Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.SageMaker.Types.DebugRuleConfiguration

Description

Synopsis

data DebugRuleConfiguration = DebugRuleConfiguration' {
- instanceType :: Maybe ProcessingInstanceType
- localPath :: Maybe Text
- ruleParameters :: Maybe (HashMap Text Text)
- s3OutputPath :: Maybe Text
- volumeSizeInGB :: Maybe Natural
- ruleConfigurationName :: Text
- ruleEvaluatorImage :: Text
}
newDebugRuleConfiguration :: Text -> Text -> DebugRuleConfiguration
debugRuleConfiguration_instanceType :: Lens' DebugRuleConfiguration (Maybe ProcessingInstanceType)
debugRuleConfiguration_localPath :: Lens' DebugRuleConfiguration (Maybe Text)
debugRuleConfiguration_ruleParameters :: Lens' DebugRuleConfiguration (Maybe (HashMap Text Text))
debugRuleConfiguration_s3OutputPath :: Lens' DebugRuleConfiguration (Maybe Text)
debugRuleConfiguration_volumeSizeInGB :: Lens' DebugRuleConfiguration (Maybe Natural)
debugRuleConfiguration_ruleConfigurationName :: Lens' DebugRuleConfiguration Text
debugRuleConfiguration_ruleEvaluatorImage :: Lens' DebugRuleConfiguration Text

Documentation

data DebugRuleConfiguration Source #

Configuration information for SageMaker Debugger rules for debugging. To learn more about how to configure the DebugRuleConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

See: newDebugRuleConfiguration smart constructor.

Constructors

DebugRuleConfiguration'

Fields

instanceType :: Maybe ProcessingInstanceType
The instance type to deploy a custom rule for debugging a training job.
localPath :: Maybe Text
Path to local storage location for output of rules. Defaults to /opt/ml/processing/output/rule/.
ruleParameters :: Maybe (HashMap Text Text)
Runtime configuration for rule container.
s3OutputPath :: Maybe Text
Path to Amazon S3 storage location for rules.
volumeSizeInGB :: Maybe Natural
The size, in GB, of the ML storage volume attached to the processing instance.
ruleConfigurationName :: Text
The name of the rule configuration. It must be unique relative to other rule configuration names.
ruleEvaluatorImage :: Text
The Amazon Elastic Container (ECR) Image for the managed rule evaluation.

Instances

Instances details

FromJSON DebugRuleConfiguration Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugRuleConfiguration Methods parseJSON :: Value -> Parser DebugRuleConfiguration # parseJSONList :: Value -> Parser [DebugRuleConfiguration] #
ToJSON DebugRuleConfiguration Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugRuleConfiguration Methods toJSON :: DebugRuleConfiguration -> Value # toEncoding :: DebugRuleConfiguration -> Encoding # toJSONList :: [DebugRuleConfiguration] -> Value # toEncodingList :: [DebugRuleConfiguration] -> Encoding #
Generic DebugRuleConfiguration Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugRuleConfiguration Associated Types type Rep DebugRuleConfiguration :: Type -> Type # Methods from :: DebugRuleConfiguration -> Rep DebugRuleConfiguration x # to :: Rep DebugRuleConfiguration x -> DebugRuleConfiguration #
Read DebugRuleConfiguration Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugRuleConfiguration Methods readsPrec :: Int -> ReadS DebugRuleConfiguration # readList :: ReadS [DebugRuleConfiguration] # readPrec :: ReadPrec DebugRuleConfiguration # readListPrec :: ReadPrec [DebugRuleConfiguration] #
Show DebugRuleConfiguration Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugRuleConfiguration Methods showsPrec :: Int -> DebugRuleConfiguration -> ShowS # show :: DebugRuleConfiguration -> String # showList :: [DebugRuleConfiguration] -> ShowS #
NFData DebugRuleConfiguration Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugRuleConfiguration Methods rnf :: DebugRuleConfiguration -> () #
Eq DebugRuleConfiguration Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugRuleConfiguration Methods (==) :: DebugRuleConfiguration -> DebugRuleConfiguration -> Bool # (/=) :: DebugRuleConfiguration -> DebugRuleConfiguration -> Bool #
Hashable DebugRuleConfiguration Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugRuleConfiguration Methods hashWithSalt :: Int -> DebugRuleConfiguration -> Int # hash :: DebugRuleConfiguration -> Int #
type Rep DebugRuleConfiguration Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugRuleConfiguration type Rep DebugRuleConfiguration = D1 ('MetaData "DebugRuleConfiguration" "Amazonka.SageMaker.Types.DebugRuleConfiguration" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "DebugRuleConfiguration'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "instanceType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingInstanceType)) :: (S1 ('MetaSel ('Just "localPath") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "ruleParameters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))))) :: ((S1 ('MetaSel ('Just "s3OutputPath") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "volumeSizeInGB") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Natural))) :: (S1 ('MetaSel ('Just "ruleConfigurationName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :: S1 ('MetaSel ('Just "ruleEvaluatorImage") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))))

