Amazonka.Forecast.Types.Statistics

Documentation

data Statistics

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

See: newStatistics smart constructor.

Constructors

Statistics'

Fields

• avg :: Maybe Double

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

• count :: Maybe Int

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

• countDistinct :: Maybe Int

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

• 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.

• 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.

• 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.

• countNull :: Maybe Int

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

• 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.

• max :: Maybe Text

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

• min :: Maybe Text

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

• stddev :: Maybe Double

  For a numeric field, the standard deviation.

Instances

FromJSON Statistics

Defined in Amazonka.Forecast.Types.Statistics

Methods

parseJSON :: Value -> Parser Statistics

parseJSONList :: Value -> Parser [Statistics]

Generic Statistics

Defined in Amazonka.Forecast.Types.Statistics

Associated Types

type Rep Statistics :: Type -> Type

Methods

from :: Statistics -> Rep Statistics x

to :: Rep Statistics x -> Statistics

Read Statistics

Defined in Amazonka.Forecast.Types.Statistics

Methods

readsPrec :: Int -> ReadS Statistics

readList :: ReadS [Statistics]

readPrec :: ReadPrec Statistics

readListPrec :: ReadPrec [Statistics]

Show Statistics

Defined in Amazonka.Forecast.Types.Statistics

Methods

showsPrec :: Int -> Statistics -> ShowS

show :: Statistics -> String

showList :: [Statistics] -> ShowS

NFData Statistics

Defined in Amazonka.Forecast.Types.Statistics

Methods

rnf :: Statistics -> ()

Eq Statistics

Defined in Amazonka.Forecast.Types.Statistics

Methods

(==) :: Statistics -> Statistics -> Bool

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

Hashable Statistics

Defined in Amazonka.Forecast.Types.Statistics

Methods

hashWithSalt :: Int -> Statistics -> Int

hash :: Statistics -> Int

type Rep Statistics

Defined in Amazonka.Forecast.Types.Statistics

type Rep Statistics = D1 ('MetaData "Statistics" "Amazonka.Forecast.Types.Statistics" "amazonka-forecast-2.0-HHvJwvxGrDPBJtUcnmLBqf" 'False) (C1 ('MetaCons "Statistics'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "avg") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)) :*: (S1 ('MetaSel ('Just "count") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Int)) :*: S1 ('MetaSel ('Just "countDistinct") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Int)))) :*: (S1 ('MetaSel ('Just "countDistinctLong") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Integer)) :*: (S1 ('MetaSel ('Just "countLong") '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 "countNull") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Int)) :*: S1 ('MetaSel ('Just "countNullLong") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Integer)))) :*: (S1 ('MetaSel ('Just "max") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "min") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "stddev") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)))))))

newStatistics :: Statistics

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

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

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

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

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

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

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

statistics_avg :: Lens' Statistics (Maybe Double)

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

statistics_count :: Lens' Statistics (Maybe Int)

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

statistics_countDistinct :: Lens' Statistics (Maybe Int)

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

statistics_countDistinctLong :: Lens' Statistics (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.

statistics_countLong :: Lens' Statistics (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.

statistics_countNan :: Lens' Statistics (Maybe Int)

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)

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_countNull :: Lens' Statistics (Maybe Int)

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

statistics_countNullLong :: Lens' Statistics (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.

statistics_max :: Lens' Statistics (Maybe Text)

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

statistics_min :: Lens' Statistics (Maybe Text)

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

statistics_stddev :: Lens' Statistics (Maybe Double)

For a numeric field, the standard deviation.