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.MonitoringJobDefinition

Description

Synopsis

Documentation

data MonitoringJobDefinition Source #

Defines the monitoring job.

See: newMonitoringJobDefinition smart constructor.

Constructors

MonitoringJobDefinition'

Fields

environment :: Maybe (HashMap Text Text)
Sets the environment variables in the Docker container.
stoppingCondition :: Maybe MonitoringStoppingCondition
Specifies a time limit for how long the monitoring job is allowed to run.
networkConfig :: Maybe NetworkConfig
Specifies networking options for an monitoring job.
baselineConfig :: Maybe MonitoringBaselineConfig
Baseline configuration used to validate that the data conforms to the specified constraints and statistics
monitoringInputs :: NonEmpty MonitoringInput
The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.
monitoringOutputConfig :: MonitoringOutputConfig
The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).
monitoringResources :: MonitoringResources
Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance.
monitoringAppSpecification :: MonitoringAppSpecification
Configures the monitoring job to run a specified Docker container image.
roleArn :: Text
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Instances

Instances details

Eq MonitoringJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringJobDefinition Methods (==) :: MonitoringJobDefinition -> MonitoringJobDefinition -> Bool # (/=) :: MonitoringJobDefinition -> MonitoringJobDefinition -> Bool #
Read MonitoringJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringJobDefinition Methods readsPrec :: Int -> ReadS MonitoringJobDefinition # readList :: ReadS [MonitoringJobDefinition] # readPrec :: ReadPrec MonitoringJobDefinition # readListPrec :: ReadPrec [MonitoringJobDefinition] #
Show MonitoringJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringJobDefinition Methods showsPrec :: Int -> MonitoringJobDefinition -> ShowS # show :: MonitoringJobDefinition -> String # showList :: [MonitoringJobDefinition] -> ShowS #
Generic MonitoringJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringJobDefinition Associated Types type Rep MonitoringJobDefinition :: Type -> Type # Methods from :: MonitoringJobDefinition -> Rep MonitoringJobDefinition x # to :: Rep MonitoringJobDefinition x -> MonitoringJobDefinition #
NFData MonitoringJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringJobDefinition Methods rnf :: MonitoringJobDefinition -> () #
Hashable MonitoringJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringJobDefinition Methods hashWithSalt :: Int -> MonitoringJobDefinition -> Int # hash :: MonitoringJobDefinition -> Int #
ToJSON MonitoringJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringJobDefinition Methods toJSON :: MonitoringJobDefinition -> Value # toEncoding :: MonitoringJobDefinition -> Encoding # toJSONList :: [MonitoringJobDefinition] -> Value # toEncodingList :: [MonitoringJobDefinition] -> Encoding #
FromJSON MonitoringJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringJobDefinition Methods parseJSON :: Value -> Parser MonitoringJobDefinition # parseJSONList :: Value -> Parser [MonitoringJobDefinition] #
type Rep MonitoringJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringJobDefinition type Rep MonitoringJobDefinition = D1 ('MetaData "MonitoringJobDefinition" "Amazonka.SageMaker.Types.MonitoringJobDefinition" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "MonitoringJobDefinition'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "environment") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :: S1 ('MetaSel ('Just "stoppingCondition") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringStoppingCondition))) :: (S1 ('MetaSel ('Just "networkConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe NetworkConfig)) :: S1 ('MetaSel ('Just "baselineConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringBaselineConfig)))) :: ((S1 ('MetaSel ('Just "monitoringInputs") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (NonEmpty MonitoringInput)) :: S1 ('MetaSel ('Just "monitoringOutputConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 MonitoringOutputConfig)) :: (S1 ('MetaSel ('Just "monitoringResources") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 MonitoringResources) :: (S1 ('MetaSel ('Just "monitoringAppSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 MonitoringAppSpecification) :: S1 ('MetaSel ('Just "roleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))))))

newMonitoringJobDefinition Source #

Arguments

:: NonEmpty MonitoringInput	`$sel:monitoringInputs:MonitoringJobDefinition'`
-> MonitoringOutputConfig	`$sel:monitoringOutputConfig:MonitoringJobDefinition'`
-> MonitoringResources	`$sel:monitoringResources:MonitoringJobDefinition'`
-> MonitoringAppSpecification	`$sel:monitoringAppSpecification:MonitoringJobDefinition'`
-> Text	`$sel:roleArn:MonitoringJobDefinition'`
-> MonitoringJobDefinition

Create a value of MonitoringJobDefinition 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:environment:MonitoringJobDefinition', monitoringJobDefinition_environment - Sets the environment variables in the Docker container.

$sel:stoppingCondition:MonitoringJobDefinition', monitoringJobDefinition_stoppingCondition - Specifies a time limit for how long the monitoring job is allowed to run.

$sel:networkConfig:MonitoringJobDefinition', monitoringJobDefinition_networkConfig - Specifies networking options for an monitoring job.

$sel:baselineConfig:MonitoringJobDefinition', monitoringJobDefinition_baselineConfig - Baseline configuration used to validate that the data conforms to the specified constraints and statistics

$sel:monitoringInputs:MonitoringJobDefinition', monitoringJobDefinition_monitoringInputs - The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

$sel:monitoringOutputConfig:MonitoringJobDefinition', monitoringJobDefinition_monitoringOutputConfig - The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

$sel:monitoringResources:MonitoringJobDefinition', monitoringJobDefinition_monitoringResources - Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance.

$sel:monitoringAppSpecification:MonitoringJobDefinition', monitoringJobDefinition_monitoringAppSpecification - Configures the monitoring job to run a specified Docker container image.

$sel:roleArn:MonitoringJobDefinition', monitoringJobDefinition_roleArn - The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

monitoringJobDefinition_environment :: Lens' MonitoringJobDefinition (Maybe (HashMap Text Text)) Source #

Sets the environment variables in the Docker container.

monitoringJobDefinition_stoppingCondition :: Lens' MonitoringJobDefinition (Maybe MonitoringStoppingCondition) Source #

Specifies a time limit for how long the monitoring job is allowed to run.

monitoringJobDefinition_networkConfig :: Lens' MonitoringJobDefinition (Maybe NetworkConfig) Source #

Specifies networking options for an monitoring job.

monitoringJobDefinition_baselineConfig :: Lens' MonitoringJobDefinition (Maybe MonitoringBaselineConfig) Source #

Baseline configuration used to validate that the data conforms to the specified constraints and statistics

monitoringJobDefinition_monitoringInputs :: Lens' MonitoringJobDefinition (NonEmpty MonitoringInput) Source #

The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

monitoringJobDefinition_monitoringOutputConfig :: Lens' MonitoringJobDefinition MonitoringOutputConfig Source #

The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

monitoringJobDefinition_monitoringResources :: Lens' MonitoringJobDefinition MonitoringResources Source #

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance.

monitoringJobDefinition_monitoringAppSpecification :: Lens' MonitoringJobDefinition MonitoringAppSpecification Source #

Configures the monitoring job to run a specified Docker container image.

monitoringJobDefinition_roleArn :: Lens' MonitoringJobDefinition Text Source #

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.