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.Forecast.Types.Statistics

Description

Synopsis

data Statistics = Statistics' {
- max :: Maybe Text
- countNullLong :: Maybe Integer
- countNan :: Maybe Int
- countNanLong :: Maybe Integer
- avg :: Maybe Double
- countNull :: Maybe Int
- count :: Maybe Int
- countLong :: Maybe Integer
- stddev :: Maybe Double
- min :: Maybe Text
- countDistinctLong :: Maybe Integer
- countDistinct :: Maybe Int
}
newStatistics :: Statistics
statistics_max :: Lens' Statistics (Maybe Text)
statistics_countNullLong :: Lens' Statistics (Maybe Integer)
statistics_countNan :: Lens' Statistics (Maybe Int)
statistics_countNanLong :: Lens' Statistics (Maybe Integer)
statistics_avg :: Lens' Statistics (Maybe Double)
statistics_countNull :: Lens' Statistics (Maybe Int)
statistics_count :: Lens' Statistics (Maybe Int)
statistics_countLong :: Lens' Statistics (Maybe Integer)
statistics_stddev :: Lens' Statistics (Maybe Double)
statistics_min :: Lens' Statistics (Maybe Text)
statistics_countDistinctLong :: Lens' Statistics (Maybe Integer)
statistics_countDistinct :: Lens' Statistics (Maybe Int)

Documentation

data Statistics Source #

Provides statistics for each data field imported into to an Amazon Forecast dataset with the CreateDatasetImportJob operation.

See: newStatistics smart constructor.

Constructors

Statistics'

Fields

max :: Maybe Text
For a numeric field, the maximum value in the field.
countNullLong :: Maybe Integer
The number of null values in the field. CountNullLong is used instead of CountNull if the value is greater than 2,147,483,647.
countNan :: Maybe Int
The number of NAN (not a number) values in the field. If the response value is -1, refer to CountNanLong.
countNanLong :: Maybe Integer
The number of NAN (not a number) values in the field. CountNanLong is used instead of CountNan if the value is greater than 2,147,483,647.
avg :: Maybe Double
For a numeric field, the average value in the field.
countNull :: Maybe Int
The number of null values in the field. If the response value is -1, refer to CountNullLong.
count :: Maybe Int
The number of values in the field. If the response value is -1, refer to CountLong.
countLong :: Maybe Integer
The number of values in the field. CountLong is used instead of Count if the value is greater than 2,147,483,647.
stddev :: Maybe Double
For a numeric field, the standard deviation.
min :: Maybe Text
For a numeric field, the minimum value in the field.
countDistinctLong :: Maybe Integer
The number of distinct values in the field. CountDistinctLong is used instead of CountDistinct if the value is greater than 2,147,483,647.
countDistinct :: Maybe Int
The number of distinct values in the field. If the response value is -1, refer to CountDistinctLong.

Instances

Instances details

Eq Statistics Source #
Instance details Defined in Amazonka.Forecast.Types.Statistics Methods (==) :: Statistics -> Statistics -> Bool # (/=) :: Statistics -> Statistics -> Bool #
Read Statistics Source #
Instance details Defined in Amazonka.Forecast.Types.Statistics Methods readsPrec :: Int -> ReadS Statistics # readList :: ReadS [Statistics] # readPrec :: ReadPrec Statistics # readListPrec :: ReadPrec [Statistics] #
Show Statistics Source #
Instance details Defined in Amazonka.Forecast.Types.Statistics Methods showsPrec :: Int -> Statistics -> ShowS # show :: Statistics -> String # showList :: [Statistics] -> ShowS #
Generic Statistics Source #
Instance details Defined in Amazonka.Forecast.Types.Statistics Associated Types type Rep Statistics :: Type -> Type # Methods from :: Statistics -> Rep Statistics x # to :: Rep Statistics x -> Statistics #
NFData Statistics Source #
Instance details Defined in Amazonka.Forecast.Types.Statistics Methods rnf :: Statistics -> () #
Hashable Statistics Source #
Instance details Defined in Amazonka.Forecast.Types.Statistics Methods hashWithSalt :: Int -> Statistics -> Int # hash :: Statistics -> Int #
FromJSON Statistics Source #
Instance details Defined in Amazonka.Forecast.Types.Statistics Methods parseJSON :: Value -> Parser Statistics # parseJSONList :: Value -> Parser [Statistics] #
type Rep Statistics Source #
Instance details Defined in Amazonka.Forecast.Types.Statistics type Rep Statistics = D1 ('MetaData "Statistics" "Amazonka.Forecast.Types.Statistics" "libZSservicesZSamazonka-forecastZSamazonka-forecast" 'False) (C1 ('MetaCons "Statistics'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "max") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "countNullLong") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Integer)) :: S1 ('MetaSel ('Just "countNan") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Int)))) :: (S1 ('MetaSel ('Just "countNanLong") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Integer)) :: (S1 ('MetaSel ('Just "avg") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)) :: S1 ('MetaSel ('Just "countNull") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Int))))) :: ((S1 ('MetaSel ('Just "count") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Int)) :: (S1 ('MetaSel ('Just "countLong") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Integer)) :: S1 ('MetaSel ('Just "stddev") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)))) :: (S1 ('MetaSel ('Just "min") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "countDistinctLong") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Integer)) :*: S1 ('MetaSel ('Just "countDistinct") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Int)))))))

