{-# 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.FraudDetector.Types.DataValidationMetrics
-- 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.FraudDetector.Types.DataValidationMetrics where

import qualified Amazonka.Core as Core
import qualified Amazonka.Core.Lens.Internal as Lens
import qualified Amazonka.Data as Data
import Amazonka.FraudDetector.Types.FieldValidationMessage
import Amazonka.FraudDetector.Types.FileValidationMessage
import qualified Amazonka.Prelude as Prelude

-- | The model training data validation metrics.
--
-- /See:/ 'newDataValidationMetrics' smart constructor.
data DataValidationMetrics = DataValidationMetrics'
  { -- | The field-specific model training validation messages.
    DataValidationMetrics -> Maybe [FieldValidationMessage]
fieldLevelMessages :: Prelude.Maybe [FieldValidationMessage],
    -- | The file-specific model training data validation messages.
    DataValidationMetrics -> Maybe [FileValidationMessage]
fileLevelMessages :: Prelude.Maybe [FileValidationMessage]
  }
  deriving (DataValidationMetrics -> DataValidationMetrics -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: DataValidationMetrics -> DataValidationMetrics -> Bool
$c/= :: DataValidationMetrics -> DataValidationMetrics -> Bool
== :: DataValidationMetrics -> DataValidationMetrics -> Bool
$c== :: DataValidationMetrics -> DataValidationMetrics -> Bool
Prelude.Eq, ReadPrec [DataValidationMetrics]
ReadPrec DataValidationMetrics
Int -> ReadS DataValidationMetrics
ReadS [DataValidationMetrics]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [DataValidationMetrics]
$creadListPrec :: ReadPrec [DataValidationMetrics]
readPrec :: ReadPrec DataValidationMetrics
$creadPrec :: ReadPrec DataValidationMetrics
readList :: ReadS [DataValidationMetrics]
$creadList :: ReadS [DataValidationMetrics]
readsPrec :: Int -> ReadS DataValidationMetrics
$creadsPrec :: Int -> ReadS DataValidationMetrics
Prelude.Read, Int -> DataValidationMetrics -> ShowS
[DataValidationMetrics] -> ShowS
DataValidationMetrics -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [DataValidationMetrics] -> ShowS
$cshowList :: [DataValidationMetrics] -> ShowS
show :: DataValidationMetrics -> String
$cshow :: DataValidationMetrics -> String
showsPrec :: Int -> DataValidationMetrics -> ShowS
$cshowsPrec :: Int -> DataValidationMetrics -> ShowS
Prelude.Show, forall x. Rep DataValidationMetrics x -> DataValidationMetrics
forall x. DataValidationMetrics -> Rep DataValidationMetrics x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep DataValidationMetrics x -> DataValidationMetrics
$cfrom :: forall x. DataValidationMetrics -> Rep DataValidationMetrics x
Prelude.Generic)

-- |
-- Create a value of 'DataValidationMetrics' 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:
--
-- 'fieldLevelMessages', 'dataValidationMetrics_fieldLevelMessages' - The field-specific model training validation messages.
--
-- 'fileLevelMessages', 'dataValidationMetrics_fileLevelMessages' - The file-specific model training data validation messages.
newDataValidationMetrics ::
  DataValidationMetrics
newDataValidationMetrics :: DataValidationMetrics
newDataValidationMetrics =
  DataValidationMetrics'
    { $sel:fieldLevelMessages:DataValidationMetrics' :: Maybe [FieldValidationMessage]
fieldLevelMessages =
        forall a. Maybe a
Prelude.Nothing,
      $sel:fileLevelMessages:DataValidationMetrics' :: Maybe [FileValidationMessage]
fileLevelMessages = forall a. Maybe a
Prelude.Nothing
    }

