Class

com.johnsnowlabs.nlp.annotators.deid

ObfuscatorAnnotatorModel

Related Doc: package deid

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class ObfuscatorAnnotatorModel extends AnnotatorModel[ObfuscatorAnnotatorModel] with ObfuscatorParams

Linear Supertypes
ObfuscatorParams, AnnotatorModel[ObfuscatorAnnotatorModel], CanBeLazy, RawAnnotator[ObfuscatorAnnotatorModel], HasOutputAnnotationCol, HasInputAnnotationCols, HasOutputAnnotatorType, ParamsAndFeaturesWritable, HasFeatures, DefaultParamsWritable, MLWritable, Model[ObfuscatorAnnotatorModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. ObfuscatorAnnotatorModel
  2. ObfuscatorParams
  3. AnnotatorModel
  4. CanBeLazy
  5. RawAnnotator
  6. HasOutputAnnotationCol
  7. HasInputAnnotationCols
  8. HasOutputAnnotatorType
  9. ParamsAndFeaturesWritable
  10. HasFeatures
  11. DefaultParamsWritable
  12. MLWritable
  13. Model
  14. Transformer
  15. PipelineStage
  16. Logging
  17. Params
  18. Serializable
  19. Serializable
  20. Identifiable
  21. AnyRef
  22. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ObfuscatorAnnotatorModel()

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  2. new ObfuscatorAnnotatorModel(uid: String)

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Type Members

  1. type AnnotationContent = Seq[Row]

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  2. type AnnotatorType = String

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    Definition Classes
    HasOutputAnnotatorType

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. def $$[T](feature: StructFeature[T]): T

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    Attributes
    protected
    Definition Classes
    HasFeatures
  5. def $$[K, V](feature: MapFeature[K, V]): Map[K, V]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  6. def $$[T](feature: SetFeature[T]): Set[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  7. def $$[T](feature: ArrayFeature[T]): Array[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  8. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  9. def _transform(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): DataFrame

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  10. def afterAnnotate(dataset: DataFrame): DataFrame

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  11. val allTerms: SetFeature[String]

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  12. def annotate(annotations: Seq[Annotation]): Seq[Annotation]

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    Definition Classes
    ObfuscatorAnnotatorModel → AnnotatorModel
  13. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  14. def beforeAnnotate(dataset: Dataset[_]): Dataset[_]

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  15. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  16. final def clear(param: Param[_]): ObfuscatorAnnotatorModel.this.type

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    Definition Classes
    Params
  17. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  18. def copy(extra: ParamMap): ObfuscatorAnnotatorModel

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    Definition Classes
    RawAnnotator → Model → Transformer → PipelineStage → Params
  19. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    Attributes
    protected
    Definition Classes
    Params
  21. def dfAnnotate: UserDefinedFunction

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  22. val entity: Param[String]

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    Definition Classes
    ObfuscatorParams
  23. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  26. def explainParams(): String

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    Definition Classes
    Params
  27. def extraValidate(structType: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  28. def extraValidateMsg: String

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  29. final def extractParamMap(): ParamMap

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

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    Definition Classes
    Params
  31. val features: ArrayBuffer[Feature[_, _, _]]

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    Definition Classes
    HasFeatures
  32. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  33. def get[T](feature: StructFeature[T]): Option[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  34. def get[K, V](feature: MapFeature[K, V]): Option[Map[K, V]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  35. def get[T](feature: SetFeature[T]): Option[Set[T]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  36. def get[T](feature: ArrayFeature[T]): Option[Array[T]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  37. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  38. def getAllTerms: Set[String]

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

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

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    Definition Classes
    Params
  41. def getFakerEntity(entity: String): String

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  42. def getInputCols: Array[String]

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    Definition Classes
    HasInputAnnotationCols
  43. def getLazyAnnotator: Boolean

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    Definition Classes
    CanBeLazy
  44. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  45. final def getOutputCol: String

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    Definition Classes
    HasOutputAnnotationCol
  46. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  47. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  49. def hasParent: Boolean

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    Definition Classes
    Model
  50. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  51. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  52. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  53. val inputAnnotatorTypes: Array[AnnotatorType]

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    Definition Classes
    ObfuscatorAnnotatorModel → HasInputAnnotationCols
  54. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  55. final def isDefined(param: Param[_]): Boolean

