Trait

com.salesforce.op.stages.impl.feature

VectorizerDefaults

Related Doc: package feature

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trait VectorizerDefaults extends OpPipelineStageBase

Self Type
VectorizerDefaults with PipelineStage
Linear Supertypes
OpPipelineStageBase, MLWritable, OpPipelineStageParams, InputParams, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
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Inherited
  1. VectorizerDefaults
  2. OpPipelineStageBase
  3. MLWritable
  4. OpPipelineStageParams
  5. InputParams
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
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Type Members

  1. abstract type InputFeatures

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    Definition Classes
    InputParams
  2. abstract type OutputFeatures

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    Definition Classes
    OpPipelineStageBase

Abstract Value Members

  1. abstract def checkInputLength(features: Array[_]): Boolean

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    Attributes
    protected
    Definition Classes
    InputParams
  2. abstract def getOutput(): (VectorizerDefaults.this)#OutputFeatures

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    Definition Classes
    OpPipelineStageBase
  3. implicit abstract def inputAsArray(in: (VectorizerDefaults.this)#InputFeatures): Array[OPFeature]

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    Attributes
    protected
    Definition Classes
    InputParams
  4. abstract def operationName: String

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    Definition Classes
    OpPipelineStageBase
  5. implicit abstract def outputAsArray(out: (VectorizerDefaults.this)#OutputFeatures): Array[OPFeature]

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    Attributes
    protected
    Definition Classes
    OpPipelineStageBase
  6. abstract val uid: String

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    Definition Classes
    Identifiable

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. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  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. implicit def booleanToDouble(v: Boolean): Double

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  7. def checkSerializable: Try[Unit]

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    Definition Classes
    OpPipelineStageBase
  8. final def clear(param: Param[_]): VectorizerDefaults.this

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    Definition Classes
    Params
  9. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. final def copy(extra: ParamMap): VectorizerDefaults.this

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    Definition Classes
    OpPipelineStageBase → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  12. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  13. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
    AnyRef → Any
  15. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  16. def explainParams(): String

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    Definition Classes
    Params
  17. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  18. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  19. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  20. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  21. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  22. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  23. final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

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    Definition Classes
    InputParams
  24. final def getInputFeatures(): Array[OPFeature]

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    Definition Classes
    InputParams
  25. final def getInputSchema(): StructType

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    Definition Classes
    OpPipelineStageParams
  26. final def getMetadata(): Metadata

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    Definition Classes
    OpPipelineStageParams
  27. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  28. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  29. final def getTransientFeature(i: Int): Option[TransientFeature]

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    Definition Classes
    InputParams
  30. final def getTransientFeatures(): Array[TransientFeature]

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    Definition Classes
    InputParams
  31. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  32. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  33. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  34. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  35. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  36. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  37. final def ne(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    AnyRef
  40. def onGetMetadata(): Unit

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    Attributes
    protected
    Definition Classes
    OpPipelineStageParams
  41. def onSetInput(): Unit

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    Definition Classes
    VectorizerDefaults → OpPipelineStageBase
  42. def outputVectorMeta: OpVectorMetadata

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    Get the metadata describing the output vector

    Get the metadata describing the output vector

    This does not trigger onGetMetadata()

    returns

    Metadata of output vector

    Attributes
    protected
  43. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  44. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  45. final def set(paramPair: ParamPair[_]): VectorizerDefaults.this

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    Attributes
    protected
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    Params
  46. final def set(param: String, value: Any): VectorizerDefaults.this

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    Attributes
    protected
    Definition Classes
    Params
  47. final def set[T](param: Param[T], value: T): VectorizerDefaults.this

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    Definition Classes
    Params
  48. final def setDefault(paramPairs: ParamPair[_]*): VectorizerDefaults.this

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    Attributes
    protected
    Definition Classes
    Params
  49. final def setDefault[T](param: Param[T], value: T): VectorizerDefaults.this

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    Attributes
    protected
    Definition Classes
    Params
  50. final def setInput(features: (VectorizerDefaults.this)#InputFeatures): VectorizerDefaults.this

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    Definition Classes
    OpPipelineStageBase
  51. final def setInputFeatures[S <: OPFeature](features: Array[S]): VectorizerDefaults.this

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    Attributes
    protected
    Definition Classes
    InputParams
  52. final def setMetadata(m: Metadata): VectorizerDefaults.this

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    Definition Classes
    OpPipelineStageParams
  53. final def stageName: String

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    Definition Classes
    OpPipelineStageBase
  54. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  55. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  56. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    OpPipelineStageBase
  57. def vectorMetadataFromInputFeatures: OpVectorMetadata

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    Compute the output vector metadata only from the input features.

    Compute the output vector metadata only from the input features. Vectorizers use this to derive the full vector, including pivot columns or indicator features.

    returns

    Vector metadata from input features

    Attributes
    protected
  58. def vectorMetadataWithNullIndicators: OpVectorMetadata

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    Attributes
    protected
  59. def vectorOutputName: String

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    Get the name of the output vector

    Get the name of the output vector

    returns

    Output vector name as a string

    Attributes
    protected
  60. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  63. final def write: MLWriter

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    Definition Classes
    OpPipelineStageBase → MLWritable

Inherited from OpPipelineStageBase

Inherited from MLWritable

Inherited from OpPipelineStageParams

Inherited from InputParams

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped