Class

com.salesforce.op.stages.impl.feature

TextMapPivotVectorizerModel

Related Doc: package feature

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final class TextMapPivotVectorizerModel[T <: OPMap[String]] extends SequenceModel[T, OPVector] with VectorizerDefaults with TextMapPivotVectorizerModelFun[T]

Linear Supertypes
TextMapPivotVectorizerModelFun[T], CleanTextMapFun, CleanTextFun, VectorizerDefaults, SequenceModel[T, OPVector], OpTransformerN[T, OPVector], OpTransformer, OpPipelineStageN[T, OPVector], HasInN, OpPipelineStage[OPVector], OpPipelineStageBase, MLWritable, OpPipelineStageParams, InputParams, Model[SequenceModel[T, OPVector]], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. TextMapPivotVectorizerModel
  2. TextMapPivotVectorizerModelFun
  3. CleanTextMapFun
  4. CleanTextFun
  5. VectorizerDefaults
  6. SequenceModel
  7. OpTransformerN
  8. OpTransformer
  9. OpPipelineStageN
  10. HasInN
  11. OpPipelineStage
  12. OpPipelineStageBase
  13. MLWritable
  14. OpPipelineStageParams
  15. InputParams
  16. Model
  17. Transformer
  18. PipelineStage
  19. Logging
  20. Params
  21. Serializable
  22. Serializable
  23. Identifiable
  24. AnyRef
  25. Any
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Visibility
  1. Public
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Type Members

  1. final type InputFeatures = Array[FeatureLike[T]]

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    Definition Classes
    OpPipelineStageN → OpPipelineStage → InputParams

  2. type KeyValue = (String) ⇒ Any

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    Definition Classes
    OpTransformer

  3. final type OutputFeatures = FeatureLike[OPVector]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

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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    Definition Classes
    VectorizerDefaults

  7. final def checkInputLength(features: Array[_]): Boolean

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    Definition Classes
    OpPipelineStageN → InputParams

  8. final def checkSerializable: Try[Unit]

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    Definition Classes
    OpTransformerN → OpPipelineStageBase

  9. def cleanMap[V](m: Map[String, V], shouldCleanKey: Boolean, shouldCleanValue: Boolean): Map[String, V]

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    Definition Classes
    CleanTextMapFun

  10. def cleanTextFn(s: String, shouldClean: Boolean): String

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    Definition Classes
    CleanTextFun

  11. final def clear(param: Param[_]): TextMapPivotVectorizerModel.this.type

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    Definition Classes
    Params

  12. def clone(): AnyRef

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

  13. final def copy(extra: ParamMap): TextMapPivotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStageBase → Params

  14. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  15. final def defaultCopy[T <: Params](extra: ParamMap): T

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    protected
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    Params

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

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    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  18. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  19. def explainParams(): String

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    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  21. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  22. def finalize(): Unit

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

  23. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  25. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  26. final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

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    Definition Classes
    InputParams

  27. final def getInputFeatures(): Array[OPFeature]

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    Definition Classes
    InputParams

  28. final def getInputSchema(): StructType

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    Definition Classes
    OpPipelineStageParams

  29. final def getMetadata(): Metadata

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    Definition Classes
    OpPipelineStageParams

  30. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  31. def getOutput(): FeatureLike[OPVector]

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    Definition Classes
    OpPipelineStageN → OpPipelineStageBase

  32. final def getOutputFeatureName: String

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    Definition Classes
    OpPipelineStage

  33. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  34. final def getTransientFeature(i: Int): Option[TransientFeature]

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    Definition Classes
    InputParams

  35. final def getTransientFeatures(): Array[TransientFeature]

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    Definition Classes
    InputParams

  36. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  37. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  38. def hasParent: Boolean

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    Definition Classes
    Model

  39. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  40. final def inN: Array[TransientFeature]

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    Attributes
    protected
    Definition Classes
    HasInN

  41. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  42. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  43. final def inputAsArray(in: InputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStageN → InputParams

  44. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  45. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  46. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  47. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  48. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    protected
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    Logging

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

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    protected
    Definition Classes
    Logging

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

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    protected
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    Logging

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

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    protected
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    Logging

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

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    protected
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    Logging

  55. def logName: String

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    protected
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    Logging

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

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    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    protected
    Definition Classes
    Logging

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

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    protected
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    Logging

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

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    Definition Classes
    AnyRef

  61. final def notify(): Unit

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    Definition Classes
    AnyRef

  62. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  63. def onGetMetadata(): Unit

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    Attributes
    protected
    Definition Classes
    OpPipelineStageParams

  64. def onSetInput(): Unit

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    Definition Classes
    VectorizerDefaults → OpPipelineStageBase

