Package

org.apache.spark.ml

param

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package param

Visibility
  1. Public
  2. All

Type Members

  1. class ArrayMapParam extends Param[Array[Map[String, Any]]]

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    Param for Array of stage parameter maps.

  2. class ArrayParam extends Param[Array[_]]

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    :: DeveloperApi :: Specialized generic version of Param[Array[_]] for Java.

    :: DeveloperApi :: Specialized generic version of Param[Array[_]] for Java.

    Annotations
    @DeveloperApi()
  3. class ByteArrayParam extends ComplexParam[Array[Byte]]

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    Param for ByteArray.

    Param for ByteArray. Needed as spark has explicit params for many different types but not ByteArray.

  4. abstract class ComplexParam[T] extends Param[T]

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  5. class DFSerializer extends Serializer[DataFrame]

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  6. class DataTypeParam extends ComplexParam[DataType]

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    Param for DataType

  7. class EstimatorArrayParam extends ComplexParam[Array[Estimator[_]]]

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    Param for Array of Models.

  8. class EstimatorParam extends ComplexParam[Estimator[_ <: Model[_]]]

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    Param for Estimator.

    Param for Estimator. Needed as spark has explicit params for many different types but not Estimator.

  9. class JsonEncodableParam[T] extends Param[T]

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  10. class MapArrayParam extends Param[Map[String, Seq[String]]]

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    Param for Map of String to Seq of String.

  11. class MapParam[K, V] extends Param[Map[K, V]] with CollectionFormats

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    Param for Map of String to Seq of String.

  12. class ObjectSerializer[O] extends Serializer[O]

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  13. abstract class ParamSpace extends AnyRef

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    Represents the parameter values.

  14. class ParamSpaceParam extends ComplexParam[ParamSpace]

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    Param for ParamSpace.

    Param for ParamSpace. Needed as spark has explicit params for many different types but not ParamSpace.

  15. class PipeilineOptionSerializer extends Serializer[Option[PipelineStage]]

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  16. class PipelineArraySerializer extends Serializer[Array[PipelineStage]]

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  17. class PipelineSerializer extends Serializer[PipelineStage]

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  18. class PipelineStageParam extends ComplexParam[PipelineStage]

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    Param for Transformer.

    Param for Transformer. Needed as spark has explicit params for many different types but not Transformer.

  19. abstract class Serializer[O] extends AnyRef

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  20. class ServiceParam[T] extends JsonEncodableParam[ServiceParamData[T]]

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  21. case class ServiceParamData[T](data: Option[Either[T, String]], default: Option[T]) extends Product with Serializable

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  22. class TransformerArrayParam extends ComplexParam[Array[Transformer]]

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    Param for Array of Models.

  23. class TransformerParam extends ComplexParam[Transformer]

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    Param for Transformer.

    Param for Transformer. Needed as spark has explicit params for many different types but not Transformer.

  24. class UDFParam extends ComplexParam[UserDefinedFunction]

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    Param for UserDefinedFunction.

    Param for UserDefinedFunction. Needed as spark has explicit params for many different types but not UserDefinedFunction.

  25. class UDPyFParam extends ComplexParam[UserDefinedPythonFunction]

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    Param for UserDefinedPythonFunction.

    Param for UserDefinedPythonFunction. Needed as spark has explicit params for many different types but not UserDefinedPythonFunction.

Value Members

  1. object ArrayMapJsonProtocol extends DefaultJsonProtocol

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  2. object MapArrayJsonProtocol extends DefaultJsonProtocol

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  3. object Serializer

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  4. object ServiceParamJsonProtocol extends DefaultJsonProtocol

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