DescribeHyperParameterTuningJob.hs

{-# LANGUAGE DeriveGeneric #-}
{-# LANGUAGE DuplicateRecordFields #-}
{-# LANGUAGE NamedFieldPuns #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE RecordWildCards #-}
{-# LANGUAGE StrictData #-}
{-# LANGUAGE TypeFamilies #-}
{-# LANGUAGE NoImplicitPrelude #-}
{-# OPTIONS_GHC -fno-warn-unused-binds #-}
{-# 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.DescribeHyperParameterTuningJob
-- Copyright   : (c) 2013-2023 Brendan Hay
-- License     : Mozilla Public License, v. 2.0.
-- Maintainer  : Brendan Hay
-- Stability   : auto-generated
-- Portability : non-portable (GHC extensions)
--
-- Gets a description of a hyperparameter tuning job.
module Amazonka.SageMaker.DescribeHyperParameterTuningJob
  ( -- * Creating a Request
    DescribeHyperParameterTuningJob (..),
    newDescribeHyperParameterTuningJob,

    -- * Request Lenses
    describeHyperParameterTuningJob_hyperParameterTuningJobName,

    -- * Destructuring the Response
    DescribeHyperParameterTuningJobResponse (..),
    newDescribeHyperParameterTuningJobResponse,

    -- * Response Lenses
    describeHyperParameterTuningJobResponse_bestTrainingJob,
    describeHyperParameterTuningJobResponse_failureReason,
    describeHyperParameterTuningJobResponse_hyperParameterTuningEndTime,
    describeHyperParameterTuningJobResponse_lastModifiedTime,
    describeHyperParameterTuningJobResponse_overallBestTrainingJob,
    describeHyperParameterTuningJobResponse_trainingJobDefinition,
    describeHyperParameterTuningJobResponse_trainingJobDefinitions,
    describeHyperParameterTuningJobResponse_warmStartConfig,
    describeHyperParameterTuningJobResponse_httpStatus,
    describeHyperParameterTuningJobResponse_hyperParameterTuningJobName,
    describeHyperParameterTuningJobResponse_hyperParameterTuningJobArn,
    describeHyperParameterTuningJobResponse_hyperParameterTuningJobConfig,
    describeHyperParameterTuningJobResponse_hyperParameterTuningJobStatus,
    describeHyperParameterTuningJobResponse_creationTime,
    describeHyperParameterTuningJobResponse_trainingJobStatusCounters,
    describeHyperParameterTuningJobResponse_objectiveStatusCounters,
  )
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 qualified Amazonka.Request as Request
import qualified Amazonka.Response as Response
import Amazonka.SageMaker.Types

-- | /See:/ 'newDescribeHyperParameterTuningJob' smart constructor.
data DescribeHyperParameterTuningJob = DescribeHyperParameterTuningJob'
  { -- | The name of the tuning job.
    hyperParameterTuningJobName :: Prelude.Text
  }
  deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic)

-- |
-- Create a value of 'DescribeHyperParameterTuningJob' 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:
--
-- 'hyperParameterTuningJobName', 'describeHyperParameterTuningJob_hyperParameterTuningJobName' - The name of the tuning job.
newDescribeHyperParameterTuningJob ::
  -- | 'hyperParameterTuningJobName'
  Prelude.Text ->
  DescribeHyperParameterTuningJob
newDescribeHyperParameterTuningJob
  pHyperParameterTuningJobName_ =
    DescribeHyperParameterTuningJob'
      { hyperParameterTuningJobName =
          pHyperParameterTuningJobName_
      }

-- | The name of the tuning job.
describeHyperParameterTuningJob_hyperParameterTuningJobName :: Lens.Lens' DescribeHyperParameterTuningJob Prelude.Text
describeHyperParameterTuningJob_hyperParameterTuningJobName = Lens.lens (\DescribeHyperParameterTuningJob' {hyperParameterTuningJobName} -> hyperParameterTuningJobName) (\s@DescribeHyperParameterTuningJob' {} a -> s {hyperParameterTuningJobName = a} :: DescribeHyperParameterTuningJob)

