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)
Safe Haskell	None

Amazonka.SageMaker.Types.ProcessingJob

Description

Synopsis

data ProcessingJob = ProcessingJob' {
- creationTime :: Maybe POSIX
- failureReason :: Maybe Text
- monitoringScheduleArn :: Maybe Text
- appSpecification :: Maybe AppSpecification
- processingResources :: Maybe ProcessingResources
- environment :: Maybe (HashMap Text Text)
- processingJobName :: Maybe Text
- stoppingCondition :: Maybe ProcessingStoppingCondition
- experimentConfig :: Maybe ExperimentConfig
- lastModifiedTime :: Maybe POSIX
- processingInputs :: Maybe [ProcessingInput]
- networkConfig :: Maybe NetworkConfig
- autoMLJobArn :: Maybe Text
- trainingJobArn :: Maybe Text
- processingJobStatus :: Maybe ProcessingJobStatus
- exitMessage :: Maybe Text
- processingOutputConfig :: Maybe ProcessingOutputConfig
- processingStartTime :: Maybe POSIX
- processingEndTime :: Maybe POSIX
- tags :: Maybe [Tag]
- processingJobArn :: Maybe Text
- roleArn :: Maybe Text
}
newProcessingJob :: ProcessingJob
processingJob_creationTime :: Lens' ProcessingJob (Maybe UTCTime)
processingJob_failureReason :: Lens' ProcessingJob (Maybe Text)
processingJob_monitoringScheduleArn :: Lens' ProcessingJob (Maybe Text)
processingJob_appSpecification :: Lens' ProcessingJob (Maybe AppSpecification)
processingJob_processingResources :: Lens' ProcessingJob (Maybe ProcessingResources)
processingJob_environment :: Lens' ProcessingJob (Maybe (HashMap Text Text))
processingJob_processingJobName :: Lens' ProcessingJob (Maybe Text)
processingJob_stoppingCondition :: Lens' ProcessingJob (Maybe ProcessingStoppingCondition)
processingJob_experimentConfig :: Lens' ProcessingJob (Maybe ExperimentConfig)
processingJob_lastModifiedTime :: Lens' ProcessingJob (Maybe UTCTime)
processingJob_processingInputs :: Lens' ProcessingJob (Maybe [ProcessingInput])
processingJob_networkConfig :: Lens' ProcessingJob (Maybe NetworkConfig)
processingJob_autoMLJobArn :: Lens' ProcessingJob (Maybe Text)
processingJob_trainingJobArn :: Lens' ProcessingJob (Maybe Text)
processingJob_processingJobStatus :: Lens' ProcessingJob (Maybe ProcessingJobStatus)
processingJob_exitMessage :: Lens' ProcessingJob (Maybe Text)
processingJob_processingOutputConfig :: Lens' ProcessingJob (Maybe ProcessingOutputConfig)
processingJob_processingStartTime :: Lens' ProcessingJob (Maybe UTCTime)
processingJob_processingEndTime :: Lens' ProcessingJob (Maybe UTCTime)
processingJob_tags :: Lens' ProcessingJob (Maybe [Tag])
processingJob_processingJobArn :: Lens' ProcessingJob (Maybe Text)
processingJob_roleArn :: Lens' ProcessingJob (Maybe Text)

Documentation

data ProcessingJob Source #

An Amazon SageMaker processing job that is used to analyze data and evaluate models. For more information, see Process Data and Evaluate Models.

See: newProcessingJob smart constructor.

Constructors

ProcessingJob'

Fields

creationTime :: Maybe POSIX
The time the processing job was created.
failureReason :: Maybe Text
A string, up to one KB in size, that contains the reason a processing job failed, if it failed.
monitoringScheduleArn :: Maybe Text
The ARN of a monitoring schedule for an endpoint associated with this processing job.
appSpecification :: Maybe AppSpecification
processingResources :: Maybe ProcessingResources
environment :: Maybe (HashMap Text Text)
Sets the environment variables in the Docker container.
processingJobName :: Maybe Text
The name of the processing job.
stoppingCondition :: Maybe ProcessingStoppingCondition
experimentConfig :: Maybe ExperimentConfig
lastModifiedTime :: Maybe POSIX
The time the processing job was last modified.
processingInputs :: Maybe [ProcessingInput]
List of input configurations for the processing job.
networkConfig :: Maybe NetworkConfig
autoMLJobArn :: Maybe Text
The Amazon Resource Name (ARN) of the AutoML job associated with this processing job.
trainingJobArn :: Maybe Text
The ARN of the training job associated with this processing job.
processingJobStatus :: Maybe ProcessingJobStatus
The status of the processing job.
exitMessage :: Maybe Text
A string, up to one KB in size, that contains metadata from the processing container when the processing job exits.
processingOutputConfig :: Maybe ProcessingOutputConfig
processingStartTime :: Maybe POSIX
The time that the processing job started.
processingEndTime :: Maybe POSIX
The time that the processing job ended.
tags :: Maybe [Tag]
An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.
processingJobArn :: Maybe Text
The ARN of the processing job.
roleArn :: Maybe Text
The ARN of the role used to create the processing job.

