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
    protected
    Definition Classes
    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