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.MonitoringSchedule

Description

Synopsis

data MonitoringSchedule = MonitoringSchedule' {
- creationTime :: Maybe POSIX
- monitoringType :: Maybe MonitoringType
- failureReason :: Maybe Text
- monitoringScheduleArn :: Maybe Text
- endpointName :: Maybe Text
- lastModifiedTime :: Maybe POSIX
- monitoringScheduleStatus :: Maybe ScheduleStatus
- lastMonitoringExecutionSummary :: Maybe MonitoringExecutionSummary
- monitoringScheduleConfig :: Maybe MonitoringScheduleConfig
- monitoringScheduleName :: Maybe Text
- tags :: Maybe [Tag]
}
newMonitoringSchedule :: MonitoringSchedule
monitoringSchedule_creationTime :: Lens' MonitoringSchedule (Maybe UTCTime)
monitoringSchedule_monitoringType :: Lens' MonitoringSchedule (Maybe MonitoringType)
monitoringSchedule_failureReason :: Lens' MonitoringSchedule (Maybe Text)
monitoringSchedule_monitoringScheduleArn :: Lens' MonitoringSchedule (Maybe Text)
monitoringSchedule_endpointName :: Lens' MonitoringSchedule (Maybe Text)
monitoringSchedule_lastModifiedTime :: Lens' MonitoringSchedule (Maybe UTCTime)
monitoringSchedule_monitoringScheduleStatus :: Lens' MonitoringSchedule (Maybe ScheduleStatus)
monitoringSchedule_lastMonitoringExecutionSummary :: Lens' MonitoringSchedule (Maybe MonitoringExecutionSummary)
monitoringSchedule_monitoringScheduleConfig :: Lens' MonitoringSchedule (Maybe MonitoringScheduleConfig)
monitoringSchedule_monitoringScheduleName :: Lens' MonitoringSchedule (Maybe Text)
monitoringSchedule_tags :: Lens' MonitoringSchedule (Maybe [Tag])

Documentation

data MonitoringSchedule Source #

A schedule for a model monitoring job. For information about model monitor, see Amazon SageMaker Model Monitor.

See: newMonitoringSchedule smart constructor.

Constructors

MonitoringSchedule'

Fields

creationTime :: Maybe POSIX
The time that the monitoring schedule was created.
monitoringType :: Maybe MonitoringType
The type of the monitoring job definition to schedule.
failureReason :: Maybe Text
If the monitoring schedule failed, the reason it failed.
monitoringScheduleArn :: Maybe Text
The Amazon Resource Name (ARN) of the monitoring schedule.
endpointName :: Maybe Text
The endpoint that hosts the model being monitored.
lastModifiedTime :: Maybe POSIX
The last time the monitoring schedule was changed.
monitoringScheduleStatus :: Maybe ScheduleStatus
The status of the monitoring schedule. This can be one of the following values.
- PENDING - The schedule is pending being created.
- FAILED - The schedule failed.
- SCHEDULED - The schedule was successfully created.
- STOPPED - The schedule was stopped.
lastMonitoringExecutionSummary :: Maybe MonitoringExecutionSummary
monitoringScheduleConfig :: Maybe MonitoringScheduleConfig
monitoringScheduleName :: Maybe Text
The name of the monitoring schedule.
tags :: Maybe [Tag]
A list of the tags associated with the monitoring schedlue. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

Instances

Instances details

Eq MonitoringSchedule Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringSchedule Methods (==) :: MonitoringSchedule -> MonitoringSchedule -> Bool # (/=) :: MonitoringSchedule -> MonitoringSchedule -> Bool #
Read MonitoringSchedule Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringSchedule Methods readsPrec :: Int -> ReadS MonitoringSchedule # readList :: ReadS [MonitoringSchedule] # readPrec :: ReadPrec MonitoringSchedule # readListPrec :: ReadPrec [MonitoringSchedule] #
Show MonitoringSchedule Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringSchedule Methods showsPrec :: Int -> MonitoringSchedule -> ShowS # show :: MonitoringSchedule -> String # showList :: [MonitoringSchedule] -> ShowS #
Generic MonitoringSchedule Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringSchedule Associated Types type Rep MonitoringSchedule :: Type -> Type # Methods from :: MonitoringSchedule -> Rep MonitoringSchedule x # to :: Rep MonitoringSchedule x -> MonitoringSchedule #
NFData MonitoringSchedule Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringSchedule Methods rnf :: MonitoringSchedule -> () #
Hashable MonitoringSchedule Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringSchedule Methods hashWithSalt :: Int -> MonitoringSchedule -> Int # hash :: MonitoringSchedule -> Int #
FromJSON MonitoringSchedule Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringSchedule Methods parseJSON :: Value -> Parser MonitoringSchedule # parseJSONList :: Value -> Parser [MonitoringSchedule] #
type Rep MonitoringSchedule Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringSchedule type Rep MonitoringSchedule = D1 ('MetaData "MonitoringSchedule" "Amazonka.SageMaker.Types.MonitoringSchedule" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "MonitoringSchedule'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :: S1 ('MetaSel ('Just "monitoringType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringType))) :: (S1 ('MetaSel ('Just "failureReason") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "monitoringScheduleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "endpointName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))))) :: ((S1 ('MetaSel ('Just "lastModifiedTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :: (S1 ('MetaSel ('Just "monitoringScheduleStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ScheduleStatus)) :: S1 ('MetaSel ('Just "lastMonitoringExecutionSummary") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringExecutionSummary)))) :: (S1 ('MetaSel ('Just "monitoringScheduleConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringScheduleConfig)) :: (S1 ('MetaSel ('Just "monitoringScheduleName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [Tag])))))))