Instances

Instances details

Eq ProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingJob Methods (==) :: ProcessingJob -> ProcessingJob -> Bool # (/=) :: ProcessingJob -> ProcessingJob -> Bool #
Read ProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingJob Methods readsPrec :: Int -> ReadS ProcessingJob # readList :: ReadS [ProcessingJob] # readPrec :: ReadPrec ProcessingJob # readListPrec :: ReadPrec [ProcessingJob] #
Show ProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingJob Methods showsPrec :: Int -> ProcessingJob -> ShowS # show :: ProcessingJob -> String # showList :: [ProcessingJob] -> ShowS #
Generic ProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingJob Associated Types type Rep ProcessingJob :: Type -> Type # Methods from :: ProcessingJob -> Rep ProcessingJob x # to :: Rep ProcessingJob x -> ProcessingJob #
NFData ProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingJob Methods rnf :: ProcessingJob -> () #
Hashable ProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingJob Methods hashWithSalt :: Int -> ProcessingJob -> Int # hash :: ProcessingJob -> Int #
FromJSON ProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingJob Methods parseJSON :: Value -> Parser ProcessingJob # parseJSONList :: Value -> Parser [ProcessingJob] #
type Rep ProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingJob type Rep ProcessingJob = D1 ('MetaData "ProcessingJob" "Amazonka.SageMaker.Types.ProcessingJob" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "ProcessingJob'" 'PrefixI 'True) ((((S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :: S1 ('MetaSel ('Just "failureReason") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))) :: (S1 ('MetaSel ('Just "monitoringScheduleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "appSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe AppSpecification)) :: S1 ('MetaSel ('Just "processingResources") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingResources))))) :: ((S1 ('MetaSel ('Just "environment") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :: (S1 ('MetaSel ('Just "processingJobName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "stoppingCondition") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingStoppingCondition)))) :: (S1 ('MetaSel ('Just "experimentConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ExperimentConfig)) :: (S1 ('MetaSel ('Just "lastModifiedTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :: S1 ('MetaSel ('Just "processingInputs") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [ProcessingInput])))))) :: (((S1 ('MetaSel ('Just "networkConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe NetworkConfig)) :: S1 ('MetaSel ('Just "autoMLJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))) :: (S1 ('MetaSel ('Just "trainingJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "processingJobStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingJobStatus)) :: S1 ('MetaSel ('Just "exitMessage") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))))) :: ((S1 ('MetaSel ('Just "processingOutputConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingOutputConfig)) :: (S1 ('MetaSel ('Just "processingStartTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :: S1 ('MetaSel ('Just "processingEndTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)))) :: (S1 ('MetaSel ('Just "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [Tag])) :: (S1 ('MetaSel ('Just "processingJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "roleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))))))))

newProcessingJob :: ProcessingJob Source #

Create a value of ProcessingJob with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:creationTime:ProcessingJob', processingJob_creationTime - The time the processing job was created.

$sel:failureReason:ProcessingJob', processingJob_failureReason - A string, up to one KB in size, that contains the reason a processing job failed, if it failed.

$sel:monitoringScheduleArn:ProcessingJob', processingJob_monitoringScheduleArn - The ARN of a monitoring schedule for an endpoint associated with this processing job.

$sel:appSpecification:ProcessingJob', processingJob_appSpecification - Undocumented member.

$sel:processingResources:ProcessingJob', processingJob_processingResources - Undocumented member.

$sel:environment:ProcessingJob', processingJob_environment - Sets the environment variables in the Docker container.

$sel:processingJobName:ProcessingJob', processingJob_processingJobName - The name of the processing job.

$sel:stoppingCondition:ProcessingJob', processingJob_stoppingCondition - Undocumented member.