newDebugRuleConfiguration Source #

Arguments

:: Text	`$sel:ruleConfigurationName:DebugRuleConfiguration'`
-> Text	`$sel:ruleEvaluatorImage:DebugRuleConfiguration'`
-> DebugRuleConfiguration

Create a value of DebugRuleConfiguration 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:instanceType:DebugRuleConfiguration', debugRuleConfiguration_instanceType - The instance type to deploy a custom rule for debugging a training job.

$sel:localPath:DebugRuleConfiguration', debugRuleConfiguration_localPath - Path to local storage location for output of rules. Defaults to /opt/ml/processing/output/rule/.

$sel:ruleParameters:DebugRuleConfiguration', debugRuleConfiguration_ruleParameters - Runtime configuration for rule container.

$sel:s3OutputPath:DebugRuleConfiguration', debugRuleConfiguration_s3OutputPath - Path to Amazon S3 storage location for rules.

$sel:volumeSizeInGB:DebugRuleConfiguration', debugRuleConfiguration_volumeSizeInGB - The size, in GB, of the ML storage volume attached to the processing instance.

$sel:ruleConfigurationName:DebugRuleConfiguration', debugRuleConfiguration_ruleConfigurationName - The name of the rule configuration. It must be unique relative to other rule configuration names.

$sel:ruleEvaluatorImage:DebugRuleConfiguration', debugRuleConfiguration_ruleEvaluatorImage - The Amazon Elastic Container (ECR) Image for the managed rule evaluation.

debugRuleConfiguration_instanceType :: Lens' DebugRuleConfiguration (Maybe ProcessingInstanceType) Source #

The instance type to deploy a custom rule for debugging a training job.

debugRuleConfiguration_localPath :: Lens' DebugRuleConfiguration (Maybe Text) Source #

Path to local storage location for output of rules. Defaults to /opt/ml/processing/output/rule/.

debugRuleConfiguration_ruleParameters :: Lens' DebugRuleConfiguration (Maybe (HashMap Text Text)) Source #

Runtime configuration for rule container.

debugRuleConfiguration_s3OutputPath :: Lens' DebugRuleConfiguration (Maybe Text) Source #

Path to Amazon S3 storage location for rules.

debugRuleConfiguration_volumeSizeInGB :: Lens' DebugRuleConfiguration (Maybe Natural) Source #

The size, in GB, of the ML storage volume attached to the processing instance.

debugRuleConfiguration_ruleConfigurationName :: Lens' DebugRuleConfiguration Text Source #

The name of the rule configuration. It must be unique relative to other rule configuration names.

debugRuleConfiguration_ruleEvaluatorImage :: Lens' DebugRuleConfiguration Text Source #

The Amazon Elastic Container (ECR) Image for the managed rule evaluation.