newMonitoringSchedule :: MonitoringSchedule Source #

Create a value of MonitoringSchedule 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:MonitoringSchedule', monitoringSchedule_creationTime - The time that the monitoring schedule was created.

$sel:monitoringType:MonitoringSchedule', monitoringSchedule_monitoringType - The type of the monitoring job definition to schedule.

$sel:failureReason:MonitoringSchedule', monitoringSchedule_failureReason - If the monitoring schedule failed, the reason it failed.

$sel:monitoringScheduleArn:MonitoringSchedule', monitoringSchedule_monitoringScheduleArn - The Amazon Resource Name (ARN) of the monitoring schedule.

$sel:endpointName:MonitoringSchedule', monitoringSchedule_endpointName - The endpoint that hosts the model being monitored.

$sel:lastModifiedTime:MonitoringSchedule', monitoringSchedule_lastModifiedTime - The last time the monitoring schedule was changed.

$sel:monitoringScheduleStatus:MonitoringSchedule', monitoringSchedule_monitoringScheduleStatus - The status of the monitoring schedule. This can be one of the following values.

PENDING - The schedule is pending being created.
FAILED - The schedule failed.
SCHEDULED - The schedule was successfully created.
STOPPED - The schedule was stopped.

$sel:lastMonitoringExecutionSummary:MonitoringSchedule', monitoringSchedule_lastMonitoringExecutionSummary - Undocumented member.

$sel:monitoringScheduleConfig:MonitoringSchedule', monitoringSchedule_monitoringScheduleConfig - Undocumented member.

$sel:monitoringScheduleName:MonitoringSchedule', monitoringSchedule_monitoringScheduleName - The name of the monitoring schedule.

$sel:tags:MonitoringSchedule', monitoringSchedule_tags - A list of the tags associated with the monitoring schedlue. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

monitoringSchedule_creationTime :: Lens' MonitoringSchedule (Maybe UTCTime) Source #

The time that the monitoring schedule was created.

monitoringSchedule_monitoringType :: Lens' MonitoringSchedule (Maybe MonitoringType) Source #

The type of the monitoring job definition to schedule.

monitoringSchedule_failureReason :: Lens' MonitoringSchedule (Maybe Text) Source #

If the monitoring schedule failed, the reason it failed.

monitoringSchedule_monitoringScheduleArn :: Lens' MonitoringSchedule (Maybe Text) Source #

The Amazon Resource Name (ARN) of the monitoring schedule.

monitoringSchedule_endpointName :: Lens' MonitoringSchedule (Maybe Text) Source #

The endpoint that hosts the model being monitored.

monitoringSchedule_lastModifiedTime :: Lens' MonitoringSchedule (Maybe UTCTime) Source #

The last time the monitoring schedule was changed.

monitoringSchedule_monitoringScheduleStatus :: Lens' MonitoringSchedule (Maybe ScheduleStatus) Source #

The status of the monitoring schedule. This can be one of the following values.

PENDING - The schedule is pending being created.
FAILED - The schedule failed.
SCHEDULED - The schedule was successfully created.
STOPPED - The schedule was stopped.

monitoringSchedule_lastMonitoringExecutionSummary :: Lens' MonitoringSchedule (Maybe MonitoringExecutionSummary) Source #

Undocumented member.

monitoringSchedule_monitoringScheduleConfig :: Lens' MonitoringSchedule (Maybe MonitoringScheduleConfig) Source #

Undocumented member.

monitoringSchedule_monitoringScheduleName :: Lens' MonitoringSchedule (Maybe Text) Source #

The name of the monitoring schedule.

monitoringSchedule_tags :: Lens' MonitoringSchedule (Maybe [Tag]) Source #

A list of the tags associated with the monitoring schedlue. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.