$sel:experimentConfig:ProcessingJob', processingJob_experimentConfig - Undocumented member.

$sel:lastModifiedTime:ProcessingJob', processingJob_lastModifiedTime - The time the processing job was last modified.

$sel:processingInputs:ProcessingJob', processingJob_processingInputs - List of input configurations for the processing job.

$sel:networkConfig:ProcessingJob', processingJob_networkConfig - Undocumented member.

$sel:autoMLJobArn:ProcessingJob', processingJob_autoMLJobArn - The Amazon Resource Name (ARN) of the AutoML job associated with this processing job.

$sel:trainingJobArn:ProcessingJob', processingJob_trainingJobArn - The ARN of the training job associated with this processing job.

$sel:processingJobStatus:ProcessingJob', processingJob_processingJobStatus - The status of the processing job.

$sel:exitMessage:ProcessingJob', processingJob_exitMessage - A string, up to one KB in size, that contains metadata from the processing container when the processing job exits.

$sel:processingOutputConfig:ProcessingJob', processingJob_processingOutputConfig - Undocumented member.

$sel:processingStartTime:ProcessingJob', processingJob_processingStartTime - The time that the processing job started.

$sel:processingEndTime:ProcessingJob', processingJob_processingEndTime - The time that the processing job ended.

$sel:tags:ProcessingJob', processingJob_tags - An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

$sel:processingJobArn:ProcessingJob', processingJob_processingJobArn - The ARN of the processing job.

$sel:roleArn:ProcessingJob', processingJob_roleArn - The ARN of the role used to create the processing job.

processingJob_creationTime :: Lens' ProcessingJob (Maybe UTCTime) Source #

The time the processing job was created.

processingJob_failureReason :: Lens' ProcessingJob (Maybe Text) Source #

A string, up to one KB in size, that contains the reason a processing job failed, if it failed.

processingJob_monitoringScheduleArn :: Lens' ProcessingJob (Maybe Text) Source #

The ARN of a monitoring schedule for an endpoint associated with this processing job.

processingJob_appSpecification :: Lens' ProcessingJob (Maybe AppSpecification) Source #

Undocumented member.

processingJob_processingResources :: Lens' ProcessingJob (Maybe ProcessingResources) Source #

Undocumented member.

processingJob_environment :: Lens' ProcessingJob (Maybe (HashMap Text Text)) Source #

Sets the environment variables in the Docker container.

processingJob_processingJobName :: Lens' ProcessingJob (Maybe Text) Source #

The name of the processing job.

processingJob_stoppingCondition :: Lens' ProcessingJob (Maybe ProcessingStoppingCondition) Source #

Undocumented member.

processingJob_experimentConfig :: Lens' ProcessingJob (Maybe ExperimentConfig) Source #

Undocumented member.

processingJob_lastModifiedTime :: Lens' ProcessingJob (Maybe UTCTime) Source #

The time the processing job was last modified.

processingJob_processingInputs :: Lens' ProcessingJob (Maybe [ProcessingInput]) Source #

List of input configurations for the processing job.

processingJob_networkConfig :: Lens' ProcessingJob (Maybe NetworkConfig) Source #

Undocumented member.

processingJob_autoMLJobArn :: Lens' ProcessingJob (Maybe Text) Source #

The Amazon Resource Name (ARN) of the AutoML job associated with this processing job.

processingJob_trainingJobArn :: Lens' ProcessingJob (Maybe Text) Source #

The ARN of the training job associated with this processing job.

processingJob_processingJobStatus :: Lens' ProcessingJob (Maybe ProcessingJobStatus) Source #

The status of the processing job.

processingJob_exitMessage :: Lens' ProcessingJob (Maybe Text) Source #

A string, up to one KB in size, that contains metadata from the processing container when the processing job exits.

processingJob_processingOutputConfig :: Lens' ProcessingJob (Maybe ProcessingOutputConfig) Source #

Undocumented member.

processingJob_processingStartTime :: Lens' ProcessingJob (Maybe UTCTime) Source #

The time that the processing job started.

processingJob_processingEndTime :: Lens' ProcessingJob (Maybe UTCTime) Source #

The time that the processing job ended.

processingJob_tags :: Lens' ProcessingJob (Maybe [Tag]) Source #

An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

processingJob_processingJobArn :: Lens' ProcessingJob (Maybe Text) Source #

The ARN of the processing job.

processingJob_roleArn :: Lens' ProcessingJob (Maybe Text) Source #

The ARN of the role used to create the processing job.