DescribeAutoMLJob.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.DescribeAutoMLJob
-- Copyright   : (c) 2013-2023 Brendan Hay
-- License     : Mozilla Public License, v. 2.0.
-- Maintainer  : Brendan Hay
-- Stability   : auto-generated
-- Portability : non-portable (GHC extensions)
--
-- Returns information about an Amazon SageMaker AutoML job.
module Amazonka.SageMaker.DescribeAutoMLJob
  ( -- * Creating a Request
    DescribeAutoMLJob (..),
    newDescribeAutoMLJob,

    -- * Request Lenses
    describeAutoMLJob_autoMLJobName,

    -- * Destructuring the Response
    DescribeAutoMLJobResponse (..),
    newDescribeAutoMLJobResponse,

    -- * Response Lenses
    describeAutoMLJobResponse_autoMLJobArtifacts,
    describeAutoMLJobResponse_autoMLJobConfig,
    describeAutoMLJobResponse_autoMLJobObjective,
    describeAutoMLJobResponse_bestCandidate,
    describeAutoMLJobResponse_endTime,
    describeAutoMLJobResponse_failureReason,
    describeAutoMLJobResponse_generateCandidateDefinitionsOnly,
    describeAutoMLJobResponse_modelDeployConfig,
    describeAutoMLJobResponse_modelDeployResult,
    describeAutoMLJobResponse_partialFailureReasons,
    describeAutoMLJobResponse_problemType,
    describeAutoMLJobResponse_resolvedAttributes,
    describeAutoMLJobResponse_httpStatus,
    describeAutoMLJobResponse_autoMLJobName,
    describeAutoMLJobResponse_autoMLJobArn,
    describeAutoMLJobResponse_inputDataConfig,
    describeAutoMLJobResponse_outputDataConfig,
    describeAutoMLJobResponse_roleArn,
    describeAutoMLJobResponse_creationTime,
    describeAutoMLJobResponse_lastModifiedTime,
    describeAutoMLJobResponse_autoMLJobStatus,
    describeAutoMLJobResponse_autoMLJobSecondaryStatus,
  )
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:/ 'newDescribeAutoMLJob' smart constructor.
data DescribeAutoMLJob = DescribeAutoMLJob'
  { -- | Requests information about an AutoML job using its unique name.
    autoMLJobName :: Prelude.Text
  }
  deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic)

-- |
-- Create a value of 'DescribeAutoMLJob' 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:
--
-- 'autoMLJobName', 'describeAutoMLJob_autoMLJobName' - Requests information about an AutoML job using its unique name.
newDescribeAutoMLJob ::
  -- | 'autoMLJobName'
  Prelude.Text ->
  DescribeAutoMLJob
newDescribeAutoMLJob pAutoMLJobName_ =
  DescribeAutoMLJob' {autoMLJobName = pAutoMLJobName_}

-- | Requests information about an AutoML job using its unique name.
describeAutoMLJob_autoMLJobName :: Lens.Lens' DescribeAutoMLJob Prelude.Text
describeAutoMLJob_autoMLJobName = Lens.lens (\DescribeAutoMLJob' {autoMLJobName} -> autoMLJobName) (\s@DescribeAutoMLJob' {} a -> s {autoMLJobName = a} :: DescribeAutoMLJob)

