Class/Object

com.microsoft.ml.spark.vw

VowpalWabbitFeaturizer

Related Docs: object VowpalWabbitFeaturizer | package vw

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class VowpalWabbitFeaturizer extends Transformer with HasInputCols with HasOutputCol with HasNumBits with HasSumCollisions with Wrappable with ComplexParamsWritable

Linear Supertypes
ComplexParamsWritable, MLWritable, HasSumCollisions, HasNumBits, HasOutputCol, HasInputCols, Wrappable, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitFeaturizer
  2. ComplexParamsWritable
  3. MLWritable
  4. HasSumCollisions
  5. HasNumBits
  6. HasOutputCol
  7. HasInputCols
  8. Wrappable
  9. Transformer
  10. PipelineStage
  11. Logging
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new VowpalWabbitFeaturizer()

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  2. new VowpalWabbitFeaturizer(uid: String)

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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. def additionalPythonMethods(): String

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    Definition Classes
    Wrappable

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final def clear(param: Param[_]): VowpalWabbitFeaturizer.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def copy(extra: ParamMap): VowpalWabbitFeaturizer

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    Definition Classes
    VowpalWabbitFeaturizer → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  15. def explainParams(): String

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    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  18. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  22. def getInputCols: Array[String]

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    Definition Classes
    HasInputCols

  23. def getMask: Int

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    returns

    the bitmask used to constrain the hash feature indices.

    Attributes
    protected
    Definition Classes
    HasNumBits

  24. def getNumBits: Int

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    Definition Classes
    HasNumBits

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

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    Definition Classes
    Params

  26. def getOutputCol: String

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  28. def getPrefixStringsWithColumnName: Boolean

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  29. def getPreserveOrderNumBits: Int

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  30. def getSeed: Int

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  31. def getStringSplitInputCols: Array[String]

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  32. def getSumCollisions: Boolean

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    Definition Classes
    HasSumCollisions

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

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    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  35. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  37. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  38. val inputCols: StringArrayParam

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    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols

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

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    Definition Classes
    Params

  40. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  42. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  43. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  50. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  56. final def notify(): Unit

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    Definition Classes
    AnyRef

  57. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  58. val numBits: IntParam

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    Definition Classes
    HasNumBits

  59. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  61. val prefixStringsWithColumnName: BooleanParam

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  62. val preserveOrderNumBits: IntParam

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  63. def save(path: String): Unit

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

  64. val seed: IntParam

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  65. final def set(paramPair: ParamPair[_]): VowpalWabbitFeaturizer.this.type

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    Attributes
    protected
    Definition Classes
    Params

  66. final def set(param: String, value: Any): VowpalWabbitFeaturizer.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  68. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitFeaturizer.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  70. def setInputCols(value: Array[String]): VowpalWabbitFeaturizer.this.type

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    Definition Classes
    HasInputCols

  71. def setNumBits(value: Int): VowpalWabbitFeaturizer.this.type

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    Definition Classes
    HasNumBits

  72. def setOutputCol(value: String): VowpalWabbitFeaturizer.this.type

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    Definition Classes
    HasOutputCol

  73. def setPrefixStringsWithColumnName(value: Boolean): VowpalWabbitFeaturizer.this.type

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  74. def setPreserveOrderNumBits(value: Int): VowpalWabbitFeaturizer.this.type

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  75. def setSeed(value: Int): VowpalWabbitFeaturizer.this.type

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  76. def setStringSplitInputCols(value: Array[String]): VowpalWabbitFeaturizer.this.type

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  77. def setSumCollisions(value: Boolean): VowpalWabbitFeaturizer.this.type

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    Definition Classes
    HasSumCollisions

  78. val stringSplitInputCols: StringArrayParam

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  79. val sumCollisions: BooleanParam

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    Definition Classes
    HasSumCollisions

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

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    Definition Classes
    AnyRef

  81. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    VowpalWabbitFeaturizer → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  85. def transformSchema(schema: StructType): StructType

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    Definition Classes
    VowpalWabbitFeaturizer → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  87. val uid: String

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    Definition Classes
    VowpalWabbitFeaturizer → Identifiable

  88. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  91. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasSumCollisions

Inherited from HasNumBits

Inherited from HasOutputCol

Inherited from HasInputCols

Inherited from Wrappable

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

getParam

param

setParam

Ungrouped