{-# 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.MonitoringJobDefinition
-- Copyright   : (c) 2013-2021 Brendan Hay
-- License     : Mozilla Public License, v. 2.0.
-- Maintainer  : Brendan Hay <brendan.g.hay+amazonka@gmail.com>
-- Stability   : auto-generated
-- Portability : non-portable (GHC extensions)
module Amazonka.SageMaker.Types.MonitoringJobDefinition where

import qualified Amazonka.Core as Core
import qualified Amazonka.Lens as Lens
import qualified Amazonka.Prelude as Prelude
import Amazonka.SageMaker.Types.MonitoringAppSpecification
import Amazonka.SageMaker.Types.MonitoringBaselineConfig
import Amazonka.SageMaker.Types.MonitoringInput
import Amazonka.SageMaker.Types.MonitoringOutputConfig
import Amazonka.SageMaker.Types.MonitoringResources
import Amazonka.SageMaker.Types.MonitoringStoppingCondition
import Amazonka.SageMaker.Types.NetworkConfig

-- | Defines the monitoring job.
--
-- /See:/ 'newMonitoringJobDefinition' smart constructor.
data MonitoringJobDefinition = MonitoringJobDefinition'
  { -- | Sets the environment variables in the Docker container.
    MonitoringJobDefinition -> Maybe (HashMap Text Text)
environment :: Prelude.Maybe (Prelude.HashMap Prelude.Text Prelude.Text),
    -- | Specifies a time limit for how long the monitoring job is allowed to
    -- run.
    MonitoringJobDefinition -> Maybe MonitoringStoppingCondition
stoppingCondition :: Prelude.Maybe MonitoringStoppingCondition,
    -- | Specifies networking options for an monitoring job.
    MonitoringJobDefinition -> Maybe NetworkConfig
networkConfig :: Prelude.Maybe NetworkConfig,
    -- | Baseline configuration used to validate that the data conforms to the
    -- specified constraints and statistics
    MonitoringJobDefinition -> Maybe MonitoringBaselineConfig
baselineConfig :: Prelude.Maybe MonitoringBaselineConfig,
    -- | The array of inputs for the monitoring job. Currently we support
    -- monitoring an Amazon SageMaker Endpoint.
    MonitoringJobDefinition -> NonEmpty MonitoringInput
monitoringInputs :: Prelude.NonEmpty MonitoringInput,
    -- | The array of outputs from the monitoring job to be uploaded to Amazon
    -- Simple Storage Service (Amazon S3).
    MonitoringJobDefinition -> MonitoringOutputConfig
monitoringOutputConfig :: MonitoringOutputConfig,
    -- | Identifies the resources, ML compute instances, and ML storage volumes
    -- to deploy for a monitoring job. In distributed processing, you specify
    -- more than one instance.
    MonitoringJobDefinition -> MonitoringResources
monitoringResources :: MonitoringResources,
    -- | Configures the monitoring job to run a specified Docker container image.
    MonitoringJobDefinition -> MonitoringAppSpecification
monitoringAppSpecification :: MonitoringAppSpecification,
    -- | The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can
    -- assume to perform tasks on your behalf.
    MonitoringJobDefinition -> Text
roleArn :: Prelude.Text
  }
  deriving (MonitoringJobDefinition -> MonitoringJobDefinition -> Bool
(MonitoringJobDefinition -> MonitoringJobDefinition -> Bool)
-> (MonitoringJobDefinition -> MonitoringJobDefinition -> Bool)
-> Eq MonitoringJobDefinition
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: MonitoringJobDefinition -> MonitoringJobDefinition -> Bool
$c/= :: MonitoringJobDefinition -> MonitoringJobDefinition -> Bool
== :: MonitoringJobDefinition -> MonitoringJobDefinition -> Bool
$c== :: MonitoringJobDefinition -> MonitoringJobDefinition -> Bool
Prelude.Eq, ReadPrec [MonitoringJobDefinition]
ReadPrec MonitoringJobDefinition
Int -> ReadS MonitoringJobDefinition
ReadS [MonitoringJobDefinition]
(Int -> ReadS MonitoringJobDefinition)
-> ReadS [MonitoringJobDefinition]
-> ReadPrec MonitoringJobDefinition
-> ReadPrec [MonitoringJobDefinition]
-> Read MonitoringJobDefinition
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [MonitoringJobDefinition]
$creadListPrec :: ReadPrec [MonitoringJobDefinition]
readPrec :: ReadPrec MonitoringJobDefinition
$creadPrec :: ReadPrec MonitoringJobDefinition
readList :: ReadS [MonitoringJobDefinition]
$creadList :: ReadS [MonitoringJobDefinition]
readsPrec :: Int -> ReadS MonitoringJobDefinition
$creadsPrec :: Int -> ReadS MonitoringJobDefinition
Prelude.Read, Int -> MonitoringJobDefinition -> ShowS
[MonitoringJobDefinition] -> ShowS
MonitoringJobDefinition -> String
(Int -> MonitoringJobDefinition -> ShowS)
-> (MonitoringJobDefinition -> String)
-> ([MonitoringJobDefinition] -> ShowS)
-> Show MonitoringJobDefinition
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [MonitoringJobDefinition] -> ShowS
$cshowList :: [MonitoringJobDefinition] -> ShowS
show :: MonitoringJobDefinition -> String
$cshow :: MonitoringJobDefinition -> String
showsPrec :: Int -> MonitoringJobDefinition -> ShowS
$cshowsPrec :: Int -> MonitoringJobDefinition -> ShowS
Prelude.Show, (forall x.
 MonitoringJobDefinition -> Rep MonitoringJobDefinition x)
-> (forall x.
    Rep MonitoringJobDefinition x -> MonitoringJobDefinition)
-> Generic MonitoringJobDefinition
forall x. Rep MonitoringJobDefinition x -> MonitoringJobDefinition
forall x. MonitoringJobDefinition -> Rep MonitoringJobDefinition x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x. Rep MonitoringJobDefinition x -> MonitoringJobDefinition
$cfrom :: forall x. MonitoringJobDefinition -> Rep MonitoringJobDefinition x
Prelude.Generic)

-- |
-- Create a value of 'MonitoringJobDefinition' 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:
--
-- 'environment', 'monitoringJobDefinition_environment' - Sets the environment variables in the Docker container.
--
-- 'stoppingCondition', 'monitoringJobDefinition_stoppingCondition' - Specifies a time limit for how long the monitoring job is allowed to
-- run.
--
-- 'networkConfig', 'monitoringJobDefinition_networkConfig' - Specifies networking options for an monitoring job.
--
-- 'baselineConfig', 'monitoringJobDefinition_baselineConfig' - Baseline configuration used to validate that the data conforms to the
-- specified constraints and statistics
--
-- 'monitoringInputs', 'monitoringJobDefinition_monitoringInputs' - The array of inputs for the monitoring job. Currently we support
-- monitoring an Amazon SageMaker Endpoint.
--
-- 'monitoringOutputConfig', 'monitoringJobDefinition_monitoringOutputConfig' - The array of outputs from the monitoring job to be uploaded to Amazon
-- Simple Storage Service (Amazon S3).
--
-- 'monitoringResources', 'monitoringJobDefinition_monitoringResources' - Identifies the resources, ML compute instances, and ML storage volumes
-- to deploy for a monitoring job. In distributed processing, you specify
-- more than one instance.
--
-- 'monitoringAppSpecification', 'monitoringJobDefinition_monitoringAppSpecification' - Configures the monitoring job to run a specified Docker container image.
--
-- 'roleArn', 'monitoringJobDefinition_roleArn' - The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can
-- assume to perform tasks on your behalf.
newMonitoringJobDefinition ::
  -- | 'monitoringInputs'
  Prelude.NonEmpty MonitoringInput ->
  -- | 'monitoringOutputConfig'
  MonitoringOutputConfig ->
  -- | 'monitoringResources'
  MonitoringResources ->
  -- | 'monitoringAppSpecification'
  MonitoringAppSpecification ->
  -- | 'roleArn'
  Prelude.Text ->
  MonitoringJobDefinition
newMonitoringJobDefinition :: NonEmpty MonitoringInput
-> MonitoringOutputConfig
-> MonitoringResources
-> MonitoringAppSpecification
-> Text
-> MonitoringJobDefinition
newMonitoringJobDefinition
  NonEmpty MonitoringInput
pMonitoringInputs_
  MonitoringOutputConfig
pMonitoringOutputConfig_
  MonitoringResources
pMonitoringResources_
  MonitoringAppSpecification
pMonitoringAppSpecification_
  Text
pRoleArn_ =
    MonitoringJobDefinition' :: Maybe (HashMap Text Text)
-> Maybe MonitoringStoppingCondition
-> Maybe NetworkConfig
-> Maybe MonitoringBaselineConfig
-> NonEmpty MonitoringInput
-> MonitoringOutputConfig
-> MonitoringResources
-> MonitoringAppSpecification
-> Text
-> MonitoringJobDefinition
MonitoringJobDefinition'
      { $sel:environment:MonitoringJobDefinition' :: Maybe (HashMap Text Text)
environment =
          Maybe (HashMap Text Text)
forall a. Maybe a
Prelude.Nothing,
        $sel:stoppingCondition:MonitoringJobDefinition' :: Maybe MonitoringStoppingCondition
stoppingCondition = Maybe MonitoringStoppingCondition
forall a. Maybe a
Prelude.Nothing,
        $sel:networkConfig:MonitoringJobDefinition' :: Maybe NetworkConfig
networkConfig = Maybe NetworkConfig
forall a. Maybe a
Prelude.Nothing,
        $sel:baselineConfig:MonitoringJobDefinition' :: Maybe MonitoringBaselineConfig
baselineConfig = Maybe MonitoringBaselineConfig
forall a. Maybe a
Prelude.Nothing,
        $sel:monitoringInputs:MonitoringJobDefinition' :: NonEmpty MonitoringInput
monitoringInputs =
          Tagged
  (NonEmpty MonitoringInput) (Identity (NonEmpty MonitoringInput))
-> Tagged
     (NonEmpty MonitoringInput) (Identity (NonEmpty MonitoringInput))
forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced (Tagged
   (NonEmpty MonitoringInput) (Identity (NonEmpty MonitoringInput))
 -> Tagged
      (NonEmpty MonitoringInput) (Identity (NonEmpty MonitoringInput)))
-> NonEmpty MonitoringInput -> NonEmpty MonitoringInput
forall t b. AReview t b -> b -> t
Lens.# NonEmpty MonitoringInput
pMonitoringInputs_,
        $sel:monitoringOutputConfig:MonitoringJobDefinition' :: MonitoringOutputConfig
monitoringOutputConfig = MonitoringOutputConfig
pMonitoringOutputConfig_,
        $sel:monitoringResources:MonitoringJobDefinition' :: MonitoringResources
monitoringResources = MonitoringResources
pMonitoringResources_,
        $sel:monitoringAppSpecification:MonitoringJobDefinition' :: MonitoringAppSpecification
monitoringAppSpecification =
          MonitoringAppSpecification
pMonitoringAppSpecification_,
        $sel:roleArn:MonitoringJobDefinition' :: Text
roleArn = Text
pRoleArn_
      }

