org.apache.spark.ml.odkl

JacksonParam

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)

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Logging, Param[T], Serializable, Serializable, AnyRef, Any
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  1. JacksonParam
  2. Logging
  3. Param
  4. Serializable
  5. Serializable
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Instance Constructors

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

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

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

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

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

    Definition Classes
    Param

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  8. def clone(): AnyRef

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

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Param → AnyRef → Any

  11. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  13. final def hashCode(): Int

    Definition Classes
    Param → AnyRef → Any

  14. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  15. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  16. def jsonDecode(json: String): T

    Definition Classes
    JacksonParam → Param

  17. def jsonEncode(value: T): String

    Definition Classes
    JacksonParam → Param

  18. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  25. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Definition Classes
    AnyRef

  31. final def notify(): Unit

    Definition Classes
    AnyRef

  32. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  34. final def toString(): String

    Definition Classes
    Param → AnyRef → Any

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

    Definition Classes
    Param

  36. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Logging

Inherited from Param[T]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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