instance
  Core.AWSRequest
    DescribeHyperParameterTuningJob
  where
  type
    AWSResponse DescribeHyperParameterTuningJob =
      DescribeHyperParameterTuningJobResponse
  request overrides =
    Request.postJSON (overrides defaultService)
  response =
    Response.receiveJSON
      ( \s h x ->
          DescribeHyperParameterTuningJobResponse'
            Prelude.<$> (x Data..?> "BestTrainingJob")
            Prelude.<*> (x Data..?> "FailureReason")
            Prelude.<*> (x Data..?> "HyperParameterTuningEndTime")
            Prelude.<*> (x Data..?> "LastModifiedTime")
            Prelude.<*> (x Data..?> "OverallBestTrainingJob")
            Prelude.<*> (x Data..?> "TrainingJobDefinition")
            Prelude.<*> (x Data..?> "TrainingJobDefinitions")
            Prelude.<*> (x Data..?> "WarmStartConfig")
            Prelude.<*> (Prelude.pure (Prelude.fromEnum s))
            Prelude.<*> (x Data..:> "HyperParameterTuningJobName")
            Prelude.<*> (x Data..:> "HyperParameterTuningJobArn")
            Prelude.<*> (x Data..:> "HyperParameterTuningJobConfig")
            Prelude.<*> (x Data..:> "HyperParameterTuningJobStatus")
            Prelude.<*> (x Data..:> "CreationTime")
            Prelude.<*> (x Data..:> "TrainingJobStatusCounters")
            Prelude.<*> (x Data..:> "ObjectiveStatusCounters")
      )

instance
  Prelude.Hashable
    DescribeHyperParameterTuningJob
  where
  hashWithSalt
    _salt
    DescribeHyperParameterTuningJob' {..} =
      _salt
        `Prelude.hashWithSalt` hyperParameterTuningJobName

instance
  Prelude.NFData
    DescribeHyperParameterTuningJob
  where
  rnf DescribeHyperParameterTuningJob' {..} =
    Prelude.rnf hyperParameterTuningJobName

instance
  Data.ToHeaders
    DescribeHyperParameterTuningJob
  where
  toHeaders =
    Prelude.const
      ( Prelude.mconcat
          [ "X-Amz-Target"
              Data.=# ( "SageMaker.DescribeHyperParameterTuningJob" ::
                          Prelude.ByteString
                      ),
            "Content-Type"
              Data.=# ( "application/x-amz-json-1.1" ::
                          Prelude.ByteString
                      )
          ]
      )

instance Data.ToJSON DescribeHyperParameterTuningJob where
  toJSON DescribeHyperParameterTuningJob' {..} =
    Data.object
      ( Prelude.catMaybes
          [ Prelude.Just
              ( "HyperParameterTuningJobName"
                  Data..= hyperParameterTuningJobName
              )
          ]
      )

instance Data.ToPath DescribeHyperParameterTuningJob where
  toPath = Prelude.const "/"

instance Data.ToQuery DescribeHyperParameterTuningJob where
  toQuery = Prelude.const Prelude.mempty

-- | /See:/ 'newDescribeHyperParameterTuningJobResponse' smart constructor.
data DescribeHyperParameterTuningJobResponse = DescribeHyperParameterTuningJobResponse'
  { -- | A TrainingJobSummary object that describes the training job that
    -- completed with the best current HyperParameterTuningJobObjective.
    bestTrainingJob :: Prelude.Maybe HyperParameterTrainingJobSummary,
    -- | If the tuning job failed, the reason it failed.
    failureReason :: Prelude.Maybe Prelude.Text,
    -- | The date and time that the tuning job ended.
    hyperParameterTuningEndTime :: Prelude.Maybe Data.POSIX,
    -- | The date and time that the status of the tuning job was modified.
    lastModifiedTime :: Prelude.Maybe Data.POSIX,
    -- | If the hyperparameter tuning job is an warm start tuning job with a
    -- @WarmStartType@ of @IDENTICAL_DATA_AND_ALGORITHM@, this is the
    -- TrainingJobSummary for the training job with the best objective metric
    -- value of all training jobs launched by this tuning job and all parent
    -- jobs specified for the warm start tuning job.
    overallBestTrainingJob :: Prelude.Maybe HyperParameterTrainingJobSummary,
    -- | The HyperParameterTrainingJobDefinition object that specifies the
    -- definition of the training jobs that this tuning job launches.
    trainingJobDefinition :: Prelude.Maybe HyperParameterTrainingJobDefinition,
    -- | A list of the HyperParameterTrainingJobDefinition objects launched for
    -- this tuning job.
    trainingJobDefinitions :: Prelude.Maybe (Prelude.NonEmpty HyperParameterTrainingJobDefinition),
    -- | The configuration for starting the hyperparameter parameter tuning job
    -- using one or more previous tuning jobs as a starting point. The results
    -- of previous tuning jobs are used to inform which combinations of
    -- hyperparameters to search over in the new tuning job.
    warmStartConfig :: Prelude.Maybe HyperParameterTuningJobWarmStartConfig,
    -- | The response's http status code.
    httpStatus :: Prelude.Int,
    -- | The name of the tuning job.
    hyperParameterTuningJobName :: Prelude.Text,
    -- | The Amazon Resource Name (ARN) of the tuning job.
    hyperParameterTuningJobArn :: Prelude.Text,
    -- | The HyperParameterTuningJobConfig object that specifies the
    -- configuration of the tuning job.
    hyperParameterTuningJobConfig :: HyperParameterTuningJobConfig,
    -- | The status of the tuning job: InProgress, Completed, Failed, Stopping,
    -- or Stopped.
    hyperParameterTuningJobStatus :: HyperParameterTuningJobStatus,
    -- | The date and time that the tuning job started.
    creationTime :: Data.POSIX,
    -- | The TrainingJobStatusCounters object that specifies the number of
    -- training jobs, categorized by status, that this tuning job launched.
    trainingJobStatusCounters :: TrainingJobStatusCounters,
    -- | The ObjectiveStatusCounters object that specifies the number of training
    -- jobs, categorized by the status of their final objective metric, that
    -- this tuning job launched.
    objectiveStatusCounters :: ObjectiveStatusCounters
  }
  deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic)

