{-# 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.MonitoringBaselineConfig -- 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.MonitoringBaselineConfig 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.MonitoringConstraintsResource import Amazonka.SageMaker.Types.MonitoringStatisticsResource -- | Configuration for monitoring constraints and monitoring statistics. -- These baseline resources are compared against the results of the current -- job from the series of jobs scheduled to collect data periodically. -- -- /See:/ 'newMonitoringBaselineConfig' smart constructor. data MonitoringBaselineConfig = MonitoringBaselineConfig' { -- | The name of the job that performs baselining for the monitoring job. baseliningJobName :: Prelude.Maybe Prelude.Text, -- | The baseline constraint file in Amazon S3 that the current monitoring -- job should validated against. constraintsResource :: Prelude.Maybe MonitoringConstraintsResource, -- | The baseline statistics file in Amazon S3 that the current monitoring -- job should be validated against. statisticsResource :: Prelude.Maybe MonitoringStatisticsResource } deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic) -- | -- Create a value of 'MonitoringBaselineConfig' with all optional fields omitted. -- -- Use or to modify other optional fields. -- -- The following record fields are available, with the corresponding lenses provided -- for backwards compatibility: -- -- 'baseliningJobName', 'monitoringBaselineConfig_baseliningJobName' - The name of the job that performs baselining for the monitoring job. -- -- 'constraintsResource', 'monitoringBaselineConfig_constraintsResource' - The baseline constraint file in Amazon S3 that the current monitoring -- job should validated against. -- -- 'statisticsResource', 'monitoringBaselineConfig_statisticsResource' - The baseline statistics file in Amazon S3 that the current monitoring -- job should be validated against. newMonitoringBaselineConfig :: MonitoringBaselineConfig newMonitoringBaselineConfig = MonitoringBaselineConfig' { baseliningJobName = Prelude.Nothing, constraintsResource = Prelude.Nothing, statisticsResource = Prelude.Nothing } -- | The name of the job that performs baselining for the monitoring job. monitoringBaselineConfig_baseliningJobName :: Lens.Lens' MonitoringBaselineConfig (Prelude.Maybe Prelude.Text) monitoringBaselineConfig_baseliningJobName = Lens.lens (\MonitoringBaselineConfig' {baseliningJobName} -> baseliningJobName) (\s@MonitoringBaselineConfig' {} a -> s {baseliningJobName = a} :: MonitoringBaselineConfig) -- | The baseline constraint file in Amazon S3 that the current monitoring -- job should validated against. monitoringBaselineConfig_constraintsResource :: Lens.Lens' MonitoringBaselineConfig (Prelude.Maybe MonitoringConstraintsResource) monitoringBaselineConfig_constraintsResource = Lens.lens (\MonitoringBaselineConfig' {constraintsResource} -> constraintsResource) (\s@MonitoringBaselineConfig' {} a -> s {constraintsResource = a} :: MonitoringBaselineConfig) -- | The baseline statistics file in Amazon S3 that the current monitoring -- job should be validated against. monitoringBaselineConfig_statisticsResource :: Lens.Lens' MonitoringBaselineConfig (Prelude.Maybe MonitoringStatisticsResource) monitoringBaselineConfig_statisticsResource = Lens.lens (\MonitoringBaselineConfig' {statisticsResource} -> statisticsResource) (\s@MonitoringBaselineConfig' {} a -> s {statisticsResource = a} :: MonitoringBaselineConfig) instance Data.FromJSON MonitoringBaselineConfig where parseJSON = Data.withObject "MonitoringBaselineConfig" ( \x -> MonitoringBaselineConfig' Prelude.<$> (x Data..:? "BaseliningJobName") Prelude.<*> (x Data..:? "ConstraintsResource") Prelude.<*> (x Data..:? "StatisticsResource") ) instance Prelude.Hashable MonitoringBaselineConfig where hashWithSalt _salt MonitoringBaselineConfig' {..} = _salt `Prelude.hashWithSalt` baseliningJobName `Prelude.hashWithSalt` constraintsResource `Prelude.hashWithSalt` statisticsResource instance Prelude.NFData MonitoringBaselineConfig where rnf MonitoringBaselineConfig' {..} = Prelude.rnf baseliningJobName `Prelude.seq` Prelude.rnf constraintsResource `Prelude.seq` Prelude.rnf statisticsResource instance Data.ToJSON MonitoringBaselineConfig where toJSON MonitoringBaselineConfig' {..} = Data.object ( Prelude.catMaybes [ ("BaseliningJobName" Data..=) Prelude.<$> baseliningJobName, ("ConstraintsResource" Data..=) Prelude.<$> constraintsResource, ("StatisticsResource" Data..=) Prelude.<$> statisticsResource ] )