-- | Sets the environment variables in the Docker container.
monitoringJobDefinition_environment :: Lens.Lens' MonitoringJobDefinition (Prelude.Maybe (Prelude.HashMap Prelude.Text Prelude.Text))
monitoringJobDefinition_environment :: (Maybe (HashMap Text Text) -> f (Maybe (HashMap Text Text)))
-> MonitoringJobDefinition -> f MonitoringJobDefinition
monitoringJobDefinition_environment = (MonitoringJobDefinition -> Maybe (HashMap Text Text))
-> (MonitoringJobDefinition
    -> Maybe (HashMap Text Text) -> MonitoringJobDefinition)
-> Lens
     MonitoringJobDefinition
     MonitoringJobDefinition
     (Maybe (HashMap Text Text))
     (Maybe (HashMap Text Text))
forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\MonitoringJobDefinition' {Maybe (HashMap Text Text)
environment :: Maybe (HashMap Text Text)
$sel:environment:MonitoringJobDefinition' :: MonitoringJobDefinition -> Maybe (HashMap Text Text)
environment} -> Maybe (HashMap Text Text)
environment) (\s :: MonitoringJobDefinition
s@MonitoringJobDefinition' {} Maybe (HashMap Text Text)
a -> MonitoringJobDefinition
s {$sel:environment:MonitoringJobDefinition' :: Maybe (HashMap Text Text)
environment = Maybe (HashMap Text Text)
a} :: MonitoringJobDefinition) ((Maybe (HashMap Text Text) -> f (Maybe (HashMap Text Text)))
 -> MonitoringJobDefinition -> f MonitoringJobDefinition)
-> ((Maybe (HashMap Text Text) -> f (Maybe (HashMap Text Text)))
    -> Maybe (HashMap Text Text) -> f (Maybe (HashMap Text Text)))
-> (Maybe (HashMap Text Text) -> f (Maybe (HashMap Text Text)))
-> MonitoringJobDefinition
-> f MonitoringJobDefinition
forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. AnIso
  (HashMap Text Text)
  (HashMap Text Text)
  (HashMap Text Text)
  (HashMap Text Text)
-> Iso
     (Maybe (HashMap Text Text))
     (Maybe (HashMap Text Text))
     (Maybe (HashMap Text Text))
     (Maybe (HashMap Text Text))
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 AnIso
  (HashMap Text Text)
  (HashMap Text Text)
  (HashMap Text Text)
  (HashMap Text Text)
forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced

