmSpecification) 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
algorithmSpecification_trainingImage :: Lens.Lens' AlgorithmSpecification (Prelude.Maybe Prelude.Text)
algorithmSpecification_trainingImage :: Lens' AlgorithmSpecification (Maybe Text)
algorithmSpecification_trainingImage = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AlgorithmSpecification' {Maybe Text
trainingImage :: Maybe Text
$sel:trainingImage:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Text
trainingImage} -> Maybe Text
trainingImage) (\s :: AlgorithmSpecification
s@AlgorithmSpecification' {} Maybe Text
a -> AlgorithmSpecification
s {$sel:trainingImage:AlgorithmSpecification' :: Maybe Text
trainingImage = Maybe Text
a} :: AlgorithmSpecification)
algorithmSpecification_trainingInputMode :: Lens.Lens' AlgorithmSpecification TrainingInputMode
algorithmSpecification_trainingInputMode :: Lens' AlgorithmSpecification TrainingInputMode
algorithmSpecification_trainingInputMode = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AlgorithmSpecification' {TrainingInputMode
trainingInputMode :: TrainingInputMode
$sel:trainingInputMode:AlgorithmSpecification' :: AlgorithmSpecification -> TrainingInputMode
trainingInputMode} -> TrainingInputMode
trainingInputMode) (\s :: AlgorithmSpecification
s@AlgorithmSpecification' {} TrainingInputMode
a -> AlgorithmSpecification
s {$sel:trainingInputMode:AlgorithmSpecification' :: TrainingInputMode
trainingInputMode = TrainingInputMode
a} :: AlgorithmSpecification)
instance Data.FromJSON AlgorithmSpecification where
parseJSON :: Value -> Parser AlgorithmSpecification
parseJSON =
forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
String
"AlgorithmSpecification"
( \Object
x ->
Maybe Text
-> Maybe (NonEmpty Text)
-> Maybe (NonEmpty Text)
-> Maybe Bool
-> Maybe [MetricDefinition]
-> Maybe Text
-> TrainingInputMode
-> AlgorithmSpecification
AlgorithmSpecification'
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
"AlgorithmName")
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
"ContainerArguments")
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
"ContainerEntrypoint")
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
"EnableSageMakerMetricsTimeSeries")
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
"MetricDefinitions"
forall a. Parser (Maybe a) -> a -> Parser a
Data..!= forall a. Monoid a => a
Prelude.mempty
)
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
"TrainingImage")
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
"TrainingInputMode")
)
instance Prelude.Hashable AlgorithmSpecification where
hashWithSalt :: Int -> AlgorithmSpecification -> Int
hashWithSalt Int
_salt AlgorithmSpecification' {Maybe Bool
Maybe [MetricDefinition]
Maybe (NonEmpty Text)
Maybe Text
TrainingInputMode
trainingInputMode :: TrainingInputMode
trainingImage :: Maybe Text
metricDefinitions :: Maybe [MetricDefinition]
enableSageMakerMetricsTimeSeries :: Maybe Bool
containerEntrypoint :: Maybe (NonEmpty Text)
containerArguments :: Maybe (NonEmpty Text)
algorithmName :: Maybe Text
$sel:trainingInputMode:AlgorithmSpecification' :: AlgorithmSpecification -> TrainingInputMode
$sel:trainingImage:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Text
$sel:metricDefinitions:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe [MetricDefinition]
$sel:enableSageMakerMetricsTimeSeries:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Bool
$sel:containerEntrypoint:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe (NonEmpty Text)
$sel:containerArguments:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe (NonEmpty Text)
$sel:algorithmName:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Text
..} =
Int
_salt
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Text
algorithmName
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe (NonEmpty Text)
containerArguments
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe (NonEmpty Text)
containerEntrypoint
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Bool
enableSageMakerMetricsTimeSeries
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe [MetricDefinition]
metricDefinitions
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Text
trainingImage
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` TrainingInputMode
trainingInputMode
instance Prelude.NFData AlgorithmSpecification where
rnf :: AlgorithmSpecification -> ()
rnf AlgorithmSpecification' {Maybe Bool
Maybe [MetricDefinition]
Maybe (NonEmpty Text)
Maybe Text
TrainingInputMode
trainingInputMode :: TrainingInputMode
trainingImage :: Maybe Text
metricDefinitions :: Maybe [MetricDefinition]
enableSageMakerMetricsTimeSeries :: Maybe Bool
containerEntrypoint :: Maybe (NonEmpty Text)
containerArguments :: Maybe (NonEmpty Text)
algorithmName :: Maybe Text
$sel:trainingInputMode:AlgorithmSpecification' :: AlgorithmSpecification -> TrainingInputMode
$sel:trainingImage:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Text
$sel:metricDefinitions:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe [MetricDefinition]
$sel:enableSageMakerMetricsTimeSeries:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Bool
$sel:containerEntrypoint:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe (NonEmpty Text)
$sel:containerArguments:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe (NonEmpty Text)
$sel:algorithmName:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Text
..} =
forall a. NFData a => a -> ()
Prelude.rnf Maybe Text
algorithmName
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe (NonEmpty Text)
containerArguments
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe (NonEmpty Text)
containerEntrypoint
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Bool
enableSageMakerMetricsTimeSeries
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe [MetricDefinition]
metricDefinitions
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Text
trainingImage
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf TrainingInputMode
trainingInputMode
instance Data.ToJSON AlgorithmSpecification where
toJSON :: AlgorithmSpecification -> Value
toJSON AlgorithmSpecification' {Maybe Bool
Maybe [MetricDefinition]
Maybe (NonEmpty Text)
Maybe Text
TrainingInputMode
trainingInputMode :: TrainingInputMode
trainingImage :: Maybe Text
metricDefinitions :: Maybe [MetricDefinition]
enableSageMakerMetricsTimeSeries :: Maybe Bool
containerEntrypoint :: Maybe (NonEmpty Text)
containerArguments :: Maybe (NonEmpty Text)
algorithmName :: Maybe Text
$sel:trainingInputMode:AlgorithmSpecification' :: AlgorithmSpecification -> TrainingInputMode
$sel:trainingImage:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Text
$sel:metricDefinitions:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe [MetricDefinition]
$sel:enableSageMakerMetricsTimeSeries:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Bool
$sel:containerEntrypoint:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe (NonEmpty Text)
$sel:containerArguments:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe (NonEmpty Text)
$sel:algorithmName:AlgorithmSpecification' :: AlgorithmSpecification -> Maybe Text
..} =
[Pair] -> Value
Data.object
( forall a. [Maybe a] -> [a]
Prelude.catMaybes
[ (Key
"AlgorithmName" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Text
algorithmName,
(Key
"ContainerArguments" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe (NonEmpty Text)
containerArguments,
(Key
"ContainerEntrypoint" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe (NonEmpty Text)
containerEntrypoint,
(Key
"EnableSageMakerMetricsTimeSeries" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Bool
enableSageMakerMetricsTimeSeries,
(Key
"MetricDefinitions" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe [MetricDefinition]
metricDefinitions,
(Key
"TrainingImage" 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
trainingImage,
forall a. a -> Maybe a
Prelude.Just
(Key
"TrainingInputMode" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= TrainingInputMode
trainingInputMode)
]
)