Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule

Documentation

data ModelDashboardMonitoringSchedule

A monitoring schedule for a model displayed in the Amazon SageMaker Model Dashboard.

See: newModelDashboardMonitoringSchedule smart constructor.

Constructors

ModelDashboardMonitoringSchedule'

Fields

• creationTime :: Maybe POSIX

  A timestamp that indicates when the monitoring schedule was created.

• endpointName :: Maybe Text

  The endpoint which is monitored.

• failureReason :: Maybe Text

  If a monitoring job failed, provides the reason.

• lastModifiedTime :: Maybe POSIX

  A timestamp that indicates when the monitoring schedule was last updated.

• lastMonitoringExecutionSummary :: Maybe MonitoringExecutionSummary
• monitoringAlertSummaries :: Maybe (NonEmpty MonitoringAlertSummary)

  A JSON array where each element is a summary for a monitoring alert.

• monitoringScheduleArn :: Maybe Text

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

• monitoringScheduleConfig :: Maybe MonitoringScheduleConfig
• monitoringScheduleName :: Maybe Text

  The name of a monitoring schedule.

• monitoringScheduleStatus :: Maybe ScheduleStatus

  The status of the monitoring schedule.

• monitoringType :: Maybe MonitoringType

  The monitor type of a model monitor.

Instances

FromJSON ModelDashboardMonitoringSchedule

Defined in Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule

Methods

parseJSON :: Value -> Parser ModelDashboardMonitoringSchedule

parseJSONList :: Value -> Parser [ModelDashboardMonitoringSchedule]

Generic ModelDashboardMonitoringSchedule

Defined in Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule

Associated Types

type Rep ModelDashboardMonitoringSchedule :: Type -> Type

Methods

from :: ModelDashboardMonitoringSchedule -> Rep ModelDashboardMonitoringSchedule x

to :: Rep ModelDashboardMonitoringSchedule x -> ModelDashboardMonitoringSchedule

Read ModelDashboardMonitoringSchedule

Defined in Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule

Methods

readsPrec :: Int -> ReadS ModelDashboardMonitoringSchedule

readList :: ReadS [ModelDashboardMonitoringSchedule]

readPrec :: ReadPrec ModelDashboardMonitoringSchedule

readListPrec :: ReadPrec [ModelDashboardMonitoringSchedule]

Show ModelDashboardMonitoringSchedule

Defined in Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule

Methods

showsPrec :: Int -> ModelDashboardMonitoringSchedule -> ShowS

show :: ModelDashboardMonitoringSchedule -> String

showList :: [ModelDashboardMonitoringSchedule] -> ShowS

NFData ModelDashboardMonitoringSchedule

Defined in Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule

Methods

rnf :: ModelDashboardMonitoringSchedule -> ()

Eq ModelDashboardMonitoringSchedule

Defined in Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule

Methods

(==) :: ModelDashboardMonitoringSchedule -> ModelDashboardMonitoringSchedule -> Bool

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

Hashable ModelDashboardMonitoringSchedule

Defined in Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule

Methods

hashWithSalt :: Int -> ModelDashboardMonitoringSchedule -> Int

hash :: ModelDashboardMonitoringSchedule -> Int

type Rep ModelDashboardMonitoringSchedule

Defined in Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule

type Rep ModelDashboardMonitoringSchedule = D1 ('MetaData "ModelDashboardMonitoringSchedule" "Amazonka.SageMaker.Types.ModelDashboardMonitoringSchedule" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "ModelDashboardMonitoringSchedule'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :*: S1 ('MetaSel ('Just "endpointName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))) :*: (S1 ('MetaSel ('Just "failureReason") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "lastModifiedTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :*: S1 ('MetaSel ('Just "lastMonitoringExecutionSummary") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringExecutionSummary))))) :*: ((S1 ('MetaSel ('Just "monitoringAlertSummaries") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty MonitoringAlertSummary))) :*: (S1 ('MetaSel ('Just "monitoringScheduleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "monitoringScheduleConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringScheduleConfig)))) :*: (S1 ('MetaSel ('Just "monitoringScheduleName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "monitoringScheduleStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ScheduleStatus)) :*: S1 ('MetaSel ('Just "monitoringType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringType)))))))

newModelDashboardMonitoringSchedule :: ModelDashboardMonitoringSchedule

Create a value of ModelDashboardMonitoringSchedule 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:

ModelDashboardMonitoringSchedule, modelDashboardMonitoringSchedule_creationTime - A timestamp that indicates when the monitoring schedule was created.