-- | Specifies a time limit for how long the monitoring job is allowed to
-- run.
monitoringJobDefinition_stoppingCondition :: Lens.Lens' MonitoringJobDefinition (Prelude.Maybe MonitoringStoppingCondition)
monitoringJobDefinition_stoppingCondition :: (Maybe MonitoringStoppingCondition
 -> f (Maybe MonitoringStoppingCondition))
-> MonitoringJobDefinition -> f MonitoringJobDefinition
monitoringJobDefinition_stoppingCondition = (MonitoringJobDefinition -> Maybe MonitoringStoppingCondition)
-> (MonitoringJobDefinition
    -> Maybe MonitoringStoppingCondition -> MonitoringJobDefinition)
-> Lens
     MonitoringJobDefinition
     MonitoringJobDefinition
     (Maybe MonitoringStoppingCondition)
     (Maybe MonitoringStoppingCondition)
forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\MonitoringJobDefinition' {Maybe MonitoringStoppingCondition
stoppingCondition :: Maybe MonitoringStoppingCondition
$sel:stoppingCondition:MonitoringJobDefinition' :: MonitoringJobDefinition -> Maybe MonitoringStoppingCondition
stoppingCondition} -> Maybe MonitoringStoppingCondition
stoppingCondition) (\s :: MonitoringJobDefinition
s@MonitoringJobDefinition' {} Maybe MonitoringStoppingCondition
a -> MonitoringJobDefinition
s {$sel:stoppingCondition:MonitoringJobDefinition' :: Maybe MonitoringStoppingCondition
stoppingCondition = Maybe MonitoringStoppingCondition
a} :: MonitoringJobDefinition)

-- | Specifies networking options for an monitoring job.
monitoringJobDefinition_networkConfig :: Lens.Lens' MonitoringJobDefinition (Prelude.Maybe NetworkConfig)
monitoringJobDefinition_networkConfig :: (Maybe NetworkConfig -> f (Maybe NetworkConfig))
-> MonitoringJobDefinition -> f MonitoringJobDefinition
monitoringJobDefinition_networkConfig = (MonitoringJobDefinition -> Maybe NetworkConfig)
-> (MonitoringJobDefinition
    -> Maybe NetworkConfig -> MonitoringJobDefinition)
-> Lens
     MonitoringJobDefinition
     MonitoringJobDefinition
     (Maybe NetworkConfig)
     (Maybe NetworkConfig)
forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\MonitoringJobDefinition' {Maybe NetworkConfig
networkConfig :: Maybe NetworkConfig
$sel:networkConfig:MonitoringJobDefinition' :: MonitoringJobDefinition -> Maybe NetworkConfig
networkConfig} -> Maybe NetworkConfig
networkConfig) (\s :: MonitoringJobDefinition
s@MonitoringJobDefinition' {} Maybe NetworkConfig
a -> MonitoringJobDefinition
s {$sel:networkConfig:MonitoringJobDefinition' :: Maybe NetworkConfig
networkConfig = Maybe NetworkConfig
a} :: MonitoringJobDefinition)

-- | Baseline configuration used to validate that the data conforms to the
-- specified constraints and statistics
monitoringJobDefinition_baselineConfig :: Lens.Lens' MonitoringJobDefinition (Prelude.Maybe MonitoringBaselineConfig)
monitoringJobDefinition_baselineConfig :: (Maybe MonitoringBaselineConfig
 -> f (Maybe MonitoringBaselineConfig))
-> MonitoringJobDefinition -> f MonitoringJobDefinition
monitoringJobDefinition_baselineConfig = (MonitoringJobDefinition -> Maybe MonitoringBaselineConfig)
-> (MonitoringJobDefinition
    -> Maybe MonitoringBaselineConfig -> MonitoringJobDefinition)
-> Lens
     MonitoringJobDefinition
     MonitoringJobDefinition
     (Maybe MonitoringBaselineConfig)
     (Maybe MonitoringBaselineConfig)
forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\MonitoringJobDefinition' {Maybe MonitoringBaselineConfig
baselineConfig :: Maybe MonitoringBaselineConfig
$sel:baselineConfig:MonitoringJobDefinition' :: MonitoringJobDefinition -> Maybe MonitoringBaselineConfig
baselineConfig} -> Maybe MonitoringBaselineConfig
baselineConfig) (\s :: MonitoringJobDefinition
s@MonitoringJobDefinition' {} Maybe MonitoringBaselineConfig
a -> MonitoringJobDefinition
s {$sel:baselineConfig:MonitoringJobDefinition' :: Maybe MonitoringBaselineConfig
baselineConfig = Maybe MonitoringBaselineConfig
a} :: MonitoringJobDefinition)