-- | The field-specific model training validation messages.
dataValidationMetrics_fieldLevelMessages :: Lens.Lens' DataValidationMetrics (Prelude.Maybe [FieldValidationMessage])
dataValidationMetrics_fieldLevelMessages :: Lens' DataValidationMetrics (Maybe [FieldValidationMessage])
dataValidationMetrics_fieldLevelMessages = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DataValidationMetrics' {Maybe [FieldValidationMessage]
fieldLevelMessages :: Maybe [FieldValidationMessage]
$sel:fieldLevelMessages:DataValidationMetrics' :: DataValidationMetrics -> Maybe [FieldValidationMessage]
fieldLevelMessages} -> Maybe [FieldValidationMessage]
fieldLevelMessages) (\s :: DataValidationMetrics
s@DataValidationMetrics' {} Maybe [FieldValidationMessage]
a -> DataValidationMetrics
s {$sel:fieldLevelMessages:DataValidationMetrics' :: Maybe [FieldValidationMessage]
fieldLevelMessages = Maybe [FieldValidationMessage]
a} :: DataValidationMetrics) 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

-- | The file-specific model training data validation messages.
dataValidationMetrics_fileLevelMessages :: Lens.Lens' DataValidationMetrics (Prelude.Maybe [FileValidationMessage])
dataValidationMetrics_fileLevelMessages :: Lens' DataValidationMetrics (Maybe [FileValidationMessage])
dataValidationMetrics_fileLevelMessages = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\DataValidationMetrics' {Maybe [FileValidationMessage]
fileLevelMessages :: Maybe [FileValidationMessage]
$sel:fileLevelMessages:DataValidationMetrics' :: DataValidationMetrics -> Maybe [FileValidationMessage]
fileLevelMessages} -> Maybe [FileValidationMessage]
fileLevelMessages) (\s :: DataValidationMetrics
s@DataValidationMetrics' {} Maybe [FileValidationMessage]
a -> DataValidationMetrics
s {$sel:fileLevelMessages:DataValidationMetrics' :: Maybe [FileValidationMessage]
fileLevelMessages = Maybe [FileValidationMessage]
a} :: DataValidationMetrics) 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

instance Data.FromJSON DataValidationMetrics where
  parseJSON :: Value -> Parser DataValidationMetrics
parseJSON =
    forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
      String
"DataValidationMetrics"
      ( \Object
x ->
          Maybe [FieldValidationMessage]
-> Maybe [FileValidationMessage] -> DataValidationMetrics
DataValidationMetrics'
            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
"fieldLevelMessages"
                            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
"fileLevelMessages"
                            forall a. Parser (Maybe a) -> a -> Parser a
Data..!= forall a. Monoid a => a
Prelude.mempty
                        )
      )

instance Prelude.Hashable DataValidationMetrics where
  hashWithSalt :: Int -> DataValidationMetrics -> Int
hashWithSalt Int
_salt DataValidationMetrics' {Maybe [FieldValidationMessage]
Maybe [FileValidationMessage]
fileLevelMessages :: Maybe [FileValidationMessage]
fieldLevelMessages :: Maybe [FieldValidationMessage]
$sel:fileLevelMessages:DataValidationMetrics' :: DataValidationMetrics -> Maybe [FileValidationMessage]
$sel:fieldLevelMessages:DataValidationMetrics' :: DataValidationMetrics -> Maybe [FieldValidationMessage]
..} =
    Int
_salt
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe [FieldValidationMessage]
fieldLevelMessages
      forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe [FileValidationMessage]
fileLevelMessages

instance Prelude.NFData DataValidationMetrics where
  rnf :: DataValidationMetrics -> ()
rnf DataValidationMetrics' {Maybe [FieldValidationMessage]
Maybe [FileValidationMessage]
fileLevelMessages :: Maybe [FileValidationMessage]
fieldLevelMessages :: Maybe [FieldValidationMessage]
$sel:fileLevelMessages:DataValidationMetrics' :: DataValidationMetrics -> Maybe [FileValidationMessage]
$sel:fieldLevelMessages:DataValidationMetrics' :: DataValidationMetrics -> Maybe [FieldValidationMessage]
..} =
    forall a. NFData a => a -> ()
Prelude.rnf Maybe [FieldValidationMessage]
fieldLevelMessages
      seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe [FileValidationMessage]
fileLevelMessages