Class/Object

com.johnsnowlabs.nlp.annotators.deid

ObfuscatorAnnotatorApproach

Related Docs: object ObfuscatorAnnotatorApproach | package deid

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class ObfuscatorAnnotatorApproach extends AnnotatorApproach[ObfuscatorAnnotatorModel] with ObfuscatorParams

Linear Supertypes
ObfuscatorParams, AnnotatorApproach[ObfuscatorAnnotatorModel], CanBeLazy, DefaultParamsWritable, MLWritable, HasOutputAnnotatorType, HasOutputAnnotationCol, HasInputAnnotationCols, Estimator[ObfuscatorAnnotatorModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. ObfuscatorAnnotatorApproach
  2. ObfuscatorParams
  3. AnnotatorApproach
  4. CanBeLazy
  5. DefaultParamsWritable
  6. MLWritable
  7. HasOutputAnnotatorType
  8. HasOutputAnnotationCol
  9. HasInputAnnotationCols
  10. Estimator
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ObfuscatorAnnotatorApproach()

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  2. new ObfuscatorAnnotatorApproach(uid: String)

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Type Members

  1. 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. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. def _fit(dataset: Dataset[_], recursiveStages: Option[PipelineModel]): ObfuscatorAnnotatorModel

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    Attributes
    protected
    Definition Classes
    AnnotatorApproach
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def beforeTraining(spark: SparkSession): Unit

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    Definition Classes
    AnnotatorApproach
  8. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

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

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    Definition Classes
    Params
  10. def clone(): AnyRef

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

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    Definition Classes
    AnnotatorApproach → Estimator → PipelineStage → Params
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    Attributes
    protected
    Definition Classes
    Params
  14. val description: String

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    Definition Classes
    ObfuscatorAnnotatorApproach → AnnotatorApproach
  15. val entity: Param[String]

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    Definition Classes
    ObfuscatorParams
  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 fit(dataset: Dataset[_]): ObfuscatorAnnotatorModel

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    Definition Classes
    AnnotatorApproach → Estimator
  24. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[ObfuscatorAnnotatorModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  25. def fit(dataset: Dataset[_], paramMap: ParamMap): ObfuscatorAnnotatorModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  26. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): ObfuscatorAnnotatorModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  27. final def get[T](param: Param[T]): Option[T]

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

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

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    Definition Classes
    Params
  30. def getInputCols: Array[String]

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    Definition Classes
    HasInputAnnotationCols
  31. def getLazyAnnotator: Boolean

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

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    Definition Classes
    Params
  33. final def getOutputCol: String

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

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

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

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    Definition Classes
    Params
  37. def hashCode(): Int

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

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

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

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    Definition Classes
    ObfuscatorAnnotatorApproach → HasInputAnnotationCols
  41. final val inputCols: StringArrayParam

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

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

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

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    Definition Classes
    Params
  45. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  46. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy
  47. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  54. def logName: String

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  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. val obfuscateRefFile: Param[String]

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    File with the terms to be used for Obfuscation

  64. val obfuscateRefSource: Param[String]

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    Definition Classes
    ObfuscatorParams
  65. def onTrained(model: ObfuscatorAnnotatorModel, spark: SparkSession): Unit

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    Definition Classes
    AnnotatorApproach
  66. val outputAnnotatorType: AnnotatorType

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    Definition Classes
    ObfuscatorAnnotatorApproach → HasOutputAnnotatorType
  67. final val outputCol: Param[String]

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

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    Definition Classes
    Params
  69. val refFileFormat: Param[String]

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    Format of the reference file for Obfuscation

  70. val refSep: Param[String]

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    Separator character for the csv reference file for Obfuscation

  71. def save(path: String): Unit

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

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    Attributes
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    Params
  73. final def set(param: String, value: Any): ObfuscatorAnnotatorApproach.this.type

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

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    Definition Classes
    Params
  75. final def setDefault(paramPairs: ParamPair[_]*): ObfuscatorAnnotatorApproach.this.type

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

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    Attributes
    protected
    Definition Classes
    Params
  77. def setEntity(e: String): ObfuscatorAnnotatorApproach.this.type

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    Definition Classes
    ObfuscatorParams
  78. final def setInputCols(value: String*): ObfuscatorAnnotatorApproach.this.type

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

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    Definition Classes
    HasInputAnnotationCols
  80. def setLazyAnnotator(value: Boolean): ObfuscatorAnnotatorApproach.this.type

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    Definition Classes
    CanBeLazy
  81. def setObfuscateRefFile(f: String): ObfuscatorAnnotatorApproach.this.type

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  82. def setObfuscateRefSource(s: String): ObfuscatorAnnotatorApproach.this.type

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    Definition Classes
    ObfuscatorParams
  83. final def setOutputCol(value: String): ObfuscatorAnnotatorApproach.this.type

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    Definition Classes
    HasOutputAnnotationCol
  84. def setRefFileFormat(f: String): ObfuscatorAnnotatorApproach.this.type

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  85. def setRefSep(f: String): ObfuscatorAnnotatorApproach.this.type

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

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    Definition Classes
    AnyRef
  87. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  88. def train(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): ObfuscatorAnnotatorModel

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    Definition Classes
    ObfuscatorAnnotatorApproach → AnnotatorApproach
  89. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    AnnotatorApproach → PipelineStage
  90. def transformSchema(schema: StructType, logging: Boolean): StructType

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

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    Definition Classes
    ObfuscatorAnnotatorApproach → Identifiable
  92. def validate(schema: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    AnnotatorApproach
  93. final def wait(): Unit

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

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

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

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from ObfuscatorParams

Inherited from AnnotatorApproach[ObfuscatorAnnotatorModel]

Inherited from CanBeLazy

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from HasOutputAnnotatorType

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from Estimator[ObfuscatorAnnotatorModel]

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