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

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

Instance Constructors

  1. new VowpalWabbitFeaturizer()
  2. new VowpalWabbitFeaturizer(uid: String)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): VowpalWabbitFeaturizer.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. def copy(extra: ParamMap): VowpalWabbitFeaturizer
    Definition Classes
    VowpalWabbitFeaturizer → Transformer → PipelineStage → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  16. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  17. def explainParams(): String
    Definition Classes
    Params
  18. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  19. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  20. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  21. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  22. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  23. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. def getInputCols: Array[String]

    Definition Classes
    HasInputCols
  25. def getMask: Int

    returns

    the bitmask used to constrain the hash feature indices.

    Attributes
    protected
    Definition Classes
    HasNumBits
  26. def getNumBits: Int
    Definition Classes
    HasNumBits
  27. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  28. def getOutputCol: String

    Definition Classes
    HasOutputCol
  29. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  30. def getPrefixStringsWithColumnName: Boolean
  31. def getPreserveOrderNumBits: Int
  32. def getSeed: Int
  33. def getStringSplitInputCols: Array[String]
  34. def getSumCollisions: Boolean
    Definition Classes
    HasSumCollisions
  35. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  36. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  37. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  38. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  39. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  40. val inputCols: StringArrayParam

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols
  41. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  42. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  43. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  44. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  45. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  46. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  47. def logClass(): Unit
    Definition Classes
    BasicLogging
  48. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  49. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  50. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  51. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  53. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  54. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  55. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  56. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  57. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  58. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  61. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  62. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  63. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  66. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  67. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  68. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  69. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  70. val numBits: IntParam
    Definition Classes
    HasNumBits
  71. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  72. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  73. val prefixStringsWithColumnName: BooleanParam
  74. val preserveOrderNumBits: IntParam
  75. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  76. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  78. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  79. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  80. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  82. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  95. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  96. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  97. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  98. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  99. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  100. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  101. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  102. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  103. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  104. val seed: IntParam
  105. final def set(paramPair: ParamPair[_]): VowpalWabbitFeaturizer.this.type
    Attributes
    protected
    Definition Classes
    Params
  106. final def set(param: String, value: Any): VowpalWabbitFeaturizer.this.type
    Attributes
    protected
    Definition Classes
    Params
  107. final def set[T](param: Param[T], value: T): VowpalWabbitFeaturizer.this.type
    Definition Classes
    Params
  108. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitFeaturizer.this.type
    Attributes
    protected
    Definition Classes
    Params
  109. final def setDefault[T](param: Param[T], value: T): VowpalWabbitFeaturizer.this.type
    Attributes
    protected
    Definition Classes
    Params
  110. def setInputCols(value: Array[String]): VowpalWabbitFeaturizer.this.type

    Definition Classes
    HasInputCols
  111. def setNumBits(value: Int): VowpalWabbitFeaturizer.this.type
    Definition Classes
    HasNumBits
  112. def setOutputCol(value: String): VowpalWabbitFeaturizer.this.type

    Definition Classes
    HasOutputCol
  113. def setPrefixStringsWithColumnName(value: Boolean): VowpalWabbitFeaturizer.this.type
  114. def setPreserveOrderNumBits(value: Int): VowpalWabbitFeaturizer.this.type
  115. def setSeed(value: Int): VowpalWabbitFeaturizer.this.type
  116. def setStringSplitInputCols(value: Array[String]): VowpalWabbitFeaturizer.this.type
  117. def setSumCollisions(value: Boolean): VowpalWabbitFeaturizer.this.type
    Definition Classes
    HasSumCollisions
  118. val stringSplitInputCols: StringArrayParam
  119. val sumCollisions: BooleanParam
    Definition Classes
    HasSumCollisions
  120. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  121. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  122. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    VowpalWabbitFeaturizer → Transformer
  123. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  124. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  125. def transformSchema(schema: StructType): StructType
    Definition Classes
    VowpalWabbitFeaturizer → PipelineStage
  126. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  127. val uid: String
    Definition Classes
    VowpalWabbitFeaturizer → BasicLogging → Identifiable
  128. val ver: String
    Definition Classes
    BasicLogging
  129. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  130. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  131. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  132. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from HasSumCollisions

Inherited from HasNumBits

Inherited from HasOutputCol

Inherited from HasInputCols

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