Trait

ai.deepsense.deeplang.params.wrappers.spark

ForwardSparkParamWrapper

Related Doc: package spark

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trait ForwardSparkParamWrapper[P <: org.apache.spark.ml.param.Params, T] extends Param[T] with SparkParamWrapper[P, T, T]

Linear Supertypes
SparkParamWrapper[P, T, T], Param[T], AnyRef, Any
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  1. ForwardSparkParamWrapper
  2. SparkParamWrapper
  3. Param
  4. AnyRef
  5. Any
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Abstract Value Members

  1. abstract val description: Option[String]

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    Definition Classes
    Param
  2. abstract val name: String

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    Definition Classes
    Param
  3. abstract val parameterType: ParameterType

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    Definition Classes
    Param
  4. abstract def replicate(name: String): Param[T]

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    Used to extract public parameters in custom transformer.

    Used to extract public parameters in custom transformer.

    name

    name of replicated parameter

    returns

    replicated parameter

    Definition Classes
    Param
  5. abstract val sparkParamGetter: (P) ⇒ org.apache.spark.ml.param.Param[T]

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    This function should extract wrapped parameter from Spark params of type P.

    This function should extract wrapped parameter from Spark params of type P.

    Definition Classes
    SparkParamWrapper
  6. abstract def valueFromJson(jsValue: JsValue, graphReader: GraphReader): T

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    Definition Classes
    Param
  7. abstract def valueToJson(value: T): JsValue

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    Definition Classes
    Param

Concrete 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 canEqual(other: Any): Boolean

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    Definition Classes
    Param
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def constraints: String

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    Definition Classes
    Param
  9. def convert(value: T)(schema: StructType): T

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    Convert deeplang parameter value to wrapped Spark parameter value.

    Convert deeplang parameter value to wrapped Spark parameter value.

    value

    deeplang parameter value

    schema

    DataFrame schema, used in column selectors to extract column names

    returns

    Spark parameter value

    Definition Classes
    ForwardSparkParamWrapperSparkParamWrapper
  10. def convertAny(value: Any)(schema: StructType): T

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    Definition Classes
    SparkParamWrapper
  11. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
    Param → AnyRef → Any
  13. def extraJsFields: Map[String, JsValue]

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    Subclasses should overwrite this method if they want to add custom fields to json description.

    Subclasses should overwrite this method if they want to add custom fields to json description.

    Attributes
    protected
    Definition Classes
    Param
  14. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  15. final def getClass(): Class[_]

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

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    Definition Classes
    Param → AnyRef → Any
  17. val isGriddable: Boolean

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    Definition Classes
    Param
  18. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    AnyRef
  20. def nestedWrappers: Seq[SparkParamWrapper[_, _, _]]

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    returns

    Wrappers for nested parameters

    Definition Classes
    SparkParamWrapper
  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 serializeDefault(default: T): JsValue

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    Describes default serialization of default values.

    Describes default serialization of default values.

    default

    Default value of parameter

    Attributes
    protected
    Definition Classes
    Param
  24. def sparkParam(sparkEntity: org.apache.spark.ml.param.Params): org.apache.spark.ml.param.Param[T]

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    This method extracts wrapped Spark parameter from Params, using a function defined as sparkParamGetter.

    This method extracts wrapped Spark parameter from Params, using a function defined as sparkParamGetter. The method is used in ParamsWithSparkWrappers to get parameter values.

    sparkEntity

    Spark params

    returns

    Wrapped Spark parameter

    Definition Classes
    SparkParamWrapper
  25. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  26. final def toJson(maybeDefault: Option[Any]): JsObject

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    Describes json representation of this parameter.

    Describes json representation of this parameter.

    maybeDefault

    Optional default value of parameter. Should be of type Option[T], but we need to receive Any because Params have to use this method without knowing T.

    Definition Classes
    Param
  27. def toString(): String

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    Definition Classes
    Param → AnyRef → Any
  28. def validate(value: T): Vector[DeepLangException]

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    Definition Classes
    Param
  29. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from SparkParamWrapper[P, T, T]

Inherited from Param[T]

Inherited from AnyRef

Inherited from Any

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