{-# 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 #-}

-- Derived from AWS service descriptions, licensed under Apache 2.0.

-- |
-- Module      : Amazonka.SageMaker.Types.AlgorithmValidationSpecification
-- Copyright   : (c) 2013-2023 Brendan Hay
-- License     : Mozilla Public License, v. 2.0.
-- Maintainer  : Brendan Hay
-- Stability   : auto-generated
-- Portability : non-portable (GHC extensions)
module Amazonka.SageMaker.Types.AlgorithmValidationSpecification 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.AlgorithmValidationProfile

-- | Specifies configurations for one or more training jobs that SageMaker
-- runs to test the algorithm.
--
-- /See:/ 'newAlgorithmValidationSpecification' smart constructor.
data AlgorithmValidationSpecification = AlgorithmValidationSpecification'
  { -- | The IAM roles that SageMaker uses to run the training jobs.
    AlgorithmValidationSpecification -> Text
validationRole :: Prelude.Text,
    -- | An array of @AlgorithmValidationProfile@ objects, each of which
    -- specifies a training job and batch transform job that SageMaker runs to
    -- validate your algorithm.
    AlgorithmValidationSpecification
-> NonEmpty AlgorithmValidationProfile
validationProfiles :: Prelude.NonEmpty AlgorithmValidationProfile
  }
  deriving (AlgorithmValidationSpecification
-> AlgorithmValidationSpecification -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: AlgorithmValidationSpecification
-> AlgorithmValidationSpecification -> Bool
$c/= :: AlgorithmValidationSpecification
-> AlgorithmValidationSpecification -> Bool
== :: AlgorithmValidationSpecification
-> AlgorithmValidationSpecification -> Bool
$c== :: AlgorithmValidationSpecification
-> AlgorithmValidationSpecification -> Bool
Prelude.Eq, ReadPrec [AlgorithmValidationSpecification]
ReadPrec AlgorithmValidationSpecification
Int -> ReadS AlgorithmValidationSpecification
ReadS [AlgorithmValidationSpecification]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [AlgorithmValidationSpecification]
$creadListPrec :: ReadPrec [AlgorithmValidationSpecification]
readPrec :: ReadPrec AlgorithmValidationSpecification
$creadPrec :: ReadPrec AlgorithmValidationSpecification
readList :: ReadS [AlgorithmValidationSpecification]
$creadList :: ReadS [AlgorithmValidationSpecification]
readsPrec :: Int -> ReadS AlgorithmValidationSpecification
$creadsPrec :: Int -> ReadS AlgorithmValidationSpecification
Prelude.Read, Int -> AlgorithmValidationSpecification -> ShowS
[AlgorithmValidationSpecification] -> ShowS
AlgorithmValidationSpecification -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [AlgorithmValidationSpecification] -> ShowS
$cshowList :: [AlgorithmValidationSpecification] -> ShowS
show :: AlgorithmValidationSpecification -> String
$cshow :: AlgorithmValidationSpecification -> String
showsPrec :: Int -> AlgorithmValidationSpecification -> ShowS
$cshowsPrec :: Int -> AlgorithmValidationSpecification -> ShowS
Prelude.Show, forall x.
Rep AlgorithmValidationSpecification x
-> AlgorithmValidationSpecification
forall x.
AlgorithmValidationSpecification
-> Rep AlgorithmValidationSpecification x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x.
Rep AlgorithmValidationSpecification x
-> AlgorithmValidationSpecification
$cfrom :: forall x.
AlgorithmValidationSpecification
-> Rep AlgorithmValidationSpecification x
Prelude.Generic)

-- |
-- Create a value of 'AlgorithmValidationSpecification' with all optional fields omitted.
--
-- Use <https://hackage.haskell.org/package/generic-lens generic-lens> or <https://hackage.haskell.org/package/optics optics> to modify other optional fields.
--
-- The following record fields are available, with the corresponding lenses provided
-- for backwards compatibility:
--
-- 'validationRole', 'algorithmValidationSpecification_validationRole' - The IAM roles that SageMaker uses to run the training jobs.
--
-- 'validationProfiles', 'algorithmValidationSpecification_validationProfiles' - An array of @AlgorithmValidationProfile@ objects, each of which
-- specifies a training job and batch transform job that SageMaker runs to
-- validate your algorithm.
newAlgorithmValidationSpecification ::
  -- | 'validationRole'
  Prelude.Text ->
  -- | 'validationProfiles'
  Prelude.NonEmpty AlgorithmValidationProfile ->
  AlgorithmValidationSpecification
newAlgorithmValidationSpecification :: Text
-> NonEmpty AlgorithmValidationProfile
-> AlgorithmValidationSpecification
newAlgorithmValidationSpecification
  Text
pValidationRole_
  NonEmpty AlgorithmValidationProfile
pValidationProfiles_ =
    AlgorithmValidationSpecification'
      { $sel:validationRole:AlgorithmValidationSpecification' :: Text
validationRole =
          Text
pValidationRole_,
        $sel:validationProfiles:AlgorithmValidationSpecification' :: NonEmpty AlgorithmValidationProfile
validationProfiles =
          forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced
            forall t b. AReview t b -> b -> t
Lens.# NonEmpty AlgorithmValidationProfile
pValidationProfiles_
      }

