software.uncharted.salt.core.generation

Series

class Series[RT, DC, TC, BC, T, U, V, W, X] extends Serializable

Represents a ValueExtractor -> Projection -> binAggregator -> tileAggregator ValueExtractor --------^ Multiple series are meant to be tiled by a TileGenerator simultaneously

Also used to extract its own SeriesData from a Tile

RT

the source data record type (the source data is an RDD[RT])

DC

the abstract type representing a data-space coordinate

TC

the abstract type representing a tile coordinate. Must feature a zero-arg constructor.

BC

the abstract type representing a bin coordinate. Must feature a zero-arg constructor and should be something that can be represented in 1 dimension.

T

Input data type for bin aggregators

U

Intermediate data type for bin aggregators

V

Output data type for bin aggregators, and input for tile aggregator

W

Intermediate data type for tile aggregators

X

Output data type for tile aggregators

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Instance Constructors

  1. new Series(maxBin: BC, cExtractor: (RT) ⇒ Option[DC], projection: Projection[DC, TC, BC], vExtractor: Option[(RT) ⇒ Option[T]] = scala.None, binAggregator: Aggregator[T, U, V], tileAggregator: Option[Aggregator[V, W, X]] = scala.None, spreadingFunction: Option[SpreadingFunction[TC, BC, T]] = scala.None)

    maxBin

    The maximum possible bin index (i.e. if your tile is 256x256, this would be (255,255))

    cExtractor

    a mechanism for grabbing the data-space coordinates from a source record

    projection

    the projection from data to some space (i.e. 2D or 1D)

    vExtractor

    a mechanism for grabbing or synthesizing the "value" column from a source record (optional)

    binAggregator

    the desired bin analytic strategy

    tileAggregator

    the desired tile analytic strategy (optional)

    spreadingFunction

    the desired value spreading function (optional)

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
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  2. final def !=(arg0: Any): Boolean

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  3. final def ##(): Int

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  4. final def ==(arg0: AnyRef): Boolean

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  5. final def ==(arg0: Any): Boolean

    Definition Classes
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  6. def apply(tile: Tile[TC]): SeriesData[TC, V, X]

  7. final def asInstanceOf[T0]: T0

    Definition Classes
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  8. val binAggregator: Aggregator[T, U, V]

    the desired bin analytic strategy

  9. val cExtractor: (RT) ⇒ Option[DC]

    a mechanism for grabbing the data-space coordinates from a source record

  10. def clone(): AnyRef

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    @throws( ... )
  11. final def eq(arg0: AnyRef): Boolean

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  12. def equals(arg0: Any): Boolean

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  13. def finalize(): Unit

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  14. final def getClass(): Class[_]

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  15. def hashCode(): Int

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  16. final def isInstanceOf[T0]: Boolean

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  17. val maxBin: BC

    The maximum possible bin index (i.

    The maximum possible bin index (i.e. if your tile is 256x256, this would be (255,255))

  18. final def ne(arg0: AnyRef): Boolean

    Definition Classes
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  19. final def notify(): Unit

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  20. final def notifyAll(): Unit

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  21. val projection: Projection[DC, TC, BC]

    the projection from data to some space (i.

    the projection from data to some space (i.e. 2D or 1D)

  22. val spreadingFunction: Option[SpreadingFunction[TC, BC, T]]

    the desired value spreading function (optional)

  23. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
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  24. val tileAggregator: Option[Aggregator[V, W, X]]

    the desired tile analytic strategy (optional)

  25. def toString(): String

    Definition Classes
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  26. val vExtractor: Option[(RT) ⇒ Option[T]]

    a mechanism for grabbing or synthesizing the "value" column from a source record (optional)

  27. final def wait(): Unit

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  28. final def wait(arg0: Long, arg1: Int): Unit

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  29. final def wait(arg0: Long): Unit

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