{-# 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.Glue.Types.FindMatchesMetrics where
import qualified Amazonka.Core as Core
import qualified Amazonka.Core.Lens.Internal as Lens
import qualified Amazonka.Data as Data
import Amazonka.Glue.Types.ColumnImportance
import Amazonka.Glue.Types.ConfusionMatrix
import qualified Amazonka.Prelude as Prelude
data FindMatchesMetrics = FindMatchesMetrics'
{
FindMatchesMetrics -> Maybe Double
areaUnderPRCurve :: Prelude.Maybe Prelude.Double,
FindMatchesMetrics -> Maybe [ColumnImportance]
columnImportances :: Prelude.Maybe [ColumnImportance],
FindMatchesMetrics -> Maybe ConfusionMatrix
confusionMatrix :: Prelude.Maybe ConfusionMatrix,
FindMatchesMetrics -> Maybe Double
f1 :: Prelude.Maybe Prelude.Double,
FindMatchesMetrics -> Maybe Double
precision :: Prelude.Maybe Prelude.Double,
FindMatchesMetrics -> Maybe Double
recall :: Prelude.Maybe Prelude.Double
}
deriving (FindMatchesMetrics -> FindMatchesMetrics -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: FindMatchesMetrics -> FindMatchesMetrics -> Bool
$c/= :: FindMatchesMetrics -> FindMatchesMetrics -> Bool
== :: FindMatchesMetrics -> FindMatchesMetrics -> Bool
$c== :: FindMatchesMetrics -> FindMatchesMetrics -> Bool
Prelude.Eq, ReadPrec [FindMatchesMetrics]
ReadPrec FindMatchesMetrics
Int -> ReadS FindMatchesMetrics
ReadS [FindMatchesMetrics]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [FindMatchesMetrics]
$creadListPrec :: ReadPrec [FindMatchesMetrics]
readPrec :: ReadPrec FindMatchesMetrics
$creadPrec :: ReadPrec FindMatchesMetrics
readList :: ReadS [FindMatchesMetrics]
$creadList :: ReadS [FindMatchesMetrics]
readsPrec :: Int -> ReadS FindMatchesMetrics
$creadsPrec :: Int -> ReadS FindMatchesMetrics
Prelude.Read, Int -> FindMatchesMetrics -> ShowS
[FindMatchesMetrics] -> ShowS
FindMatchesMetrics -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [FindMatchesMetrics] -> ShowS
$cshowList :: [FindMatchesMetrics] -> ShowS
show :: FindMatchesMetrics -> String
$cshow :: FindMatchesMetrics -> String
showsPrec :: Int -> FindMatchesMetrics -> ShowS
$cshowsPrec :: Int -> FindMatchesMetrics -> ShowS
Prelude.Show, forall x. Rep FindMatchesMetrics x -> FindMatchesMetrics
forall x. FindMatchesMetrics -> Rep FindMatchesMetrics x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep FindMatchesMetrics x -> FindMatchesMetrics
$cfrom :: forall x. FindMatchesMetrics -> Rep FindMatchesMetrics x
Prelude.Generic)
newFindMatchesMetrics ::
FindMatchesMetrics
newFindMatchesMetrics :: FindMatchesMetrics
newFindMatchesMetrics =
FindMatchesMetrics'
{ $sel:areaUnderPRCurve:FindMatchesMetrics' :: Maybe Double
areaUnderPRCurve =
forall a. Maybe a
Prelude.Nothing,
$sel:columnImportances:FindMatchesMetrics' :: Maybe [ColumnImportance]
columnImportances = forall a. Maybe a
Prelude.Nothing,
$sel:confusionMatrix:FindMatchesMetrics' :: Maybe ConfusionMatrix
confusionMatrix = forall a. Maybe a
Prelude.Nothing,
$sel:f1:FindMatchesMetrics' :: Maybe Double
f1 = forall a. Maybe a
Prelude.Nothing,
$sel:precision:FindMatchesMetrics' :: Maybe Double
precision = forall a. Maybe a
Prelude.Nothing,
$sel:recall:FindMatchesMetrics' :: Maybe Double
recall = forall a. Maybe a
Prelude.Nothing
}
findMatchesMetrics_areaUnderPRCurve :: Lens.Lens' FindMatchesMetrics (Prelude.Maybe Prelude.Double)
findMatchesMetrics_areaUnderPRCurve :: Lens' FindMatchesMetrics (Maybe Double)
findMatchesMetrics_areaUnderPRCurve = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\FindMatchesMetrics' {Maybe Double
areaUnderPRCurve :: Maybe Double
$sel:areaUnderPRCurve:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
areaUnderPRCurve} -> Maybe Double
areaUnderPRCurve) (\s :: FindMatchesMetrics
s@FindMatchesMetrics' {} Maybe Double
a -> FindMatchesMetrics
s {$sel:areaUnderPRCurve:FindMatchesMetrics' :: Maybe Double
areaUnderPRCurve = Maybe Double
a} :: FindMatchesMetrics)
findMatchesMetrics_columnImportances :: Lens.Lens' FindMatchesMetrics (Prelude.Maybe [ColumnImportance])
findMatchesMetrics_columnImportances :: Lens' FindMatchesMetrics (Maybe [ColumnImportance])
findMatchesMetrics_columnImportances = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\FindMatchesMetrics' {Maybe [ColumnImportance]
columnImportances :: Maybe [ColumnImportance]
$sel:columnImportances:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe [ColumnImportance]
columnImportances} -> Maybe [ColumnImportance]
columnImportances) (\s :: FindMatchesMetrics
s@FindMatchesMetrics' {} Maybe [ColumnImportance]
a -> FindMatchesMetrics
s {$sel:columnImportances:FindMatchesMetrics' :: Maybe [ColumnImportance]
columnImportances = Maybe [ColumnImportance]
a} :: FindMatchesMetrics) 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
findMatchesMetrics_confusionMatrix :: Lens.Lens' FindMatchesMetrics (Prelude.Maybe ConfusionMatrix)
findMatchesMetrics_confusionMatrix :: Lens' FindMatchesMetrics (Maybe ConfusionMatrix)
findMatchesMetrics_confusionMatrix = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\FindMatchesMetrics' {Maybe ConfusionMatrix
confusionMatrix :: Maybe ConfusionMatrix
$sel:confusionMatrix:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe ConfusionMatrix
confusionMatrix} -> Maybe ConfusionMatrix
confusionMatrix) (\s :: FindMatchesMetrics
s@FindMatchesMetrics' {} Maybe ConfusionMatrix