  65. val operationName: String

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    Definition Classes
    SequenceModel → OpPipelineStageBase

  66. final def outputAsArray(out: OutputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

  67. def outputFeatureUid: String

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    Attributes
    protected[com.salesforce.op]
    Definition Classes
    OpPipelineStageN → OpPipelineStage

  68. def outputIsResponse: Boolean

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    Definition Classes
    OpPipelineStage

  69. 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
    Definition Classes
    VectorizerDefaults

  70. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  71. var parent: Estimator[SequenceModel[T, OPVector]]

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    Definition Classes
    Model

  72. def pivotFn(topValues: Seq[Seq[(String, Array[String])]], shouldCleanKeys: Boolean, shouldCleanValues: Boolean, shouldTrackNulls: Boolean): (Seq[T]) ⇒ OPVector

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    Attributes
    protected
    Definition Classes
    TextMapPivotVectorizerModelFun

  73. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  74. final def set(paramPair: ParamPair[_]): TextMapPivotVectorizerModel.this.type

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    Params

  75. final def set(param: String, value: Any): TextMapPivotVectorizerModel.this.type

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    protected
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    Params

  76. final def set[T](param: Param[T], value: T): TextMapPivotVectorizerModel.this.type

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    Definition Classes
    Params

  77. final def setDefault(paramPairs: ParamPair[_]*): TextMapPivotVectorizerModel.this.type

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    Attributes
    protected
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    Params

  78. final def setDefault[T](param: Param[T], value: T): TextMapPivotVectorizerModel.this.type

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    Attributes
    protected
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    Params

  79. final def setInput(features: FeatureLike[T]*): TextMapPivotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStageN

  80. final def setInput(features: InputFeatures): TextMapPivotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStageBase

  81. final def setInputFeatures[S <: OPFeature](features: Array[S]): TextMapPivotVectorizerModel.this.type

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    Attributes
    protected
    Definition Classes
    InputParams

  82. final def setMetadata(m: Metadata): TextMapPivotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStageParams

  83. def setOutputFeatureName(name: String): TextMapPivotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStage

  84. def setParent(parent: Estimator[SequenceModel[T, OPVector]]): SequenceModel[T, OPVector]

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    Definition Classes
    Model

  85. val shouldCleanKeys: Boolean

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  86. val shouldCleanValues: Boolean

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  87. final def stageName: String

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    Definition Classes
    OpPipelineStageBase

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

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    Definition Classes
    AnyRef

  89. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  90. val topValues: Seq[Seq[(String, Array[String])]]

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  91. val trackNulls: Boolean

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  92. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    OpTransformerN → Transformer

  93. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  94. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  95. def transformFn: (Seq[T]) ⇒ OPVector

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    Definition Classes
    TextMapPivotVectorizerModel → OpTransformerN

  96. lazy val transformKeyValue: (KeyValue) ⇒ Any

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    Definition Classes
    OpTransformerN → OpTransformer

  97. def transformMap: (Map[String, Any]) ⇒ Any

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    Definition Classes
    OpTransformer

  98. def transformRow: (Row) ⇒ Any

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    Definition Classes
    OpTransformer

  99. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    OpPipelineStageBase

  100. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  101. implicit val tti: scala.reflect.api.JavaUniverse.TypeTag[T]

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    Definition Classes
    SequenceModel → OpTransformerN

  102. implicit val tto: scala.reflect.api.JavaUniverse.TypeTag[OPVector]

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    Definition Classes
    SequenceModel → OpPipelineStageN

  103. implicit val ttov: scala.reflect.api.JavaUniverse.TypeTag[Value]

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    Definition Classes
    SequenceModel → OpPipelineStageN

  104. val uid: String

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    Definition Classes
    SequenceModel → Identifiable

  105. 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
    Definition Classes
    VectorizerDefaults

  106. def vectorMetadataWithNullIndicators: OpVectorMetadata

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    Attributes
    protected
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    VectorizerDefaults

  107. 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
    Definition Classes
    VectorizerDefaults

  108. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  111. final def write: MLWriter

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    Definition Classes
    OpPipelineStageBase → MLWritable

Inherited from TextMapPivotVectorizerModelFun[T]

Inherited from CleanTextMapFun

Inherited from CleanTextFun

Inherited from VectorizerDefaults

Inherited from SequenceModel[T, OPVector]

Inherited from OpTransformerN[T, OPVector]

Inherited from OpTransformer

Inherited from OpPipelineStageN[T, OPVector]

Inherited from HasInN

Inherited from OpPipelineStage[OPVector]

Inherited from OpPipelineStageBase

Inherited from MLWritable

Inherited from OpPipelineStageParams

Inherited from InputParams

Inherited from Model[SequenceModel[T, OPVector]]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped