Class/Object

org.apache.spark.ml.odkl

JacksonParam

Related Docs: object JacksonParam | package odkl

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class JacksonParam[T] extends Param[T] with Logging

ml.odkl is an extension to Spark ML package with intention to 1. Provide a modular structure with shared and tested common code 2. Add ability to create train-only transformation (for better prediction performance) 3. Unify extra information generation by the model fitters 4. Support combined models with option for parallel training.

This particular file contains utility for serializing complex parameters using jackson (handles few types automatically which can not be handled by json4s)

Linear Supertypes
Logging, Param[T], Serializable, Serializable, AnyRef, Any
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Inherited
  1. JacksonParam
  2. Logging
  3. Param
  4. Serializable
  5. Serializable
  6. AnyRef
  7. Any
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Visibility
  1. Public
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Instance Constructors

  1. new JacksonParam(parent: Identifiable, name: String, doc: String)(implicit ct: ClassTag[T])

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  2. new JacksonParam(parent: String, name: String, doc: String)(implicit ct: ClassTag[T])

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  3. new JacksonParam(parent: Identifiable, name: String, doc: String, isValid: (T) ⇒ Boolean)(implicit ct: ClassTag[T])

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  4. new JacksonParam(parent: String, name: String, doc: String, isValid: (T) ⇒ Boolean, default: Option[T])(implicit ct: ClassTag[T])

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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. def ->(value: T): ParamPair[T]

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    Definition Classes
    Param

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def clone(): AnyRef

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

  7. val doc: String

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    Definition Classes
    Param

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

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    Definition Classes
    AnyRef

  9. final def equals(obj: Any): Boolean

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    Definition Classes
    Param → AnyRef → Any

  10. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  12. final def hashCode(): Int

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    Definition Classes
    Param → AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  14. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  15. val isValid: (T) ⇒ Boolean

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    Definition Classes
    Param

  16. def jsonDecode(json: String): T

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    Definition Classes
    JacksonParam → Param

  17. def jsonEncode(value: T): String

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    Definition Classes
    JacksonParam → Param

  18. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  19. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  20. def logDebug(msg: ⇒ String): Unit

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    protected
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    Logging

  21. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    protected
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    Logging

  22. def logError(msg: ⇒ String): Unit

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    protected
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    Logging

  23. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    protected
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    Logging

  24. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging

  25. def logName: String

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    protected
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    Logging

  26. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    protected
    Definition Classes
    Logging

  27. def logTrace(msg: ⇒ String): Unit

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    protected
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    Logging

  28. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    protected
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    Logging

  29. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  30. val name: String

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    Definition Classes
    Param

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

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    Definition Classes
    AnyRef

  32. final def notify(): Unit

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    Definition Classes
    AnyRef

  33. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  34. val parent: String

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    Definition Classes
    Param

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

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    Definition Classes
    AnyRef

  36. final def toString(): String

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    Definition Classes
    Param → AnyRef → Any

  37. def w(value: T): ParamPair[T]

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    Definition Classes
    Param

  38. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Logging

Inherited from Param[T]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped