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.LookoutEquipment.Types.DataPreProcessingConfiguration

Description

Synopsis

Documentation

data DataPreProcessingConfiguration Source #

The configuration is the TargetSamplingRate, which is the sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H

See: newDataPreProcessingConfiguration smart constructor.

Constructors

DataPreProcessingConfiguration'

Fields

targetSamplingRate :: Maybe TargetSamplingRate
The sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.
When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H

Instances

Instances details

Eq DataPreProcessingConfiguration Source #
Instance details Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration Methods (==) :: DataPreProcessingConfiguration -> DataPreProcessingConfiguration -> Bool # (/=) :: DataPreProcessingConfiguration -> DataPreProcessingConfiguration -> Bool #
Read DataPreProcessingConfiguration Source #
Instance details Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration Methods readsPrec :: Int -> ReadS DataPreProcessingConfiguration # readList :: ReadS [DataPreProcessingConfiguration] # readPrec :: ReadPrec DataPreProcessingConfiguration # readListPrec :: ReadPrec [DataPreProcessingConfiguration] #
Show DataPreProcessingConfiguration Source #
Instance details Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration Methods showsPrec :: Int -> DataPreProcessingConfiguration -> ShowS # show :: DataPreProcessingConfiguration -> String # showList :: [DataPreProcessingConfiguration] -> ShowS #
Generic DataPreProcessingConfiguration Source #
Instance details Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration Associated Types type Rep DataPreProcessingConfiguration :: Type -> Type # Methods from :: DataPreProcessingConfiguration -> Rep DataPreProcessingConfiguration x # to :: Rep DataPreProcessingConfiguration x -> DataPreProcessingConfiguration #
NFData DataPreProcessingConfiguration Source #
Instance details Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration Methods rnf :: DataPreProcessingConfiguration -> () #
Hashable DataPreProcessingConfiguration Source #
Instance details Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration Methods hashWithSalt :: Int -> DataPreProcessingConfiguration -> Int # hash :: DataPreProcessingConfiguration -> Int #
ToJSON DataPreProcessingConfiguration Source #
Instance details Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration Methods toJSON :: DataPreProcessingConfiguration -> Value # toEncoding :: DataPreProcessingConfiguration -> Encoding # toJSONList :: [DataPreProcessingConfiguration] -> Value # toEncodingList :: [DataPreProcessingConfiguration] -> Encoding #
FromJSON DataPreProcessingConfiguration Source #
Instance details Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration Methods parseJSON :: Value -> Parser DataPreProcessingConfiguration # parseJSONList :: Value -> Parser [DataPreProcessingConfiguration] #
type Rep DataPreProcessingConfiguration Source #
Instance details Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration type Rep DataPreProcessingConfiguration = D1 ('MetaData "DataPreProcessingConfiguration" "Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration" "libZSservicesZSamazonka-lookoutequipmentZSamazonka-lookoutequipment" 'False) (C1 ('MetaCons "DataPreProcessingConfiguration'" 'PrefixI 'True) (S1 ('MetaSel ('Just "targetSamplingRate") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe TargetSamplingRate))))

newDataPreProcessingConfiguration :: DataPreProcessingConfiguration Source #

Create a value of DataPreProcessingConfiguration 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:targetSamplingRate:DataPreProcessingConfiguration', dataPreProcessingConfiguration_targetSamplingRate - The sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H

dataPreProcessingConfiguration_targetSamplingRate :: Lens' DataPreProcessingConfiguration (Maybe TargetSamplingRate) Source #

The sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H