-- | The array of inputs for the monitoring job. Currently we support
-- monitoring an Amazon SageMaker Endpoint.
monitoringJobDefinition_monitoringInputs :: Lens.Lens' MonitoringJobDefinition (Prelude.NonEmpty MonitoringInput)
monitoringJobDefinition_monitoringInputs :: (NonEmpty MonitoringInput -> f (NonEmpty MonitoringInput))
-> MonitoringJobDefinition -> f MonitoringJobDefinition
monitoringJobDefinition_monitoringInputs = (MonitoringJobDefinition -> NonEmpty MonitoringInput)
-> (MonitoringJobDefinition
    -> NonEmpty MonitoringInput -> MonitoringJobDefinition)
-> Lens
     MonitoringJobDefinition
     MonitoringJobDefinition
     (NonEmpty MonitoringInput)
     (NonEmpty MonitoringInput)
forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\MonitoringJobDefinition' {NonEmpty MonitoringInput
monitoringInputs :: NonEmpty MonitoringInput
$sel:monitoringInputs:MonitoringJobDefinition' :: MonitoringJobDefinition -> NonEmpty MonitoringInput
monitoringInputs} -> NonEmpty MonitoringInput
monitoringInputs) (\s :: MonitoringJobDefinition
s@MonitoringJobDefinition' {} NonEmpty MonitoringInput
a -> MonitoringJobDefinition
s {$sel:monitoringInputs:MonitoringJobDefinition' :: NonEmpty MonitoringInput
monitoringInputs = NonEmpty MonitoringInput
a} :: MonitoringJobDefinition) ((NonEmpty MonitoringInput -> f (NonEmpty MonitoringInput))
 -> MonitoringJobDefinition -> f MonitoringJobDefinition)
-> ((NonEmpty MonitoringInput -> f (NonEmpty MonitoringInput))
    -> NonEmpty MonitoringInput -> f (NonEmpty MonitoringInput))
-> (NonEmpty MonitoringInput -> f (NonEmpty MonitoringInput))
-> MonitoringJobDefinition
-> f MonitoringJobDefinition
forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. (NonEmpty MonitoringInput -> f (NonEmpty MonitoringInput))
-> NonEmpty MonitoringInput -> f (NonEmpty MonitoringInput)
forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced

-- | The array of outputs from the monitoring job to be uploaded to Amazon
-- Simple Storage Service (Amazon S3).
monitoringJobDefinition_monitoringOutputConfig :: Lens.Lens' MonitoringJobDefinition MonitoringOutputConfig
monitoringJobDefinition_monitoringOutputConfig :: (MonitoringOutputConfig -> f MonitoringOutputConfig)
-> MonitoringJobDefinition -> f MonitoringJobDefinition
monitoringJobDefinition_monitoringOutputConfig = (MonitoringJobDefinition -> MonitoringOutputConfig)
-> (MonitoringJobDefinition
    -> MonitoringOutputConfig -> MonitoringJobDefinition)
-> Lens
     MonitoringJobDefinition
     MonitoringJobDefinition
     MonitoringOutputConfig
     MonitoringOutputConfig
forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\MonitoringJobDefinition' {MonitoringOutputConfig
monitoringOutputConfig :: MonitoringOutputConfig
$sel:monitoringOutputConfig:MonitoringJobDefinition' :: MonitoringJobDefinition -> MonitoringOutputConfig
monitoringOutputConfig} -> MonitoringOutputConfig
monitoringOutputConfig) (\s :: MonitoringJobDefinition
s@MonitoringJobDefinition' {} MonitoringOutputConfig
a -> MonitoringJobDefinition
s {$sel:monitoringOutputConfig:MonitoringJobDefinition' :: MonitoringOutputConfig
monitoringOutputConfig = MonitoringOutputConfig
a} :: MonitoringJobDefinition)

-- | Identifies the resources, ML compute instances, and ML storage volumes
-- to deploy for a monitoring job. In distributed processing, you specify
-- more than one instance.
monitoringJobDefinition_monitoringResources :: Lens.Lens' MonitoringJobDefinition MonitoringResources
monitoringJobDefinition_monitoringResources :: (MonitoringResources -> f MonitoringResources)
-> MonitoringJobDefinition -> f MonitoringJobDefinition
monitoringJobDefinition_monitoringResources = (MonitoringJobDefinition -> MonitoringResources)
-> (MonitoringJobDefinition
    -> MonitoringResources -> MonitoringJobDefinition)
-> Lens
     MonitoringJobDefinition
     MonitoringJobDefinition
     MonitoringResources
     MonitoringResources
forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\MonitoringJobDefinition' {MonitoringResources
monitoringResources :: MonitoringResources
$sel:monitoringResources:MonitoringJobDefinition' :: MonitoringJobDefinition -> MonitoringResources
monitoringResources} -> MonitoringResources
monitoringResources) (\s :: MonitoringJobDefinition
s@MonitoringJobDefinition' {} MonitoringResources
a -> MonitoringJobDefinition
s {$sel:monitoringResources:MonitoringJobDefinition' :: MonitoringResources
monitoringResources = MonitoringResources
a} :: MonitoringJobDefinition)