-- |
-- Create a value of 'DescribeHyperParameterTuningJobResponse' 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:
--
-- 'bestTrainingJob', 'describeHyperParameterTuningJobResponse_bestTrainingJob' - A TrainingJobSummary object that describes the training job that
-- completed with the best current HyperParameterTuningJobObjective.
--
-- 'failureReason', 'describeHyperParameterTuningJobResponse_failureReason' - If the tuning job failed, the reason it failed.
--
-- 'hyperParameterTuningEndTime', 'describeHyperParameterTuningJobResponse_hyperParameterTuningEndTime' - The date and time that the tuning job ended.
--
-- 'lastModifiedTime', 'describeHyperParameterTuningJobResponse_lastModifiedTime' - The date and time that the status of the tuning job was modified.
--
-- 'overallBestTrainingJob', 'describeHyperParameterTuningJobResponse_overallBestTrainingJob' - If the hyperparameter tuning job is an warm start tuning job with a
-- @WarmStartType@ of @IDENTICAL_DATA_AND_ALGORITHM@, this is the
-- TrainingJobSummary for the training job with the best objective metric
-- value of all training jobs launched by this tuning job and all parent
-- jobs specified for the warm start tuning job.
--
-- 'trainingJobDefinition', 'describeHyperParameterTuningJobResponse_trainingJobDefinition' - The HyperParameterTrainingJobDefinition object that specifies the
-- definition of the training jobs that this tuning job launches.
--
-- 'trainingJobDefinitions', 'describeHyperParameterTuningJobResponse_trainingJobDefinitions' - A list of the HyperParameterTrainingJobDefinition objects launched for
-- this tuning job.
--
-- 'warmStartConfig', 'describeHyperParameterTuningJobResponse_warmStartConfig' - The configuration for starting the hyperparameter parameter tuning job
-- using one or more previous tuning jobs as a starting point. The results
-- of previous tuning jobs are used to inform which combinations of
-- hyperparameters to search over in the new tuning job.
--
-- 'httpStatus', 'describeHyperParameterTuningJobResponse_httpStatus' - The response's http status code.
--
-- 'hyperParameterTuningJobName', 'describeHyperParameterTuningJobResponse_hyperParameterTuningJobName' - The name of the tuning job.
--
-- 'hyperParameterTuningJobArn', 'describeHyperParameterTuningJobResponse_hyperParameterTuningJobArn' - The Amazon Resource Name (ARN) of the tuning job.
--
-- 'hyperParameterTuningJobConfig', 'describeHyperParameterTuningJobResponse_hyperParameterTuningJobConfig' - The HyperParameterTuningJobConfig object that specifies the
-- configuration of the tuning job.
--
-- 'hyperParameterTuningJobStatus', 'describeHyperParameterTuningJobResponse_hyperParameterTuningJobStatus' - The status of the tuning job: InProgress, Completed, Failed, Stopping,
-- or Stopped.
--
-- 'creationTime', 'describeHyperParameterTuningJobResponse_creationTime' - The date and time that the tuning job started.
--
-- 'trainingJobStatusCounters', 'describeHyperParameterTuningJobResponse_trainingJobStatusCounters' - The TrainingJobStatusCounters object that specifies the number of
-- training jobs, categorized by status, that this tuning job launched.
--
-- 'objectiveStatusCounters', 'describeHyperParameterTuningJobResponse_objectiveStatusCounters' - The ObjectiveStatusCounters object that specifies the number of training
-- jobs, categorized by the status of their final objective metric, that
-- this tuning job launched.
newDescribeHyperParameterTuningJobResponse ::
  -- | 'httpStatus'
  Prelude.Int ->
  -- | 'hyperParameterTuningJobName'
  Prelude.Text ->
  -- | 'hyperParameterTuningJobArn'
  Prelude.Text ->
  -- | 'hyperParameterTuningJobConfig'
  HyperParameterTuningJobConfig ->
  -- | 'hyperParameterTuningJobStatus'
  HyperParameterTuningJobStatus ->
  -- | 'creationTime'
  Prelude.UTCTime ->
  -- | 'trainingJobStatusCounters'
  TrainingJobStatusCounters ->
  -- | 'objectiveStatusCounters'
  ObjectiveStatusCounters ->
  DescribeHyperParameterTuningJobResponse
newDescribeHyperParameterTuningJobResponse
  pHttpStatus_
  pHyperParameterTuningJobName_
  pHyperParameterTuningJobArn_
  pHyperParameterTuningJobConfig_
  pHyperParameterTuningJobStatus_
  pCreationTime_
  pTrainingJobStatusCounters_
  pObjectiveStatusCounters_ =
    DescribeHyperParameterTuningJobResponse'
      { bestTrainingJob =
          Prelude.Nothing,
        failureReason = Prelude.Nothing,
        hyperParameterTuningEndTime =
          Prelude.Nothing,
        lastModifiedTime = Prelude.Nothing,
        overallBestTrainingJob =
          Prelude.Nothing,
        trainingJobDefinition =
          Prelude.Nothing,
        trainingJobDefinitions =
          Prelude.Nothing,
        warmStartConfig = Prelude.Nothing,
        httpStatus = pHttpStatus_,
        hyperParameterTuningJobName =
          pHyperParameterTuningJobName_,
        hyperParameterTuningJobArn =
          pHyperParameterTuningJobArn_,
        hyperParameterTuningJobConfig =
          pHyperParameterTuningJobConfig_,
        hyperParameterTuningJobStatus =
          pHyperParameterTuningJobStatus_,
        creationTime =
          Data._Time Lens.# pCreationTime_,
        trainingJobStatusCounters =
          pTrainingJobStatusCounters_,
        objectiveStatusCounters =
          pObjectiveStatusCounters_
      }

