Class

org.apache.spark.ml.odkl

SeriallizableAvlTreeDigest

Related Doc: package odkl

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class SeriallizableAvlTreeDigest extends Serializer[SeriallizableAvlTreeDigest] with Serializable

Serializable wrapper over the TDigest

Annotations
@DefaultSerializer()
Linear Supertypes
Serializable, Serializable, Serializer[SeriallizableAvlTreeDigest], AnyRef, Any
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Inherited
  1. SeriallizableAvlTreeDigest
  2. Serializable
  3. Serializable
  4. Serializer
  5. AnyRef
  6. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SeriallizableAvlTreeDigest(dig: AVLTreeDigest)

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  2. new SeriallizableAvlTreeDigest()

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  3. new SeriallizableAvlTreeDigest(initialCompression: Double = 100)

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    initialCompression

    How should accuracy be traded for size? A value of N here will give quantile errors almost always less than 3/N with considerably smaller errors expected for extreme quantiles. Conversely, you should expect to track about 5 N centroids for this accuracy.

Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  4. def add(x: SeriallizableAvlTreeDigest): Unit

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  5. def add(x: Double): Unit

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  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def copy(arg0: Kryo, arg1: SeriallizableAvlTreeDigest): SeriallizableAvlTreeDigest

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    Definition Classes
    Serializer
  9. var digest: AVLTreeDigest

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  10. def effectiveCompression: Double

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

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    Definition Classes
    AnyRef
  12. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  13. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  14. def getAcceptsNull(): Boolean

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    Definition Classes
    Serializer
  15. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  16. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  17. val initialCompression: Double

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    How should accuracy be traded for size? A value of N here will give quantile errors almost always less than 3/N with considerably smaller errors expected for extreme quantiles.

    How should accuracy be traded for size? A value of N here will give quantile errors almost always less than 3/N with considerably smaller errors expected for extreme quantiles. Conversely, you should expect to track about 5 N centroids for this accuracy.

  18. def isImmutable(): Boolean

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    Definition Classes
    Serializer
  19. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  20. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  21. final def notify(): Unit

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    Definition Classes
    AnyRef
  22. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  23. def percentile(p: Double): Double

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  24. def read(kryo: Kryo, input: Input, type: Class[SeriallizableAvlTreeDigest]): SeriallizableAvlTreeDigest

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    Definition Classes
    SeriallizableAvlTreeDigest → Serializer
  25. def setAcceptsNull(arg0: Boolean): Unit

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    Definition Classes
    Serializer
  26. def setGenerics(arg0: Kryo, arg1: Array[Class[_]]): Unit

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    Definition Classes
    Serializer
  27. def setImmutable(arg0: Boolean): Unit

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    Definition Classes
    Serializer
  28. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  29. def toString(): String

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    Definition Classes
    AnyRef → Any
  30. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  31. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  32. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  33. def write(kryo: Kryo, output: Output, obj: SeriallizableAvlTreeDigest): Unit

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    Definition Classes
    SeriallizableAvlTreeDigest → Serializer
  34. def writeToOutputStream(out: OutputStream): Unit

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Inherited from Serializable

Inherited from Serializable

Inherited from Serializer[SeriallizableAvlTreeDigest]

Inherited from AnyRef

Inherited from Any

Ungrouped