org.isarnproject.sketchesAlgebirdAPI

AlgebirdFactory

object AlgebirdFactory

Factory functions for generating Algebird objects based on TDigest

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  18. def tDigestAggregator[N](delta: Double)(implicit num: Numeric[N]): MonoidAggregator[N, TDigest, TDigest]

    Obtain an Aggregator for sketching data of a given numeric type, using a TDigest sketch

    Obtain an Aggregator for sketching data of a given numeric type, using a TDigest sketch

    N

    the numeric type to be aggregated

    delta

    the TDigest sketch resolution parameter

    returns

    An Aggregator that sketches data of type N using TDigest, with the given sketch resolution parameter delta

  19. def tDigestAggregator[N](implicit num: Numeric[N]): MonoidAggregator[N, TDigest, TDigest]

    Obtain an Aggregator for sketching data of a given numeric type, using a TDigest sketch

    Obtain an Aggregator for sketching data of a given numeric type, using a TDigest sketch

    N

    the numeric type to be aggregated

    returns

    An Aggregator that sketches data of type N using TDigest, with default sketch resolution parameter delta

  20. def tDigestMonoid(delta: Double): Monoid[TDigest]

    Obtain a new Monoid type-class object based on TDigest

    Obtain a new Monoid type-class object based on TDigest

    delta

    The TDigest sketch resolution parameter

    returns

    A new Monoid with respect to a TDigest with the given delta

  21. def tDigestMonoid: Monoid[TDigest]

    Obtain a new Monoid type-class object based on TDigest

    Obtain a new Monoid type-class object based on TDigest

    returns

    A new Monoid with respect to a TDigest with default sketch resolution

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