ModelDashboardMonitoringSchedule, modelDashboardMonitoringSchedule_endpointName - The endpoint which is monitored.

ModelDashboardMonitoringSchedule, modelDashboardMonitoringSchedule_failureReason - If a monitoring job failed, provides the reason.

ModelDashboardMonitoringSchedule, modelDashboardMonitoringSchedule_lastModifiedTime - A timestamp that indicates when the monitoring schedule was last updated.

$sel:lastMonitoringExecutionSummary:ModelDashboardMonitoringSchedule', modelDashboardMonitoringSchedule_lastMonitoringExecutionSummary - Undocumented member.

$sel:monitoringAlertSummaries:ModelDashboardMonitoringSchedule', modelDashboardMonitoringSchedule_monitoringAlertSummaries - A JSON array where each element is a summary for a monitoring alert.

$sel:monitoringScheduleArn:ModelDashboardMonitoringSchedule', modelDashboardMonitoringSchedule_monitoringScheduleArn - The Amazon Resource Name (ARN) of a monitoring schedule.

$sel:monitoringScheduleConfig:ModelDashboardMonitoringSchedule', modelDashboardMonitoringSchedule_monitoringScheduleConfig - Undocumented member.

ModelDashboardMonitoringSchedule, modelDashboardMonitoringSchedule_monitoringScheduleName - The name of a monitoring schedule.

$sel:monitoringScheduleStatus:ModelDashboardMonitoringSchedule', modelDashboardMonitoringSchedule_monitoringScheduleStatus - The status of the monitoring schedule.

ModelDashboardMonitoringSchedule, modelDashboardMonitoringSchedule_monitoringType - The monitor type of a model monitor.

modelDashboardMonitoringSchedule_creationTime :: Lens' ModelDashboardMonitoringSchedule (Maybe UTCTime)

A timestamp that indicates when the monitoring schedule was created.

modelDashboardMonitoringSchedule_endpointName :: Lens' ModelDashboardMonitoringSchedule (Maybe Text)

The endpoint which is monitored.

modelDashboardMonitoringSchedule_failureReason :: Lens' ModelDashboardMonitoringSchedule (Maybe Text)

If a monitoring job failed, provides the reason.

modelDashboardMonitoringSchedule_lastModifiedTime :: Lens' ModelDashboardMonitoringSchedule (Maybe UTCTime)

A timestamp that indicates when the monitoring schedule was last updated.

modelDashboardMonitoringSchedule_lastMonitoringExecutionSummary :: Lens' ModelDashboardMonitoringSchedule (Maybe MonitoringExecutionSummary)

Undocumented member.

modelDashboardMonitoringSchedule_monitoringAlertSummaries :: Lens' ModelDashboardMonitoringSchedule (Maybe (NonEmpty MonitoringAlertSummary))

A JSON array where each element is a summary for a monitoring alert.

modelDashboardMonitoringSchedule_monitoringScheduleArn :: Lens' ModelDashboardMonitoringSchedule (Maybe Text)

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

modelDashboardMonitoringSchedule_monitoringScheduleConfig :: Lens' ModelDashboardMonitoringSchedule (Maybe MonitoringScheduleConfig)

Undocumented member.

modelDashboardMonitoringSchedule_monitoringScheduleName :: Lens' ModelDashboardMonitoringSchedule (Maybe Text)

The name of a monitoring schedule.

modelDashboardMonitoringSchedule_monitoringScheduleStatus :: Lens' ModelDashboardMonitoringSchedule (Maybe ScheduleStatus)

The status of the monitoring schedule.

modelDashboardMonitoringSchedule_monitoringType :: Lens' ModelDashboardMonitoringSchedule (Maybe MonitoringType)

The monitor type of a model monitor.