-- | A TrainingJobSummary object that describes the training job that
-- completed with the best current HyperParameterTuningJobObjective.
describeHyperParameterTuningJobResponse_bestTrainingJob :: Lens.Lens' DescribeHyperParameterTuningJobResponse (Prelude.Maybe HyperParameterTrainingJobSummary)
describeHyperParameterTuningJobResponse_bestTrainingJob = Lens.lens (\DescribeHyperParameterTuningJobResponse' {bestTrainingJob} -> bestTrainingJob) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {bestTrainingJob = a} :: DescribeHyperParameterTuningJobResponse)

-- | If the tuning job failed, the reason it failed.
describeHyperParameterTuningJobResponse_failureReason :: Lens.Lens' DescribeHyperParameterTuningJobResponse (Prelude.Maybe Prelude.Text)
describeHyperParameterTuningJobResponse_failureReason = Lens.lens (\DescribeHyperParameterTuningJobResponse' {failureReason} -> failureReason) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {failureReason = a} :: DescribeHyperParameterTuningJobResponse)

-- | The date and time that the tuning job ended.
describeHyperParameterTuningJobResponse_hyperParameterTuningEndTime :: Lens.Lens' DescribeHyperParameterTuningJobResponse (Prelude.Maybe Prelude.UTCTime)
describeHyperParameterTuningJobResponse_hyperParameterTuningEndTime = Lens.lens (\DescribeHyperParameterTuningJobResponse' {hyperParameterTuningEndTime} -> hyperParameterTuningEndTime) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {hyperParameterTuningEndTime = a} :: DescribeHyperParameterTuningJobResponse) Prelude.. Lens.mapping Data._Time

