Class

com.spotify.featran.transformers

Transformer

Related Doc: package transformers

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abstract class Transformer[-A, B, C] extends Serializable

Base class for feature transformers.

Input values are converted into intermediate type B, aggregated, and converted to summary type C. The summary type C is then used to transform input values into features.

A

input type

B

aggregator intermediate type

C

aggregator summary type

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Instance Constructors

  1. new Transformer(name: String)

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    name

    feature name

Abstract Value Members

  1. abstract val aggregator: Aggregator[A, B, C]

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    Aggregator for computing input values into a summary.

  2. abstract def buildFeatures(a: Option[A], c: C, fb: FeatureBuilder[_]): Unit

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    Build features from a single input value and an aggregator summary.

    Build features from a single input value and an aggregator summary.

    a

    input value

    c

    aggregator summary

    fb

    feature builder

  3. abstract def decodeAggregator(s: Option[String]): Option[C]

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    Decode aggregator summary from a previous extraction.

  4. abstract def encodeAggregator(c: Option[C]): Option[String]

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    Encode aggregator summary of the current extraction.

  5. abstract def featureDimension(c: C): Int

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    Number of generated features given an aggregator summary.

  6. abstract def featureNames(c: C): Seq[String]

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    Names of the generated features given an aggregator summary.

Concrete Value Members

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

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  2. final def ##(): Int

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

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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    protected[java.lang]
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    @throws( ... )
  6. final def eq(arg0: AnyRef): Boolean

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  7. def equals(arg0: Any): Boolean

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  8. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  9. final def getClass(): Class[_]

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  10. def hashCode(): Int

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  11. final def isInstanceOf[T0]: Boolean

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  12. val name: String

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    feature name

  13. def nameAt(n: Int): String

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    Attributes
    protected
  14. def names(n: Int): Iterator[String]

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    Attributes
    protected
  15. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
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  16. final def notify(): Unit

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  17. final def notifyAll(): Unit

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  18. def optBuildFeatures(a: Option[A], c: Option[C], fb: FeatureBuilder[_]): Unit

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  19. def optFeatureDimension(c: Option[C]): Int

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  20. def optFeatureNames(c: Option[C]): Seq[String]

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  21. def params: Map[String, String]

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    Compile time parameters.

  22. def settings(c: Option[C]): Settings

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    Settings including compile time parameters and runtime aggregator summary.

    Settings including compile time parameters and runtime aggregator summary.

    c

    aggregator summary

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

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  24. def toString(): String

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  25. final def wait(): Unit

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    @throws( ... )
  26. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  27. final def wait(arg0: Long): Unit

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Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

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