-- | Configures the monitoring job to run a specified Docker container image.
monitoringJobDefinition_monitoringAppSpecification :: Lens.Lens' MonitoringJobDefinition MonitoringAppSpecification
monitoringJobDefinition_monitoringAppSpecification :: (MonitoringAppSpecification -> f MonitoringAppSpecification)
-> MonitoringJobDefinition -> f MonitoringJobDefinition
monitoringJobDefinition_monitoringAppSpecification = (MonitoringJobDefinition -> MonitoringAppSpecification)
-> (MonitoringJobDefinition
    -> MonitoringAppSpecification -> MonitoringJobDefinition)
-> Lens
     MonitoringJobDefinition
     MonitoringJobDefinition
     MonitoringAppSpecification
     MonitoringAppSpecification
forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\MonitoringJobDefinition' {MonitoringAppSpecification
monitoringAppSpecification :: MonitoringAppSpecification
$sel:monitoringAppSpecification:MonitoringJobDefinition' :: MonitoringJobDefinition -> MonitoringAppSpecification
monitoringAppSpecification} -> MonitoringAppSpecification
monitoringAppSpecification) (\s :: MonitoringJobDefinition
s@MonitoringJobDefinition' {} MonitoringAppSpecification
a -> MonitoringJobDefinition
s {$sel:monitoringAppSpecification:MonitoringJobDefinition' :: MonitoringAppSpecification
monitoringAppSpecification = MonitoringAppSpecification
a} :: MonitoringJobDefinition)

-- | The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can
-- assume to perform tasks on your behalf.
monitoringJobDefinition_roleArn :: Lens.Lens' MonitoringJobDefinition Prelude.Text
monitoringJobDefinition_roleArn :: (Text -> f Text)
-> MonitoringJobDefinition -> f MonitoringJobDefinition
monitoringJobDefinition_roleArn = (MonitoringJobDefinition -> Text)
-> (MonitoringJobDefinition -> Text -> MonitoringJobDefinition)
-> Lens MonitoringJobDefinition MonitoringJobDefinition Text Text
forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\MonitoringJobDefinition' {Text
roleArn :: Text
$sel:roleArn:MonitoringJobDefinition' :: MonitoringJobDefinition -> Text
roleArn} -> Text
roleArn) (\s :: MonitoringJobDefinition
s@MonitoringJobDefinition' {} Text
a -> MonitoringJobDefinition
s {$sel:roleArn:MonitoringJobDefinition' :: Text
roleArn = Text
a} :: MonitoringJobDefinition)