instance Core.AWSRequest DescribeAutoMLJob where
  type
    AWSResponse DescribeAutoMLJob =
      DescribeAutoMLJobResponse
  request overrides =
    Request.postJSON (overrides defaultService)
  response =
    Response.receiveJSON
      ( \s h x ->
          DescribeAutoMLJobResponse'
            Prelude.<$> (x Data..?> "AutoMLJobArtifacts")
            Prelude.<*> (x Data..?> "AutoMLJobConfig")
            Prelude.<*> (x Data..?> "AutoMLJobObjective")
            Prelude.<*> (x Data..?> "BestCandidate")
            Prelude.<*> (x Data..?> "EndTime")
            Prelude.<*> (x Data..?> "FailureReason")
            Prelude.<*> (x Data..?> "GenerateCandidateDefinitionsOnly")
            Prelude.<*> (x Data..?> "ModelDeployConfig")
            Prelude.<*> (x Data..?> "ModelDeployResult")
            Prelude.<*> (x Data..?> "PartialFailureReasons")
            Prelude.<*> (x Data..?> "ProblemType")
            Prelude.<*> (x Data..?> "ResolvedAttributes")
            Prelude.<*> (Prelude.pure (Prelude.fromEnum s))
            Prelude.<*> (x Data..:> "AutoMLJobName")
            Prelude.<*> (x Data..:> "AutoMLJobArn")
            Prelude.<*> (x Data..:> "InputDataConfig")
            Prelude.<*> (x Data..:> "OutputDataConfig")
            Prelude.<*> (x Data..:> "RoleArn")
            Prelude.<*> (x Data..:> "CreationTime")
            Prelude.<*> (x Data..:> "LastModifiedTime")
            Prelude.<*> (x Data..:> "AutoMLJobStatus")
            Prelude.<*> (x Data..:> "AutoMLJobSecondaryStatus")
      )

instance Prelude.Hashable DescribeAutoMLJob where
  hashWithSalt _salt DescribeAutoMLJob' {..} =
    _salt `Prelude.hashWithSalt` autoMLJobName

instance Prelude.NFData DescribeAutoMLJob where
  rnf DescribeAutoMLJob' {..} =
    Prelude.rnf autoMLJobName

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

instance Data.ToJSON DescribeAutoMLJob where
  toJSON DescribeAutoMLJob' {..} =
    Data.object
      ( Prelude.catMaybes
          [ Prelude.Just
              ("AutoMLJobName" Data..= autoMLJobName)
          ]
      )

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

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

-- | /See:/ 'newDescribeAutoMLJobResponse' smart constructor.
data DescribeAutoMLJobResponse = DescribeAutoMLJobResponse'
  { -- | Returns information on the job\'s artifacts found in
    -- @AutoMLJobArtifacts@.
    autoMLJobArtifacts :: Prelude.Maybe AutoMLJobArtifacts,
    -- | Returns the configuration for the AutoML job.
    autoMLJobConfig :: Prelude.Maybe AutoMLJobConfig,
    -- | Returns the job\'s objective.
    autoMLJobObjective :: Prelude.Maybe AutoMLJobObjective,
    -- | The best model candidate selected by SageMaker Autopilot using both the
    -- best objective metric and lowest
    -- <https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-metrics-validation.html InferenceLatency>
    -- for an experiment.
    bestCandidate :: Prelude.Maybe AutoMLCandidate,
    -- | Returns the end time of the AutoML job.
    endTime :: Prelude.Maybe Data.POSIX,
    -- | Returns the failure reason for an AutoML job, when applicable.
    failureReason :: Prelude.Maybe Prelude.Text,
    -- | Indicates whether the output for an AutoML job generates candidate
    -- definitions only.
    generateCandidateDefinitionsOnly :: Prelude.Maybe Prelude.Bool,
    -- | Indicates whether the model was deployed automatically to an endpoint
    -- and the name of that endpoint if deployed automatically.
    modelDeployConfig :: Prelude.Maybe ModelDeployConfig,
    -- | Provides information about endpoint for the model deployment.
    modelDeployResult :: Prelude.Maybe ModelDeployResult,
    -- | Returns a list of reasons for partial failures within an AutoML job.
    partialFailureReasons :: Prelude.Maybe (Prelude.NonEmpty AutoMLPartialFailureReason),
    -- | Returns the job\'s problem type.
    problemType :: Prelude.Maybe ProblemType,
    -- | This contains @ProblemType@, @AutoMLJobObjective@, and
    -- @CompletionCriteria@. If you do not provide these values, they are
    -- auto-inferred. If you do provide them, the values used are the ones you
    -- provide.
    resolvedAttributes :: Prelude.Maybe ResolvedAttributes,
    -- | The response's http status code.
    httpStatus :: Prelude.Int,
    -- | Returns the name of the AutoML job.
    autoMLJobName :: Prelude.Text,
    -- | Returns the ARN of the AutoML job.
    autoMLJobArn :: Prelude.Text,
    -- | Returns the input data configuration for the AutoML job..
    inputDataConfig :: Prelude.NonEmpty AutoMLChannel,
    -- | Returns the job\'s output data config.
    outputDataConfig :: AutoMLOutputDataConfig,
    -- | The Amazon Resource Name (ARN) of the Identity and Access Management
    -- (IAM) role that has read permission to the input data location and write
    -- permission to the output data location in Amazon S3.
    roleArn :: Prelude.Text,
    -- | Returns the creation time of the AutoML job.
    creationTime :: Data.POSIX,
    -- | Returns the job\'s last modified time.
    lastModifiedTime :: Data.POSIX,
    -- | Returns the status of the AutoML job.
    autoMLJobStatus :: AutoMLJobStatus,
    -- | Returns the secondary status of the AutoML job.
    autoMLJobSecondaryStatus :: AutoMLJobSecondaryStatus
  }
  deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic)

