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org.isarnproject.sketchesAlgebirdAPI

AlgebirdFactory

Related Doc: package sketchesAlgebirdAPI

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object AlgebirdFactory

Factory functions for generating Algebird objects based on TDigest

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  16. def tDigestAggregator[N](delta: Double = TDigest.deltaDefault, maxDiscrete: Int = 0)(implicit num: Numeric[N]): MonoidAggregator[N, TDigest, TDigest]

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    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

    maxDiscrete

    The TDigest maxDiscrete parameter

    returns

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

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

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    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 parameter values

  18. def tDigestMonoid(delta: Double = TDigest.deltaDefault, maxDiscrete: Int = 0): Monoid[TDigest]

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    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

    maxDiscrete

    The TDigest maxDiscrete parameter

    returns

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

  19. def tDigestMonoid: Monoid[TDigest]

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    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 parameters

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