newStatistics :: Statistics Source #

Create a value of Statistics 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:max:Statistics', statistics_max - For a numeric field, the maximum value in the field.

$sel:countNullLong:Statistics', statistics_countNullLong - The number of null values in the field. CountNullLong is used instead of CountNull if the value is greater than 2,147,483,647.

$sel:countNan:Statistics', statistics_countNan - The number of NAN (not a number) values in the field. If the response value is -1, refer to CountNanLong.

$sel:countNanLong:Statistics', statistics_countNanLong - The number of NAN (not a number) values in the field. CountNanLong is used instead of CountNan if the value is greater than 2,147,483,647.

$sel:avg:Statistics', statistics_avg - For a numeric field, the average value in the field.

$sel:countNull:Statistics', statistics_countNull - The number of null values in the field. If the response value is -1, refer to CountNullLong.

$sel:count:Statistics', statistics_count - The number of values in the field. If the response value is -1, refer to CountLong.

$sel:countLong:Statistics', statistics_countLong - The number of values in the field. CountLong is used instead of Count if the value is greater than 2,147,483,647.

$sel:stddev:Statistics', statistics_stddev - For a numeric field, the standard deviation.

$sel:min:Statistics', statistics_min - For a numeric field, the minimum value in the field.

$sel:countDistinctLong:Statistics', statistics_countDistinctLong - The number of distinct values in the field. CountDistinctLong is used instead of CountDistinct if the value is greater than 2,147,483,647.

$sel:countDistinct:Statistics', statistics_countDistinct - The number of distinct values in the field. If the response value is -1, refer to CountDistinctLong.

statistics_max :: Lens' Statistics (Maybe Text) Source #

For a numeric field, the maximum value in the field.

statistics_countNullLong :: Lens' Statistics (Maybe Integer) Source #

The number of null values in the field. CountNullLong is used instead of CountNull if the value is greater than 2,147,483,647.

statistics_countNan :: Lens' Statistics (Maybe Int) Source #

The number of NAN (not a number) values in the field. If the response value is -1, refer to CountNanLong.

statistics_countNanLong :: Lens' Statistics (Maybe Integer) Source #

The number of NAN (not a number) values in the field. CountNanLong is used instead of CountNan if the value is greater than 2,147,483,647.

statistics_avg :: Lens' Statistics (Maybe Double) Source #

For a numeric field, the average value in the field.

statistics_countNull :: Lens' Statistics (Maybe Int) Source #

The number of null values in the field. If the response value is -1, refer to CountNullLong.

statistics_count :: Lens' Statistics (Maybe Int) Source #

The number of values in the field. If the response value is -1, refer to CountLong.

statistics_countLong :: Lens' Statistics (Maybe Integer) Source #

The number of values in the field. CountLong is used instead of Count if the value is greater than 2,147,483,647.

statistics_stddev :: Lens' Statistics (Maybe Double) Source #

For a numeric field, the standard deviation.

statistics_min :: Lens' Statistics (Maybe Text) Source #

For a numeric field, the minimum value in the field.

statistics_countDistinctLong :: Lens' Statistics (Maybe Integer) Source #

The number of distinct values in the field. CountDistinctLong is used instead of CountDistinct if the value is greater than 2,147,483,647.

statistics_countDistinct :: Lens' Statistics (Maybe Int) Source #

The number of distinct values in the field. If the response value is -1, refer to CountDistinctLong.