-- |
-- Create a value of 'DescribeAutoMLJobResponse' 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:
--
-- 'autoMLJobArtifacts', 'describeAutoMLJobResponse_autoMLJobArtifacts' - Returns information on the job\'s artifacts found in
-- @AutoMLJobArtifacts@.
--
-- 'autoMLJobConfig', 'describeAutoMLJobResponse_autoMLJobConfig' - Returns the configuration for the AutoML job.
--
-- 'autoMLJobObjective', 'describeAutoMLJobResponse_autoMLJobObjective' - Returns the job\'s objective.
--
-- 'bestCandidate', 'describeAutoMLJobResponse_bestCandidate' - The best model candidate selected by SageMaker Autopilot using both the
-- best objective metric and lowest
-- <https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-metrics-validation.html InferenceLatency>
-- for an experiment.
--
-- 'endTime', 'describeAutoMLJobResponse_endTime' - Returns the end time of the AutoML job.
--
-- 'failureReason', 'describeAutoMLJobResponse_failureReason' - Returns the failure reason for an AutoML job, when applicable.
--
-- 'generateCandidateDefinitionsOnly', 'describeAutoMLJobResponse_generateCandidateDefinitionsOnly' - Indicates whether the output for an AutoML job generates candidate
-- definitions only.
--
-- 'modelDeployConfig', 'describeAutoMLJobResponse_modelDeployConfig' - Indicates whether the model was deployed automatically to an endpoint
-- and the name of that endpoint if deployed automatically.
--
-- 'modelDeployResult', 'describeAutoMLJobResponse_modelDeployResult' - Provides information about endpoint for the model deployment.
--
-- 'partialFailureReasons', 'describeAutoMLJobResponse_partialFailureReasons' - Returns a list of reasons for partial failures within an AutoML job.
--
-- 'problemType', 'describeAutoMLJobResponse_problemType' - Returns the job\'s problem type.
--
-- 'resolvedAttributes', 'describeAutoMLJobResponse_resolvedAttributes' - This contains @ProblemType@, @AutoMLJobObjective@, and
-- @CompletionCriteria@. If you do not provide these values, they are
-- auto-inferred. If you do provide them, the values used are the ones you
-- provide.
--
-- 'httpStatus', 'describeAutoMLJobResponse_httpStatus' - The response's http status code.
--
-- 'autoMLJobName', 'describeAutoMLJobResponse_autoMLJobName' - Returns the name of the AutoML job.
--
-- 'autoMLJobArn', 'describeAutoMLJobResponse_autoMLJobArn' - Returns the ARN of the AutoML job.
--
-- 'inputDataConfig', 'describeAutoMLJobResponse_inputDataConfig' - Returns the input data configuration for the AutoML job..
--
-- 'outputDataConfig', 'describeAutoMLJobResponse_outputDataConfig' - Returns the job\'s output data config.