-- | The date and time that the status of the tuning job was modified.
describeHyperParameterTuningJobResponse_lastModifiedTime :: Lens.Lens' DescribeHyperParameterTuningJobResponse (Prelude.Maybe Prelude.UTCTime)
describeHyperParameterTuningJobResponse_lastModifiedTime = Lens.lens (\DescribeHyperParameterTuningJobResponse' {lastModifiedTime} -> lastModifiedTime) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {lastModifiedTime = a} :: DescribeHyperParameterTuningJobResponse) Prelude.. Lens.mapping Data._Time

-- | If the hyperparameter tuning job is an warm start tuning job with a
-- @WarmStartType@ of @IDENTICAL_DATA_AND_ALGORITHM@, this is the
-- TrainingJobSummary for the training job with the best objective metric
-- value of all training jobs launched by this tuning job and all parent
-- jobs specified for the warm start tuning job.
describeHyperParameterTuningJobResponse_overallBestTrainingJob :: Lens.Lens' DescribeHyperParameterTuningJobResponse (Prelude.Maybe HyperParameterTrainingJobSummary)
describeHyperParameterTuningJobResponse_overallBestTrainingJob = Lens.lens (\DescribeHyperParameterTuningJobResponse' {overallBestTrainingJob} -> overallBestTrainingJob) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {overallBestTrainingJob = a} :: DescribeHyperParameterTuningJobResponse)

-- | The HyperParameterTrainingJobDefinition object that specifies the
-- definition of the training jobs that this tuning job launches.
describeHyperParameterTuningJobResponse_trainingJobDefinition :: Lens.Lens' DescribeHyperParameterTuningJobResponse (Prelude.Maybe HyperParameterTrainingJobDefinition)
describeHyperParameterTuningJobResponse_trainingJobDefinition = Lens.lens (\DescribeHyperParameterTuningJobResponse' {trainingJobDefinition} -> trainingJobDefinition) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {trainingJobDefinition = a} :: DescribeHyperParameterTuningJobResponse)

-- | A list of the HyperParameterTrainingJobDefinition objects launched for
-- this tuning job.
describeHyperParameterTuningJobResponse_trainingJobDefinitions :: Lens.Lens' DescribeHyperParameterTuningJobResponse (Prelude.Maybe (Prelude.NonEmpty HyperParameterTrainingJobDefinition))
describeHyperParameterTuningJobResponse_trainingJobDefinitions = Lens.lens (\DescribeHyperParameterTuningJobResponse' {trainingJobDefinitions} -> trainingJobDefinitions) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {trainingJobDefinitions = a} :: DescribeHyperParameterTuningJobResponse) Prelude.. Lens.mapping Lens.coerced

-- | The configuration for starting the hyperparameter parameter tuning job
-- using one or more previous tuning jobs as a starting point. The results
-- of previous tuning jobs are used to inform which combinations of
-- hyperparameters to search over in the new tuning job.
describeHyperParameterTuningJobResponse_warmStartConfig :: Lens.Lens' DescribeHyperParameterTuningJobResponse (Prelude.Maybe HyperParameterTuningJobWarmStartConfig)
describeHyperParameterTuningJobResponse_warmStartConfig = Lens.lens (\DescribeHyperParameterTuningJobResponse' {warmStartConfig} -> warmStartConfig) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {warmStartConfig = a} :: DescribeHyperParameterTuningJobResponse)

-- | The response's http status code.
describeHyperParameterTuningJobResponse_httpStatus :: Lens.Lens' DescribeHyperParameterTuningJobResponse Prelude.Int
describeHyperParameterTuningJobResponse_httpStatus = Lens.lens (\DescribeHyperParameterTuningJobResponse' {httpStatus} -> httpStatus) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {httpStatus = a} :: DescribeHyperParameterTuningJobResponse)

-- | The name of the tuning job.
describeHyperParameterTuningJobResponse_hyperParameterTuningJobName :: Lens.Lens' DescribeHyperParameterTuningJobResponse Prelude.Text
describeHyperParameterTuningJobResponse_hyperParameterTuningJobName = Lens.lens (\DescribeHyperParameterTuningJobResponse' {hyperParameterTuningJobName} -> hyperParameterTuningJobName) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {hyperParameterTuningJobName = a} :: DescribeHyperParameterTuningJobResponse)

-- | The Amazon Resource Name (ARN) of the tuning job.
describeHyperParameterTuningJobResponse_hyperParameterTuningJobArn :: Lens.Lens' DescribeHyperParameterTuningJobResponse Prelude.Text
describeHyperParameterTuningJobResponse_hyperParameterTuningJobArn = Lens.lens (\DescribeHyperParameterTuningJobResponse' {hyperParameterTuningJobArn} -> hyperParameterTuningJobArn) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {hyperParameterTuningJobArn = a} :: DescribeHyperParameterTuningJobResponse)

