io.prediction.controller

LServing

abstract class LServing[Q, P] extends BaseServing[Q, P]

Base class of serving.

Q

Input query class.

P

Output prediction class.

Linear Supertypes
BaseServing[Q, P], AbstractDoer, Serializable, Serializable, AnyRef, Any
Known Subclasses
LAverageServing, LFirstServing, LJavaServing
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Inherited
  1. LServing
  2. BaseServing
  3. AbstractDoer
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  5. Serializable
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Instance Constructors

  1. new LServing()

Abstract Value Members

  1. abstract def serve(query: Q, predictions: Seq[P]): P

    Implement this method to combine multiple algorithms' predictions to produce a single final prediction.

    Implement this method to combine multiple algorithms' predictions to produce a single final prediction. The query is the original query sent to the engine, not the supplemented produced by LServing.supplement.

    query

    Original input query.

    predictions

    A list of algorithms' predictions.

Concrete Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

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

    Definition Classes
    AnyRef → Any

  12. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  15. final def notify(): Unit

    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  17. def serveBase(q: Q, ps: Seq[P]): P

    :: DeveloperApi :: Engine developers should not use this directly.

    :: DeveloperApi :: Engine developers should not use this directly. This is called by serving layer to combine multiple predicted results from multiple algorithms, and custom business logic before serving to the end user.

    q

    Query

    ps

    List of predicted results

    returns

    A single predicted result

    Definition Classes
    LServing → BaseServing

  18. def supplement(q: Q): Q

    :: Experimental :: Implement this method to supplement the query before sending it to algorithms.

    :: Experimental :: Implement this method to supplement the query before sending it to algorithms.

    q

    Query

    returns

    A supplemented Query

    Annotations
    @Experimental()

  19. def supplementBase(q: Q): Q

    :: Experimental :: Engine developers should not use this directly.

    :: Experimental :: Engine developers should not use this directly. This is called by serving layer to supplement process the query before sending it to algorithms.

    q

    Query

    returns

    A supplement Query

    Definition Classes
    LServing → BaseServing

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

    Definition Classes
    AnyRef

  21. def toString(): String

    Definition Classes
    AnyRef → Any

  22. final def wait(): Unit

    Definition Classes
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    @throws( ... )

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

    Definition Classes
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    @throws( ... )

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

    Definition Classes
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    @throws( ... )

Inherited from BaseServing[Q, P]

Inherited from AbstractDoer

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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