--
-- 'roleArn', 'describeAutoMLJobResponse_roleArn' - The Amazon Resource Name (ARN) of the Identity and Access Management
-- (IAM) role that has read permission to the input data location and write
-- permission to the output data location in Amazon S3.
--
-- 'creationTime', 'describeAutoMLJobResponse_creationTime' - Returns the creation time of the AutoML job.
--
-- 'lastModifiedTime', 'describeAutoMLJobResponse_lastModifiedTime' - Returns the job\'s last modified time.
--
-- 'autoMLJobStatus', 'describeAutoMLJobResponse_autoMLJobStatus' - Returns the status of the AutoML job.
--
-- 'autoMLJobSecondaryStatus', 'describeAutoMLJobResponse_autoMLJobSecondaryStatus' - Returns the secondary status of the AutoML job.
newDescribeAutoMLJobResponse ::
  -- | 'httpStatus'
  Prelude.Int ->
  -- | 'autoMLJobName'
  Prelude.Text ->
  -- | 'autoMLJobArn'
  Prelude.Text ->
  -- | 'inputDataConfig'
  Prelude.NonEmpty AutoMLChannel ->
  -- | 'outputDataConfig'
  AutoMLOutputDataConfig ->
  -- | 'roleArn'
  Prelude.Text ->
  -- | 'creationTime'
  Prelude.UTCTime ->
  -- | 'lastModifiedTime'
  Prelude.UTCTime ->
  -- | 'autoMLJobStatus'
  AutoMLJobStatus ->
  -- | 'autoMLJobSecondaryStatus'
  AutoMLJobSecondaryStatus ->
  DescribeAutoMLJobResponse
newDescribeAutoMLJobResponse
  pHttpStatus_
  pAutoMLJobName_
  pAutoMLJobArn_
  pInputDataConfig_
  pOutputDataConfig_
  pRoleArn_
  pCreationTime_
  pLastModifiedTime_
  pAutoMLJobStatus_
  pAutoMLJobSecondaryStatus_ =
    DescribeAutoMLJobResponse'
      { autoMLJobArtifacts =
          Prelude.Nothing,
        autoMLJobConfig = Prelude.Nothing,
        autoMLJobObjective = Prelude.Nothing,
        bestCandidate = Prelude.Nothing,
        endTime = Prelude.Nothing,
        failureReason = Prelude.Nothing,
        generateCandidateDefinitionsOnly =
          Prelude.Nothing,
        modelDeployConfig = Prelude.Nothing,
        modelDeployResult = Prelude.Nothing,
        partialFailureReasons = Prelude.Nothing,
        problemType = Prelude.Nothing,
        resolvedAttributes = Prelude.Nothing,
        httpStatus = pHttpStatus_,
        autoMLJobName = pAutoMLJobName_,
        autoMLJobArn = pAutoMLJobArn_,
        inputDataConfig =
          Lens.coerced Lens.# pInputDataConfig_,
        outputDataConfig = pOutputDataConfig_,
        roleArn = pRoleArn_,
        creationTime = Data._Time Lens.# pCreationTime_,
        lastModifiedTime =
          Data._Time Lens.# pLastModifiedTime_,
        autoMLJobStatus = pAutoMLJobStatus_,
        autoMLJobSecondaryStatus =
          pAutoMLJobSecondaryStatus_
      }

-- | Returns information on the job\'s artifacts found in
-- @AutoMLJobArtifacts@.
describeAutoMLJobResponse_autoMLJobArtifacts :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe AutoMLJobArtifacts)
describeAutoMLJobResponse_autoMLJobArtifacts = Lens.lens (\DescribeAutoMLJobResponse' {autoMLJobArtifacts} -> autoMLJobArtifacts) (\s@DescribeAutoMLJobResponse' {} a -> s {autoMLJobArtifacts = a} :: DescribeAutoMLJobResponse)

-- | Returns the configuration for the AutoML job.
describeAutoMLJobResponse_autoMLJobConfig :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe AutoMLJobConfig)
describeAutoMLJobResponse_autoMLJobConfig = Lens.lens (\DescribeAutoMLJobResponse' {autoMLJobConfig} -> autoMLJobConfig) (\s@DescribeAutoMLJobResponse' {} a -> s {autoMLJobConfig = a} :: DescribeAutoMLJobResponse)

-- | Returns the job\'s objective.
describeAutoMLJobResponse_autoMLJobObjective :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe AutoMLJobObjective)
describeAutoMLJobResponse_autoMLJobObjective = Lens.lens (\DescribeAutoMLJobResponse' {autoMLJobObjective} -> autoMLJobObjective) (\s@DescribeAutoMLJobResponse' {} a -> s {autoMLJobObjective = a} :: DescribeAutoMLJobResponse)

-- | The best model candidate selected by SageMaker Autopilot using both the
-- best objective metric and lowest
-- <https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-metrics-validation.html InferenceLatency>
-- for an experiment.
describeAutoMLJobResponse_bestCandidate :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe AutoMLCandidate)
describeAutoMLJobResponse_bestCandidate = Lens.lens (\DescribeAutoMLJobResponse' {bestCandidate} -> bestCandidate) (\s@DescribeAutoMLJobResponse' {} a -> s {bestCandidate = a} :: DescribeAutoMLJobResponse)

-- | Returns the end time of the AutoML job.
describeAutoMLJobResponse_endTime :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe Prelude.UTCTime)
describeAutoMLJobResponse_endTime = Lens.lens (\DescribeAutoMLJobResponse' {endTime} -> endTime) (\s@DescribeAutoMLJobResponse' {} a -> s {endTime = a} :: DescribeAutoMLJobResponse) Prelude.. Lens.mapping Data._Time

-- | Returns the failure reason for an AutoML job, when applicable.
describeAutoMLJobResponse_failureReason :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe Prelude.Text)
describeAutoMLJobResponse_failureReason = Lens.lens (\DescribeAutoMLJobResponse' {failureReason} -> failureReason) (\s@DescribeAutoMLJobResponse' {} a -> s {failureReason = a} :: DescribeAutoMLJobResponse)

-- | Indicates whether the output for an AutoML job generates candidate
-- definitions only.
describeAutoMLJobResponse_generateCandidateDefinitionsOnly :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe Prelude.Bool)
describeAutoMLJobResponse_generateCandidateDefinitionsOnly = Lens.lens (\DescribeAutoMLJobResponse' {generateCandidateDefinitionsOnly} -> generateCandidateDefinitionsOnly) (\s@DescribeAutoMLJobResponse' {} a -> s {generateCandidateDefinitionsOnly = a} :: DescribeAutoMLJobResponse)

-- | Indicates whether the model was deployed automatically to an endpoint
-- and the name of that endpoint if deployed automatically.
describeAutoMLJobResponse_modelDeployConfig :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe ModelDeployConfig)
describeAutoMLJobResponse_modelDeployConfig = Lens.lens (\DescribeAutoMLJobResponse' {modelDeployConfig} -> modelDeployConfig) (\s@DescribeAutoMLJobResponse' {} a -> s {modelDeployConfig = a} :: DescribeAutoMLJobResponse)

-- | Provides information about endpoint for the model deployment.
describeAutoMLJobResponse_modelDeployResult :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe ModelDeployResult)
describeAutoMLJobResponse_modelDeployResult = Lens.lens (\DescribeAutoMLJobResponse' {modelDeployResult} -> modelDeployResult) (\s@DescribeAutoMLJobResponse' {} a -> s {modelDeployResult = a} :: DescribeAutoMLJobResponse)

