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.DataBrew.Types.ProfileConfiguration

Description

Documentation

data ProfileConfiguration Source #

Configuration for profile jobs. Configuration can be used to select columns, do evaluations, and override default parameters of evaluations. When configuration is undefined, the profile job will apply default settings to all supported columns.

See: newProfileConfiguration smart constructor.

Constructors

ProfileConfiguration'

Fields

columnStatisticsConfigurations :: Maybe (NonEmpty ColumnStatisticsConfiguration)
List of configurations for column evaluations. ColumnStatisticsConfigurations are used to select evaluations and override parameters of evaluations for particular columns. When ColumnStatisticsConfigurations is undefined, the profile job will profile all supported columns and run all supported evaluations.
datasetStatisticsConfiguration :: Maybe StatisticsConfiguration
Configuration for inter-column evaluations. Configuration can be used to select evaluations and override parameters of evaluations. When configuration is undefined, the profile job will run all supported inter-column evaluations.
entityDetectorConfiguration :: Maybe EntityDetectorConfiguration
Configuration of entity detection for a profile job. When undefined, entity detection is disabled.
profileColumns :: Maybe (NonEmpty ColumnSelector)
List of column selectors. ProfileColumns can be used to select columns from the dataset. When ProfileColumns is undefined, the profile job will profile all supported columns.

Instances

Instances details

FromJSON ProfileConfiguration Source #
Instance details Defined in Amazonka.DataBrew.Types.ProfileConfiguration Methods parseJSON :: Value -> Parser ProfileConfiguration # parseJSONList :: Value -> Parser [ProfileConfiguration] #
ToJSON ProfileConfiguration Source #
Instance details Defined in Amazonka.DataBrew.Types.ProfileConfiguration Methods toJSON :: ProfileConfiguration -> Value # toEncoding :: ProfileConfiguration -> Encoding # toJSONList :: [ProfileConfiguration] -> Value # toEncodingList :: [ProfileConfiguration] -> Encoding #
Generic ProfileConfiguration Source #
Instance details Defined in Amazonka.DataBrew.Types.ProfileConfiguration Associated Types type Rep ProfileConfiguration :: Type -> Type # Methods from :: ProfileConfiguration -> Rep ProfileConfiguration x # to :: Rep ProfileConfiguration x -> ProfileConfiguration #
Read ProfileConfiguration Source #
Instance details Defined in Amazonka.DataBrew.Types.ProfileConfiguration Methods readsPrec :: Int -> ReadS ProfileConfiguration # readList :: ReadS [ProfileConfiguration] # readPrec :: ReadPrec ProfileConfiguration # readListPrec :: ReadPrec [ProfileConfiguration] #
Show ProfileConfiguration Source #
Instance details Defined in Amazonka.DataBrew.Types.ProfileConfiguration Methods showsPrec :: Int -> ProfileConfiguration -> ShowS # show :: ProfileConfiguration -> String # showList :: [ProfileConfiguration] -> ShowS #
NFData ProfileConfiguration Source #
Instance details Defined in Amazonka.DataBrew.Types.ProfileConfiguration Methods rnf :: ProfileConfiguration -> () #
Eq ProfileConfiguration Source #
Instance details Defined in Amazonka.DataBrew.Types.ProfileConfiguration Methods (==) :: ProfileConfiguration -> ProfileConfiguration -> Bool # (/=) :: ProfileConfiguration -> ProfileConfiguration -> Bool #
Hashable ProfileConfiguration Source #
Instance details Defined in Amazonka.DataBrew.Types.ProfileConfiguration Methods hashWithSalt :: Int -> ProfileConfiguration -> Int # hash :: ProfileConfiguration -> Int #
type Rep ProfileConfiguration Source #
Instance details Defined in Amazonka.DataBrew.Types.ProfileConfiguration type Rep ProfileConfiguration = D1 ('MetaData "ProfileConfiguration" "Amazonka.DataBrew.Types.ProfileConfiguration" "amazonka-databrew-2.0-GJMXoRzRb387Yq6XNY29RM" 'False) (C1 ('MetaCons "ProfileConfiguration'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "columnStatisticsConfigurations") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty ColumnStatisticsConfiguration))) :: S1 ('MetaSel ('Just "datasetStatisticsConfiguration") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe StatisticsConfiguration))) :: (S1 ('MetaSel ('Just "entityDetectorConfiguration") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe EntityDetectorConfiguration)) :*: S1 ('MetaSel ('Just "profileColumns") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty ColumnSelector))))))

newProfileConfiguration :: ProfileConfiguration Source #

Create a value of ProfileConfiguration 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:columnStatisticsConfigurations:ProfileConfiguration', profileConfiguration_columnStatisticsConfigurations - List of configurations for column evaluations. ColumnStatisticsConfigurations are used to select evaluations and override parameters of evaluations for particular columns. When ColumnStatisticsConfigurations is undefined, the profile job will profile all supported columns and run all supported evaluations.

$sel:datasetStatisticsConfiguration:ProfileConfiguration', profileConfiguration_datasetStatisticsConfiguration - Configuration for inter-column evaluations. Configuration can be used to select evaluations and override parameters of evaluations. When configuration is undefined, the profile job will run all supported inter-column evaluations.

$sel:entityDetectorConfiguration:ProfileConfiguration', profileConfiguration_entityDetectorConfiguration - Configuration of entity detection for a profile job. When undefined, entity detection is disabled.

$sel:profileColumns:ProfileConfiguration', profileConfiguration_profileColumns - List of column selectors. ProfileColumns can be used to select columns from the dataset. When ProfileColumns is undefined, the profile job will profile all supported columns.

profileConfiguration_columnStatisticsConfigurations :: Lens' ProfileConfiguration (Maybe (NonEmpty ColumnStatisticsConfiguration)) Source #

List of configurations for column evaluations. ColumnStatisticsConfigurations are used to select evaluations and override parameters of evaluations for particular columns. When ColumnStatisticsConfigurations is undefined, the profile job will profile all supported columns and run all supported evaluations.

profileConfiguration_datasetStatisticsConfiguration :: Lens' ProfileConfiguration (Maybe StatisticsConfiguration) Source #

Configuration for inter-column evaluations. Configuration can be used to select evaluations and override parameters of evaluations. When configuration is undefined, the profile job will run all supported inter-column evaluations.

profileConfiguration_entityDetectorConfiguration :: Lens' ProfileConfiguration (Maybe EntityDetectorConfiguration) Source #

Configuration of entity detection for a profile job. When undefined, entity detection is disabled.

profileConfiguration_profileColumns :: Lens' ProfileConfiguration (Maybe (NonEmpty ColumnSelector)) Source #

List of column selectors. ProfileColumns can be used to select columns from the dataset. When ProfileColumns is undefined, the profile job will profile all supported columns.