Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

Documentation

data DataPreProcessingConfiguration

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

FromJSON DataPreProcessingConfiguration

Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

Methods

parseJSON :: Value -> Parser DataPreProcessingConfiguration

parseJSONList :: Value -> Parser [DataPreProcessingConfiguration]

ToJSON DataPreProcessingConfiguration

Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

Methods

toJSON :: DataPreProcessingConfiguration -> Value

toEncoding :: DataPreProcessingConfiguration -> Encoding

toJSONList :: [DataPreProcessingConfiguration] -> Value

toEncodingList :: [DataPreProcessingConfiguration] -> Encoding

Generic DataPreProcessingConfiguration

Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

Associated Types

type Rep DataPreProcessingConfiguration :: Type -> Type

Methods

from :: DataPreProcessingConfiguration -> Rep DataPreProcessingConfiguration x

to :: Rep DataPreProcessingConfiguration x -> DataPreProcessingConfiguration

Read DataPreProcessingConfiguration

Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

Methods

readsPrec :: Int -> ReadS DataPreProcessingConfiguration

readList :: ReadS [DataPreProcessingConfiguration]

readPrec :: ReadPrec DataPreProcessingConfiguration

readListPrec :: ReadPrec [DataPreProcessingConfiguration]

Show DataPreProcessingConfiguration

Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

Methods

showsPrec :: Int -> DataPreProcessingConfiguration -> ShowS

show :: DataPreProcessingConfiguration -> String

showList :: [DataPreProcessingConfiguration] -> ShowS

NFData DataPreProcessingConfiguration

Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

Methods

rnf :: DataPreProcessingConfiguration -> ()

Eq DataPreProcessingConfiguration

Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

Methods

(==) :: DataPreProcessingConfiguration -> DataPreProcessingConfiguration -> Bool

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

Hashable DataPreProcessingConfiguration

Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

Methods

hashWithSalt :: Int -> DataPreProcessingConfiguration -> Int

hash :: DataPreProcessingConfiguration -> Int

type Rep DataPreProcessingConfiguration

Defined in Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration

type Rep DataPreProcessingConfiguration = D1 ('MetaData "DataPreProcessingConfiguration" "Amazonka.LookoutEquipment.Types.DataPreProcessingConfiguration" "amazonka-lookoutequipment-2.0-FBtgEViQ46F6elHeNaa8oC" 'False) (C1 ('MetaCons "DataPreProcessingConfiguration'" 'PrefixI 'True) (S1 ('MetaSel ('Just "targetSamplingRate") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe TargetSamplingRate))))

newDataPreProcessingConfiguration :: DataPreProcessingConfiguration

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)

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