-- | Returns a list of reasons for partial failures within an AutoML job.
describeAutoMLJobResponse_partialFailureReasons :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe (Prelude.NonEmpty AutoMLPartialFailureReason))
describeAutoMLJobResponse_partialFailureReasons = Lens.lens (\DescribeAutoMLJobResponse' {partialFailureReasons} -> partialFailureReasons) (\s@DescribeAutoMLJobResponse' {} a -> s {partialFailureReasons = a} :: DescribeAutoMLJobResponse) Prelude.. Lens.mapping Lens.coerced

-- | Returns the job\'s problem type.
describeAutoMLJobResponse_problemType :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe ProblemType)
describeAutoMLJobResponse_problemType = Lens.lens (\DescribeAutoMLJobResponse' {problemType} -> problemType) (\s@DescribeAutoMLJobResponse' {} a -> s {problemType = a} :: DescribeAutoMLJobResponse)

-- | This contains @ProblemType@, @AutoMLJobObjective@, and
-- @CompletionCriteria@. If you do not provide these values, they are
-- auto-inferred. If you do provide them, the values used are the ones you
-- provide.
describeAutoMLJobResponse_resolvedAttributes :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.Maybe ResolvedAttributes)
describeAutoMLJobResponse_resolvedAttributes = Lens.lens (\DescribeAutoMLJobResponse' {resolvedAttributes} -> resolvedAttributes) (\s@DescribeAutoMLJobResponse' {} a -> s {resolvedAttributes = a} :: DescribeAutoMLJobResponse)

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

-- | Returns the name of the AutoML job.
describeAutoMLJobResponse_autoMLJobName :: Lens.Lens' DescribeAutoMLJobResponse Prelude.Text
describeAutoMLJobResponse_autoMLJobName = Lens.lens (\DescribeAutoMLJobResponse' {autoMLJobName} -> autoMLJobName) (\s@DescribeAutoMLJobResponse' {} a -> s {autoMLJobName = a} :: DescribeAutoMLJobResponse)

-- | Returns the ARN of the AutoML job.
describeAutoMLJobResponse_autoMLJobArn :: Lens.Lens' DescribeAutoMLJobResponse Prelude.Text
describeAutoMLJobResponse_autoMLJobArn = Lens.lens (\DescribeAutoMLJobResponse' {autoMLJobArn} -> autoMLJobArn) (\s@DescribeAutoMLJobResponse' {} a -> s {autoMLJobArn = a} :: DescribeAutoMLJobResponse)

-- | Returns the input data configuration for the AutoML job..
describeAutoMLJobResponse_inputDataConfig :: Lens.Lens' DescribeAutoMLJobResponse (Prelude.NonEmpty AutoMLChannel)
describeAutoMLJobResponse_inputDataConfig = Lens.lens (\DescribeAutoMLJobResponse' {inputDataConfig} -> inputDataConfig) (\s@DescribeAutoMLJobResponse' {} a -> s {inputDataConfig = a} :: DescribeAutoMLJobResponse) Prelude.. Lens.coerced

-- | Returns the job\'s output data config.
describeAutoMLJobResponse_outputDataConfig :: Lens.Lens' DescribeAutoMLJobResponse AutoMLOutputDataConfig
describeAutoMLJobResponse_outputDataConfig = Lens.lens (\DescribeAutoMLJobResponse' {outputDataConfig} -> outputDataConfig) (\s@DescribeAutoMLJobResponse' {} a -> s {outputDataConfig = a} :: DescribeAutoMLJobResponse)

-- | The Amazon Resource Name (ARN) of the Identity and Access Management
-- (IAM) role that has read permission to the input data location and write
-- permission to the output data location in Amazon S3.
describeAutoMLJobResponse_roleArn :: Lens.Lens' DescribeAutoMLJobResponse Prelude.Text
describeAutoMLJobResponse_roleArn = Lens.lens (\DescribeAutoMLJobResponse' {roleArn} -> roleArn) (\s@DescribeAutoMLJobResponse' {} a -> s {roleArn = a} :: DescribeAutoMLJobResponse)