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

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

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    Definition Classes
    Params
  58. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  59. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy
  60. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  61. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  62. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  63. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  64. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  65. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  66. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  67. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  68. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  69. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  70. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  71. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  72. def msgHelper(schema: StructType): String

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  73. final def ne(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    AnyRef
  76. val obfuscateRefSource: Param[String]

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    Definition Classes
    ObfuscatorParams
  77. def onWrite(path: String, spark: SparkSession): Unit

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    Attributes
    protected
    Definition Classes
    ParamsAndFeaturesWritable
  78. val outputAnnotatorType: AnnotatorType

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    Definition Classes
    ObfuscatorAnnotatorModel → HasOutputAnnotatorType
  79. final val outputCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasOutputAnnotationCol
  80. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  81. var parent: Estimator[ObfuscatorAnnotatorModel]

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    Definition Classes
    Model
  82. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  83. def set[T](feature: StructFeature[T], value: T): ObfuscatorAnnotatorModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  84. def set[K, V](feature: MapFeature[K, V], value: Map[K, V]): ObfuscatorAnnotatorModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  85. def set[T](feature: SetFeature[T], value: Set[T]): ObfuscatorAnnotatorModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  86. def set[T](feature: ArrayFeature[T], value: Array[T]): ObfuscatorAnnotatorModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  87. final def set(paramPair: ParamPair[_]): ObfuscatorAnnotatorModel.this.type

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    Attributes
    protected
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    Params
  88. final def set(param: String, value: Any): ObfuscatorAnnotatorModel.this.type

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

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    Definition Classes
    Params
  90. def setAllTerms(value: Set[String]): ObfuscatorAnnotatorModel.this.type

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  91. def setDefault[T](feature: StructFeature[T], value: () ⇒ T): ObfuscatorAnnotatorModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  92. def setDefault[K, V](feature: MapFeature[K, V], value: () ⇒ Map[K, V]): ObfuscatorAnnotatorModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  93. def setDefault[T](feature: SetFeature[T], value: () ⇒ Set[T]): ObfuscatorAnnotatorModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  94. def setDefault[T](feature: ArrayFeature[T], value: () ⇒ Array[T]): ObfuscatorAnnotatorModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  95. final def setDefault(paramPairs: ParamPair[_]*): ObfuscatorAnnotatorModel.this.type

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

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    Attributes
    protected
    Definition Classes
    Params
  97. def setEntity(e: String): ObfuscatorAnnotatorModel.this.type

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    Definition Classes
    ObfuscatorParams
  98. final def setInputCols(value: String*): ObfuscatorAnnotatorModel.this.type

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    Definition Classes
    HasInputAnnotationCols
  99. final def setInputCols(value: Array[String]): ObfuscatorAnnotatorModel.this.type

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    Definition Classes
    HasInputAnnotationCols
  100. def setLazyAnnotator(value: Boolean): ObfuscatorAnnotatorModel.this.type

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    Definition Classes
    CanBeLazy
  101. def setObfuscateRefSource(s: String): ObfuscatorAnnotatorModel.this.type

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    Definition Classes
    ObfuscatorParams
  102. final def setOutputCol(value: String): ObfuscatorAnnotatorModel.this.type

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    Definition Classes
    HasOutputAnnotationCol
  103. def setParent(parent: Estimator[ObfuscatorAnnotatorModel]): ObfuscatorAnnotatorModel

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    Definition Classes
    Model
  104. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  105. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  106. final def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    AnnotatorModel → Transformer
  107. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  108. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  109. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    RawAnnotator → PipelineStage
  110. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  111. val uid: String

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    Definition Classes
    ObfuscatorAnnotatorModel → Identifiable
  112. def validate(schema: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  113. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  116. def wrapColumnMetadata(col: Column): Column

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  117. def write: MLWriter

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    Definition Classes
    ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable

Inherited from ObfuscatorParams

Inherited from AnnotatorModel[ObfuscatorAnnotatorModel]

Inherited from CanBeLazy

Inherited from RawAnnotator[ObfuscatorAnnotatorModel]

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from HasOutputAnnotatorType

Inherited from ParamsAndFeaturesWritable

Inherited from HasFeatures

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[ObfuscatorAnnotatorModel]

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