-- | The HyperParameterTuningJobConfig object that specifies the
-- configuration of the tuning job.
describeHyperParameterTuningJobResponse_hyperParameterTuningJobConfig :: Lens.Lens' DescribeHyperParameterTuningJobResponse HyperParameterTuningJobConfig
describeHyperParameterTuningJobResponse_hyperParameterTuningJobConfig = Lens.lens (\DescribeHyperParameterTuningJobResponse' {hyperParameterTuningJobConfig} -> hyperParameterTuningJobConfig) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {hyperParameterTuningJobConfig = a} :: DescribeHyperParameterTuningJobResponse)

-- | The status of the tuning job: InProgress, Completed, Failed, Stopping,
-- or Stopped.
describeHyperParameterTuningJobResponse_hyperParameterTuningJobStatus :: Lens.Lens' DescribeHyperParameterTuningJobResponse HyperParameterTuningJobStatus
describeHyperParameterTuningJobResponse_hyperParameterTuningJobStatus = Lens.lens (\DescribeHyperParameterTuningJobResponse' {hyperParameterTuningJobStatus} -> hyperParameterTuningJobStatus) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {hyperParameterTuningJobStatus = a} :: DescribeHyperParameterTuningJobResponse)

-- | The date and time that the tuning job started.
describeHyperParameterTuningJobResponse_creationTime :: Lens.Lens' DescribeHyperParameterTuningJobResponse Prelude.UTCTime
describeHyperParameterTuningJobResponse_creationTime = Lens.lens (\DescribeHyperParameterTuningJobResponse' {creationTime} -> creationTime) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {creationTime = a} :: DescribeHyperParameterTuningJobResponse) Prelude.. Data._Time

-- | The TrainingJobStatusCounters object that specifies the number of
-- training jobs, categorized by status, that this tuning job launched.
describeHyperParameterTuningJobResponse_trainingJobStatusCounters :: Lens.Lens' DescribeHyperParameterTuningJobResponse TrainingJobStatusCounters
describeHyperParameterTuningJobResponse_trainingJobStatusCounters = Lens.lens (\DescribeHyperParameterTuningJobResponse' {trainingJobStatusCounters} -> trainingJobStatusCounters) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {trainingJobStatusCounters = a} :: DescribeHyperParameterTuningJobResponse)

-- | The ObjectiveStatusCounters object that specifies the number of training
-- jobs, categorized by the status of their final objective metric, that
-- this tuning job launched.
describeHyperParameterTuningJobResponse_objectiveStatusCounters :: Lens.Lens' DescribeHyperParameterTuningJobResponse ObjectiveStatusCounters
describeHyperParameterTuningJobResponse_objectiveStatusCounters = Lens.lens (\DescribeHyperParameterTuningJobResponse' {objectiveStatusCounters} -> objectiveStatusCounters) (\s@DescribeHyperParameterTuningJobResponse' {} a -> s {objectiveStatusCounters = a} :: DescribeHyperParameterTuningJobResponse)

instance
  Prelude.NFData
    DescribeHyperParameterTuningJobResponse
  where
  rnf DescribeHyperParameterTuningJobResponse' {..} =
    Prelude.rnf bestTrainingJob
      `Prelude.seq` Prelude.rnf failureReason
      `Prelude.seq` Prelude.rnf hyperParameterTuningEndTime
      `Prelude.seq` Prelude.rnf lastModifiedTime
      `Prelude.seq` Prelude.rnf overallBestTrainingJob
      `Prelude.seq` Prelude.rnf trainingJobDefinition
      `Prelude.seq` Prelude.rnf trainingJobDefinitions
      `Prelude.seq` Prelude.rnf warmStartConfig
      `Prelude.seq` Prelude.rnf httpStatus
      `Prelude.seq` Prelude.rnf hyperParameterTuningJobName
      `Prelude.seq` Prelude.rnf hyperParameterTuningJobArn
      `Prelude.seq` Prelude.rnf hyperParameterTuningJobConfig
      `Prelude.seq` Prelude.rnf hyperParameterTuningJobStatus
      `Prelude.seq` Prelude.rnf creationTime
      `Prelude.seq` Prelude.rnf trainingJobStatusCounters
      `Prelude.seq` Prelude.rnf objectiveStatusCounters