-- | Returns the creation time of the AutoML job.
describeAutoMLJobResponse_creationTime :: Lens.Lens' DescribeAutoMLJobResponse Prelude.UTCTime
describeAutoMLJobResponse_creationTime = Lens.lens (\DescribeAutoMLJobResponse' {creationTime} -> creationTime) (\s@DescribeAutoMLJobResponse' {} a -> s {creationTime = a} :: DescribeAutoMLJobResponse) Prelude.. Data._Time

-- | Returns the job\'s last modified time.
describeAutoMLJobResponse_lastModifiedTime :: Lens.Lens' DescribeAutoMLJobResponse Prelude.UTCTime
describeAutoMLJobResponse_lastModifiedTime = Lens.lens (\DescribeAutoMLJobResponse' {lastModifiedTime} -> lastModifiedTime) (\s@DescribeAutoMLJobResponse' {} a -> s {lastModifiedTime = a} :: DescribeAutoMLJobResponse) Prelude.. Data._Time

-- | Returns the status of the AutoML job.
describeAutoMLJobResponse_autoMLJobStatus :: Lens.Lens' DescribeAutoMLJobResponse AutoMLJobStatus
describeAutoMLJobResponse_autoMLJobStatus = Lens.lens (\DescribeAutoMLJobResponse' {autoMLJobStatus} -> autoMLJobStatus) (\s@DescribeAutoMLJobResponse' {} a -> s {autoMLJobStatus = a} :: DescribeAutoMLJobResponse)

-- | Returns the secondary status of the AutoML job.
describeAutoMLJobResponse_autoMLJobSecondaryStatus :: Lens.Lens' DescribeAutoMLJobResponse AutoMLJobSecondaryStatus
describeAutoMLJobResponse_autoMLJobSecondaryStatus = Lens.lens (\DescribeAutoMLJobResponse' {autoMLJobSecondaryStatus} -> autoMLJobSecondaryStatus) (\s@DescribeAutoMLJobResponse' {} a -> s {autoMLJobSecondaryStatus = a} :: DescribeAutoMLJobResponse)

instance Prelude.NFData DescribeAutoMLJobResponse where
  rnf DescribeAutoMLJobResponse' {..} =
    Prelude.rnf autoMLJobArtifacts
      `Prelude.seq` Prelude.rnf autoMLJobConfig
      `Prelude.seq` Prelude.rnf autoMLJobObjective
      `Prelude.seq` Prelude.rnf bestCandidate
      `Prelude.seq` Prelude.rnf endTime
      `Prelude.seq` Prelude.rnf failureReason
      `Prelude.seq` Prelude.rnf generateCandidateDefinitionsOnly
      `Prelude.seq` Prelude.rnf modelDeployConfig
      `Prelude.seq` Prelude.rnf modelDeployResult
      `Prelude.seq` Prelude.rnf partialFailureReasons
      `Prelude.seq` Prelude.rnf problemType
      `Prelude.seq` Prelude.rnf resolvedAttributes
      `Prelude.seq` Prelude.rnf httpStatus
      `Prelude.seq` Prelude.rnf autoMLJobName
      `Prelude.seq` Prelude.rnf autoMLJobArn
      `Prelude.seq` Prelude.rnf inputDataConfig
      `Prelude.seq` Prelude.rnf outputDataConfig
      `Prelude.seq` Prelude.rnf roleArn
      `Prelude.seq` Prelude.rnf creationTime
      `Prelude.seq` Prelude.rnf lastModifiedTime
      `Prelude.seq` Prelude.rnf autoMLJobStatus
      `Prelude.seq` Prelude.rnf
        autoMLJobSecondaryStatus