instance Core.FromJSON MonitoringJobDefinition where
  parseJSON :: Value -> Parser MonitoringJobDefinition
parseJSON =
    String
-> (Object -> Parser MonitoringJobDefinition)
-> Value
-> Parser MonitoringJobDefinition
forall a. String -> (Object -> Parser a) -> Value -> Parser a
Core.withObject
      String
"MonitoringJobDefinition"
      ( \Object
x ->
          Maybe (HashMap Text Text)
-> Maybe MonitoringStoppingCondition
-> Maybe NetworkConfig
-> Maybe MonitoringBaselineConfig
-> NonEmpty MonitoringInput
-> MonitoringOutputConfig
-> MonitoringResources
-> MonitoringAppSpecification
-> Text
-> MonitoringJobDefinition
MonitoringJobDefinition'
            (Maybe (HashMap Text Text)
 -> Maybe MonitoringStoppingCondition
 -> Maybe NetworkConfig
 -> Maybe MonitoringBaselineConfig
 -> NonEmpty MonitoringInput
 -> MonitoringOutputConfig
 -> MonitoringResources
 -> MonitoringAppSpecification
 -> Text
 -> MonitoringJobDefinition)
-> Parser (Maybe (HashMap Text Text))
-> Parser
     (Maybe MonitoringStoppingCondition
      -> Maybe NetworkConfig
      -> Maybe MonitoringBaselineConfig
      -> NonEmpty MonitoringInput
      -> MonitoringOutputConfig
      -> MonitoringResources
      -> MonitoringAppSpecification
      -> Text
      -> MonitoringJobDefinition)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> (Object
x Object -> Text -> Parser (Maybe (Maybe (HashMap Text Text)))
forall a. FromJSON a => Object -> Text -> Parser (Maybe a)
Core..:? Text
"Environment" Parser (Maybe (Maybe (HashMap Text Text)))
-> Maybe (HashMap Text Text) -> Parser (Maybe (HashMap Text Text))
forall a. Parser (Maybe a) -> a -> Parser a
Core..!= Maybe (HashMap Text Text)
forall a. Monoid a => a
Prelude.mempty)
            Parser
  (Maybe MonitoringStoppingCondition
   -> Maybe NetworkConfig
   -> Maybe MonitoringBaselineConfig
   -> NonEmpty MonitoringInput
   -> MonitoringOutputConfig
   -> MonitoringResources
   -> MonitoringAppSpecification
   -> Text
   -> MonitoringJobDefinition)
-> Parser (Maybe MonitoringStoppingCondition)
-> Parser
     (Maybe NetworkConfig
      -> Maybe MonitoringBaselineConfig
      -> NonEmpty MonitoringInput
      -> MonitoringOutputConfig
      -> MonitoringResources
      -> MonitoringAppSpecification
      -> Text
      -> MonitoringJobDefinition)
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x Object -> Text -> Parser (Maybe MonitoringStoppingCondition)
forall a. FromJSON a => Object -> Text -> Parser (Maybe a)
Core..:? Text
"StoppingCondition")
            Parser
  (Maybe NetworkConfig
   -> Maybe MonitoringBaselineConfig
   -> NonEmpty MonitoringInput
   -> MonitoringOutputConfig
   -> MonitoringResources
   -> MonitoringAppSpecification
   -> Text
   -> MonitoringJobDefinition)
-> Parser (Maybe NetworkConfig)
-> Parser
     (Maybe MonitoringBaselineConfig
      -> NonEmpty MonitoringInput
      -> MonitoringOutputConfig
      -> MonitoringResources
      -> MonitoringAppSpecification
      -> Text
      -> MonitoringJobDefinition)
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x Object -> Text -> Parser (Maybe NetworkConfig)
forall a. FromJSON a => Object -> Text -> Parser (Maybe a)
Core..:? Text
"NetworkConfig")
            Parser
  (Maybe MonitoringBaselineConfig
   -> NonEmpty MonitoringInput
   -> MonitoringOutputConfig
   -> MonitoringResources
   -> MonitoringAppSpecification
   -> Text
   -> MonitoringJobDefinition)
-> Parser (Maybe MonitoringBaselineConfig)
-> Parser
     (NonEmpty MonitoringInput
      -> MonitoringOutputConfig
      -> MonitoringResources
      -> MonitoringAppSpecification
      -> Text
      -> MonitoringJobDefinition)
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x Object -> Text -> Parser (Maybe MonitoringBaselineConfig)
forall a. FromJSON a => Object -> Text -> Parser (Maybe a)
Core..:? Text
"BaselineConfig")
            Parser
  (NonEmpty MonitoringInput
   -> MonitoringOutputConfig
   -> MonitoringResources
   -> MonitoringAppSpecification
   -> Text
   -> MonitoringJobDefinition)
-> Parser (NonEmpty MonitoringInput)
-> Parser
     (MonitoringOutputConfig
      -> MonitoringResources
      -> MonitoringAppSpecification
      -> Text
      -> MonitoringJobDefinition)
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x Object -> Text -> Parser (NonEmpty MonitoringInput)
forall a. FromJSON a => Object -> Text -> Parser a
Core..: Text
"MonitoringInputs")
            Parser
  (MonitoringOutputConfig
   -> MonitoringResources
   -> MonitoringAppSpecification
   -> Text
   -> MonitoringJobDefinition)
-> Parser MonitoringOutputConfig
-> Parser
     (MonitoringResources
      -> MonitoringAppSpecification -> Text -> MonitoringJobDefinition)
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x Object -> Text -> Parser MonitoringOutputConfig
forall a. FromJSON a => Object -> Text -> Parser a
Core..: Text
"MonitoringOutputConfig")
            Parser
  (MonitoringResources
   -> MonitoringAppSpecification -> Text -> MonitoringJobDefinition)
-> Parser MonitoringResources
-> Parser
     (MonitoringAppSpecification -> Text -> MonitoringJobDefinition)
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x Object -> Text -> Parser MonitoringResources
forall a. FromJSON a => Object -> Text -> Parser a
Core..: Text
"MonitoringResources")
            Parser
  (MonitoringAppSpecification -> Text -> MonitoringJobDefinition)
-> Parser MonitoringAppSpecification
-> Parser (Text -> MonitoringJobDefinition)
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x Object -> Text -> Parser MonitoringAppSpecification
forall a. FromJSON a => Object -> Text -> Parser a
Core..: Text
"MonitoringAppSpecification")
            Parser (Text -> MonitoringJobDefinition)
-> Parser Text -> Parser MonitoringJobDefinition
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x Object -> Text -> Parser Text
forall a. FromJSON a => Object -> Text -> Parser a
Core..: Text
"RoleArn")
      )

instance Prelude.Hashable MonitoringJobDefinition

instance Prelude.NFData MonitoringJobDefinition

instance Core.ToJSON MonitoringJobDefinition where
  toJSON :: MonitoringJobDefinition -> Value
toJSON MonitoringJobDefinition' {Maybe (HashMap Text Text)
Maybe MonitoringBaselineConfig
Maybe MonitoringStoppingCondition
Maybe NetworkConfig
NonEmpty MonitoringInput
Text
MonitoringAppSpecification
MonitoringResources
MonitoringOutputConfig
roleArn :: Text
monitoringAppSpecification :: MonitoringAppSpecification
monitoringResources :: MonitoringResources
monitoringOutputConfig :: MonitoringOutputConfig
monitoringInputs :: NonEmpty MonitoringInput
baselineConfig :: Maybe MonitoringBaselineConfig
networkConfig :: Maybe NetworkConfig
stoppingCondition :: Maybe MonitoringStoppingCondition
environment :: Maybe (HashMap Text Text)
$sel:roleArn:MonitoringJobDefinition' :: MonitoringJobDefinition -> Text
$sel:monitoringAppSpecification:MonitoringJobDefinition' :: MonitoringJobDefinition -> MonitoringAppSpecification
$sel:monitoringResources:MonitoringJobDefinition' :: MonitoringJobDefinition -> MonitoringResources
$sel:monitoringOutputConfig:MonitoringJobDefinition' :: MonitoringJobDefinition -> MonitoringOutputConfig
$sel:monitoringInputs:MonitoringJobDefinition' :: MonitoringJobDefinition -> NonEmpty MonitoringInput
$sel:baselineConfig:MonitoringJobDefinition' :: MonitoringJobDefinition -> Maybe MonitoringBaselineConfig
$sel:networkConfig:MonitoringJobDefinition' :: MonitoringJobDefinition -> Maybe NetworkConfig
$sel:stoppingCondition:MonitoringJobDefinition' :: MonitoringJobDefinition -> Maybe MonitoringStoppingCondition
$sel:environment:MonitoringJobDefinition' :: MonitoringJobDefinition -> Maybe (HashMap Text Text)
..} =
    [Pair] -> Value
Core.object
      ( [Maybe Pair] -> [Pair]
forall a. [Maybe a] -> [a]
Prelude.catMaybes
          [ (Text
"Environment" Text -> HashMap Text Text -> Pair
forall kv v. (KeyValue kv, ToJSON v) => Text -> v -> kv
Core..=) (HashMap Text Text -> Pair)
-> Maybe (HashMap Text Text) -> Maybe Pair
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe (HashMap Text Text)
environment,
            (Text
"StoppingCondition" Text -> MonitoringStoppingCondition -> Pair
forall kv v. (KeyValue kv, ToJSON v) => Text -> v -> kv
Core..=)
              (MonitoringStoppingCondition -> Pair)
-> Maybe MonitoringStoppingCondition -> Maybe Pair
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe MonitoringStoppingCondition
stoppingCondition,
            (Text
"NetworkConfig" Text -> NetworkConfig -> Pair
forall kv v. (KeyValue kv, ToJSON v) => Text -> v -> kv
Core..=) (NetworkConfig -> Pair) -> Maybe NetworkConfig -> Maybe Pair
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe NetworkConfig
networkConfig,
            (Text
"BaselineConfig" Text -> MonitoringBaselineConfig -> Pair
forall kv v. (KeyValue kv, ToJSON v) => Text -> v -> kv
Core..=)
              (MonitoringBaselineConfig -> Pair)
-> Maybe MonitoringBaselineConfig -> Maybe Pair
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe MonitoringBaselineConfig
baselineConfig,
            Pair -> Maybe Pair
forall a. a -> Maybe a
Prelude.Just
              (Text
"MonitoringInputs" Text -> NonEmpty MonitoringInput -> Pair
forall kv v. (KeyValue kv, ToJSON v) => Text -> v -> kv
Core..= NonEmpty MonitoringInput
monitoringInputs),
            Pair -> Maybe Pair
forall a. a -> Maybe a
Prelude.Just
              ( Text
"MonitoringOutputConfig"
                  Text -> MonitoringOutputConfig -> Pair
forall kv v. (KeyValue kv, ToJSON v) => Text -> v -> kv
Core..= MonitoringOutputConfig
monitoringOutputConfig
              ),
            Pair -> Maybe Pair
forall a. a -> Maybe a
Prelude.Just
              (Text
"MonitoringResources" Text -> MonitoringResources -> Pair
forall kv v. (KeyValue kv, ToJSON v) => Text -> v -> kv
Core..= MonitoringResources
monitoringResources),
            Pair -> Maybe Pair
forall a. a -> Maybe a
Prelude.Just
              ( Text
"MonitoringAppSpecification"
                  Text -> MonitoringAppSpecification -> Pair
forall kv v. (KeyValue kv, ToJSON v) => Text -> v -> kv
Core..= MonitoringAppSpecification
monitoringAppSpecification
              ),
            Pair -> Maybe Pair
forall a. a -> Maybe a
Prelude.Just (Text
"RoleArn" Text -> Text -> Pair
forall kv v. (KeyValue kv, ToJSON v) => Text -> v -> kv
Core..= Text
roleArn)
          ]
      )