-- | The IAM roles that SageMaker uses to run the training jobs.
algorithmValidationSpecification_validationRole :: Lens.Lens' AlgorithmValidationSpecification Prelude.Text
algorithmValidationSpecification_validationRole :: Lens' AlgorithmValidationSpecification Text
algorithmValidationSpecification_validationRole = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AlgorithmValidationSpecification' {Text
validationRole :: Text
$sel:validationRole:AlgorithmValidationSpecification' :: AlgorithmValidationSpecification -> Text
validationRole} -> Text
validationRole) (\s :: AlgorithmValidationSpecification
s@AlgorithmValidationSpecification' {} Text
a -> AlgorithmValidationSpecification
s {$sel:validationRole:AlgorithmValidationSpecification' :: Text
validationRole = Text
a} :: AlgorithmValidationSpecification)

-- | An array of @AlgorithmValidationProfile@ objects, each of which
-- specifies a training job and batch transform job that SageMaker runs to
-- validate your algorithm.
algorithmValidationSpecification_validationProfiles :: Lens.Lens' AlgorithmValidationSpecification (Prelude.NonEmpty AlgorithmValidationProfile)
algorithmValidationSpecification_validationProfiles :: Lens'
  AlgorithmValidationSpecification
  (NonEmpty AlgorithmValidationProfile)
algorithmValidationSpecification_validationProfiles = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\AlgorithmValidationSpecification' {NonEmpty AlgorithmValidationProfile
validationProfiles :: NonEmpty AlgorithmValidationProfile
$sel:validationProfiles:AlgorithmValidationSpecification' :: AlgorithmValidationSpecification
-> NonEmpty AlgorithmValidationProfile
validationProfiles} -> NonEmpty AlgorithmValidationProfile
validationProfiles) (\s :: AlgorithmValidationSpecification
s@AlgorithmValidationSpecification' {} NonEmpty AlgorithmValidationProfile
a -> AlgorithmValidationSpecification
s {$sel:validationProfiles:AlgorithmValidationSpecification' :: NonEmpty AlgorithmValidationProfile
validationProfiles = NonEmpty AlgorithmValidationProfile
a} :: AlgorithmValidationSpecification) forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced

instance
  Data.FromJSON
    AlgorithmValidationSpecification
  where
  parseJSON :: Value -> Parser AlgorithmValidationSpecification
parseJSON =
    forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
      String
"AlgorithmValidationSpecification"
      ( \Object
x ->
          Text
-> NonEmpty AlgorithmValidationProfile
-> AlgorithmValidationSpecification
AlgorithmValidationSpecification'
            forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"ValidationRole")
            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
"ValidationProfiles")
      )

instance
  Prelude.Hashable
    AlgorithmValidationSpecification
  where
  hashWithSalt :: Int -> AlgorithmValidationSpecification -> Int
hashWithSalt
    Int
_salt
    AlgorithmValidationSpecification' {NonEmpty AlgorithmValidationProfile
Text
validationProfiles :: NonEmpty AlgorithmValidationProfile
validationRole :: Text
$sel:validationProfiles:AlgorithmValidationSpecification' :: AlgorithmValidationSpecification
-> NonEmpty AlgorithmValidationProfile
$sel:validationRole:AlgorithmValidationSpecification' :: AlgorithmValidationSpecification -> Text
..} =
      Int
_salt
        forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Text
validationRole
        forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` NonEmpty AlgorithmValidationProfile
validationProfiles

instance
  Prelude.NFData
    AlgorithmValidationSpecification
  where
  rnf :: AlgorithmValidationSpecification -> ()
rnf AlgorithmValidationSpecification' {NonEmpty AlgorithmValidationProfile
Text
validationProfiles :: NonEmpty AlgorithmValidationProfile
validationRole :: Text
$sel:validationProfiles:AlgorithmValidationSpecification' :: AlgorithmValidationSpecification
-> NonEmpty AlgorithmValidationProfile
$sel:validationRole:AlgorithmValidationSpecification' :: AlgorithmValidationSpecification -> Text
..} =
    forall a. NFData a => a -> ()
Prelude.rnf Text
validationRole
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf NonEmpty AlgorithmValidationProfile
validationProfiles

instance Data.ToJSON AlgorithmValidationSpecification where
  toJSON :: AlgorithmValidationSpecification -> Value
toJSON AlgorithmValidationSpecification' {NonEmpty AlgorithmValidationProfile
Text
validationProfiles :: NonEmpty AlgorithmValidationProfile
validationRole :: Text
$sel:validationProfiles:AlgorithmValidationSpecification' :: AlgorithmValidationSpecification
-> NonEmpty AlgorithmValidationProfile
$sel:validationRole:AlgorithmValidationSpecification' :: AlgorithmValidationSpecification -> Text
..} =
    [Pair] -> Value
Data.object
      ( forall a. [Maybe a] -> [a]
Prelude.catMaybes
          [ forall a. a -> Maybe a
Prelude.Just
              (Key
"ValidationRole" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= Text
validationRole),
            forall a. a -> Maybe a
Prelude.Just
              (Key
"ValidationProfiles" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= NonEmpty AlgorithmValidationProfile
validationProfiles)
          ]
      )