Amazonka.SageMaker.Types.ProcessingJob

Documentation

data ProcessingJob

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

• appSpecification :: Maybe AppSpecification
• autoMLJobArn :: Maybe Text

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

• creationTime :: Maybe POSIX

  The time the processing job was created.

• environment :: Maybe (HashMap Text Text)

  Sets the environment variables in the Docker container.

• exitMessage :: Maybe Text

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

• experimentConfig :: Maybe ExperimentConfig
• failureReason :: Maybe Text

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

• lastModifiedTime :: Maybe POSIX

  The time the processing job was last modified.

• monitoringScheduleArn :: Maybe Text

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

• networkConfig :: Maybe NetworkConfig
• processingEndTime :: Maybe POSIX

  The time that the processing job ended.

• processingInputs :: Maybe [ProcessingInput]

  List of input configurations for the processing job.

• processingJobArn :: Maybe Text

  The ARN of the processing job.

• processingJobName :: Maybe Text

  The name of the processing job.

• processingJobStatus :: Maybe ProcessingJobStatus

  The status of the processing job.

• processingOutputConfig :: Maybe ProcessingOutputConfig
• processingResources :: Maybe ProcessingResources
• processingStartTime :: Maybe POSIX

  The time that the processing job started.

• roleArn :: Maybe Text

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

• stoppingCondition :: Maybe ProcessingStoppingCondition
• 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.

• trainingJobArn :: Maybe Text

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

Instances

FromJSON ProcessingJob

Defined in Amazonka.SageMaker.Types.ProcessingJob

Methods

parseJSON :: Value -> Parser ProcessingJob

parseJSONList :: Value -> Parser [ProcessingJob]

Generic ProcessingJob

Defined in Amazonka.SageMaker.Types.ProcessingJob

Associated Types

type Rep ProcessingJob :: Type -> Type

Methods

from :: ProcessingJob -> Rep ProcessingJob x

to :: Rep ProcessingJob x -> ProcessingJob

Read ProcessingJob

Defined in Amazonka.SageMaker.Types.ProcessingJob

Methods

readsPrec :: Int -> ReadS ProcessingJob

readList :: ReadS [ProcessingJob]

readPrec :: ReadPrec ProcessingJob

readListPrec :: ReadPrec [ProcessingJob]

Show ProcessingJob

Defined in Amazonka.SageMaker.Types.ProcessingJob

Methods

showsPrec :: Int -> ProcessingJob -> ShowS

show :: ProcessingJob -> String

showList :: [ProcessingJob] -> ShowS

NFData ProcessingJob

Defined in Amazonka.SageMaker.Types.ProcessingJob

Methods

rnf :: ProcessingJob -> ()

Eq ProcessingJob

Defined in Amazonka.SageMaker.Types.ProcessingJob

Methods

(==) :: ProcessingJob -> ProcessingJob -> Bool

(/=) :: ProcessingJob -> ProcessingJob -> Bool

Hashable ProcessingJob

Defined in Amazonka.SageMaker.Types.ProcessingJob

Methods

hashWithSalt :: Int -> ProcessingJob -> Int

hash :: ProcessingJob -> Int

type Rep ProcessingJob

Defined in Amazonka.SageMaker.Types.ProcessingJob

type Rep ProcessingJob = D1 ('MetaData "ProcessingJob" "Amazonka.SageMaker.Types.ProcessingJob" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "ProcessingJob'" 'PrefixI 'True) ((((S1 ('MetaSel ('Just "appSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe AppSpecification)) :*: S1 ('MetaSel ('Just "autoMLJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))) :*: (S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :*: (S1 ('MetaSel ('Just "environment") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :*: S1 ('MetaSel ('Just "exitMessage") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))))) :*: ((S1 ('MetaSel ('Just "experimentConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ExperimentConfig)) :*: (S1 ('MetaSel ('Just "failureReason") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "lastModifiedTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)))) :*: (S1 ('MetaSel ('Just "monitoringScheduleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "networkConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe NetworkConfig)) :*: S1 ('MetaSel ('Just "processingEndTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)))))) :*: (((S1 ('MetaSel ('Just "processingInputs") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [ProcessingInput])) :*: S1 ('MetaSel ('Just "processingJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))) :*: (S1 ('MetaSel ('Just "processingJobName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "processingJobStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingJobStatus)) :*: S1 ('MetaSel ('Just "processingOutputConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingOutputConfig))))) :*: ((S1 ('MetaSel ('Just "processingResources") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingResources)) :*: (S1 ('MetaSel ('Just "processingStartTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :*: S1 ('MetaSel ('Just "roleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)))) :*: (S1 ('MetaSel ('Just "stoppingCondition") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingStoppingCondition)) :*: (S1 ('MetaSel ('Just "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [Tag])) :*: S1 ('MetaSel ('Just "trainingJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))))))))

newProcessingJob :: ProcessingJob

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:appSpecification:ProcessingJob', processingJob_appSpecification - Undocumented member.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

processingJob_appSpecification :: Lens' ProcessingJob (Maybe AppSpecification)

Undocumented member.

processingJob_autoMLJobArn :: Lens' ProcessingJob (Maybe Text)

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

processingJob_creationTime :: Lens' ProcessingJob (Maybe UTCTime)

The time the processing job was created.

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

Sets the environment variables in the Docker container.

processingJob_exitMessage :: Lens' ProcessingJob (Maybe Text)

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

processingJob_experimentConfig :: Lens' ProcessingJob (Maybe ExperimentConfig)

Undocumented member.

processingJob_failureReason :: Lens' ProcessingJob (Maybe Text)

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

processingJob_lastModifiedTime :: Lens' ProcessingJob (Maybe UTCTime)

The time the processing job was last modified.

processingJob_monitoringScheduleArn :: Lens' ProcessingJob (Maybe Text)

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

processingJob_networkConfig :: Lens' ProcessingJob (Maybe NetworkConfig)

Undocumented member.

processingJob_processingEndTime :: Lens' ProcessingJob (Maybe UTCTime)

The time that the processing job ended.

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

List of input configurations for the processing job.

processingJob_processingJobArn :: Lens' ProcessingJob (Maybe Text)

The ARN of the processing job.

processingJob_processingJobName :: Lens' ProcessingJob (Maybe Text)

The name of the processing job.

processingJob_processingJobStatus :: Lens' ProcessingJob (Maybe ProcessingJobStatus)

The status of the processing job.

processingJob_processingOutputConfig :: Lens' ProcessingJob (Maybe ProcessingOutputConfig)

Undocumented member.

processingJob_processingResources :: Lens' ProcessingJob (Maybe ProcessingResources)

Undocumented member.

processingJob_processingStartTime :: Lens' ProcessingJob (Maybe UTCTime)

The time that the processing job started.

processingJob_roleArn :: Lens' ProcessingJob (Maybe Text)

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

processingJob_stoppingCondition :: Lens' ProcessingJob (Maybe ProcessingStoppingCondition)

Undocumented member.

processingJob_tags :: Lens' ProcessingJob (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.

processingJob_trainingJobArn :: Lens' ProcessingJob (Maybe Text)

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