a -> FindMatchesMetrics
s {$sel:confusionMatrix:FindMatchesMetrics' :: Maybe ConfusionMatrix
confusionMatrix = Maybe ConfusionMatrix
a} :: FindMatchesMetrics)
findMatchesMetrics_f1 :: Lens.Lens' FindMatchesMetrics (Prelude.Maybe Prelude.Double)
findMatchesMetrics_f1 :: Lens' FindMatchesMetrics (Maybe Double)
findMatchesMetrics_f1 = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\FindMatchesMetrics' {Maybe Double
f1 :: Maybe Double
$sel:f1:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
f1} -> Maybe Double
f1) (\s :: FindMatchesMetrics
s@FindMatchesMetrics' {} Maybe Double
a -> FindMatchesMetrics
s {$sel:f1:FindMatchesMetrics' :: Maybe Double
f1 = Maybe Double
a} :: FindMatchesMetrics)
findMatchesMetrics_precision :: Lens.Lens' FindMatchesMetrics (Prelude.Maybe Prelude.Double)
findMatchesMetrics_precision :: Lens' FindMatchesMetrics (Maybe Double)
findMatchesMetrics_precision = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\FindMatchesMetrics' {Maybe Double
precision :: Maybe Double
$sel:precision:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
precision} -> Maybe Double
precision) (\s :: FindMatchesMetrics
s@FindMatchesMetrics' {} Maybe Double
a -> FindMatchesMetrics
s {$sel:precision:FindMatchesMetrics' :: Maybe Double
precision = Maybe Double
a} :: FindMatchesMetrics)
findMatchesMetrics_recall :: Lens.Lens' FindMatchesMetrics (Prelude.Maybe Prelude.Double)
findMatchesMetrics_recall :: Lens' FindMatchesMetrics (Maybe Double)
findMatchesMetrics_recall = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\FindMatchesMetrics' {Maybe Double
recall :: Maybe Double
$sel:recall:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
recall} -> Maybe Double
recall) (\s :: FindMatchesMetrics
s@FindMatchesMetrics' {} Maybe Double
a -> FindMatchesMetrics
s {$sel:recall:FindMatchesMetrics' :: Maybe Double
recall = Maybe Double
a} :: FindMatchesMetrics)
instance Data.FromJSON FindMatchesMetrics where
parseJSON :: Value -> Parser FindMatchesMetrics
parseJSON =
forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
String
"FindMatchesMetrics"
( \Object
x ->
Maybe Double
-> Maybe [ColumnImportance]
-> Maybe ConfusionMatrix
-> Maybe Double
-> Maybe Double
-> Maybe Double
-> FindMatchesMetrics
FindMatchesMetrics'
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
"AreaUnderPRCurve")
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
"ColumnImportances"
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
"ConfusionMatrix")
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
"F1")
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
"Precision")
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
"Recall")
)
instance Prelude.Hashable FindMatchesMetrics where
hashWithSalt :: Int -> FindMatchesMetrics -> Int
hashWithSalt Int
_salt FindMatchesMetrics' {Maybe Double
Maybe [ColumnImportance]
Maybe ConfusionMatrix
recall :: Maybe Double
precision :: Maybe Double
f1 :: Maybe Double
confusionMatrix :: Maybe ConfusionMatrix
columnImportances :: Maybe [ColumnImportance]
areaUnderPRCurve :: Maybe Double
$sel:recall:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
$sel:precision:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
$sel:f1:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
$sel:confusionMatrix:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe ConfusionMatrix
$sel:columnImportances:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe [ColumnImportance]
$sel:areaUnderPRCurve:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
..} =
Int
_salt
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Double
areaUnderPRCurve
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe [ColumnImportance]
columnImportances
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe ConfusionMatrix
confusionMatrix
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Double
f1
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Double
precision
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Double
recall
instance Prelude.NFData FindMatchesMetrics where
rnf :: FindMatchesMetrics -> ()
rnf FindMatchesMetrics' {Maybe Double
Maybe [ColumnImportance]
Maybe ConfusionMatrix
recall :: Maybe Double
precision :: Maybe Double
f1 :: Maybe Double
confusionMatrix :: Maybe ConfusionMatrix
columnImportances :: Maybe [ColumnImportance]
areaUnderPRCurve :: Maybe Double
$sel:recall:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
$sel:precision:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
$sel:f1:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
$sel:confusionMatrix:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe ConfusionMatrix
$sel:columnImportances:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe [ColumnImportance]
$sel:areaUnderPRCurve:FindMatchesMetrics' :: FindMatchesMetrics -> Maybe Double
..} =
forall a. NFData a => a -> ()
Prelude.rnf Maybe Double
areaUnderPRCurve
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe [ColumnImportance]
columnImportances
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe ConfusionMatrix
confusionMatrix
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Double
f1
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Double
precision
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Double
recall