class ObfuscatorAnnotatorApproach extends AnnotatorApproach[ObfuscatorAnnotatorModel] with DeidApproachParams with ObfuscatorParams

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

Instance Constructors

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

Type Members

  1. type AnnotatorType = String
    Definition Classes
    HasOutputAnnotatorType

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. def _fit(dataset: Dataset[_], recursiveStages: Option[PipelineModel]): ObfuscatorAnnotatorModel
    Attributes
    protected
    Definition Classes
    AnnotatorApproach
  6. val ageRanges: IntArrayParam

    List of integers specifying limits of the age groups to preserve during obfuscation

    List of integers specifying limits of the age groups to preserve during obfuscation

    Definition Classes
    BaseDeidParams
  7. val ageRangesByHipaa: BooleanParam

    A Boolean variable indicating whether to obfuscate ages based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.

    A Boolean variable indicating whether to obfuscate ages based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.

    The HIPAA Privacy Rule mandates that ages from patients older than 90 years must be obfuscated, while age for patients 90 years or younger can remain unchanged.

    When true, age entities larger than 90 will be obfuscated as per HIPAA Privacy Rule, the others will remain unchanged. When false, ageRanges parameter is valid.

    Definition Classes
    ObfuscatorParams
  8. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  9. def beforeTraining(spark: SparkSession): Unit
    Definition Classes
    AnnotatorApproach
  10. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean
    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  11. final def clear(param: Param[_]): ObfuscatorAnnotatorApproach.this.type
    Definition Classes
    Params
  12. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  13. val consistentAcrossNameParts: BooleanParam

    Param that indicates whether consistency should be enforced across different parts of a name (e.g., first name, middle name, last name).

    Param that indicates whether consistency should be enforced across different parts of a name (e.g., first name, middle name, last name). When set to true, the same transformation or obfuscation will be applied consistently to all parts of the same name entity, even if those parts appear separately.

    For example, if "John Smith" is obfuscated as "Liam Brown", then:

    • When the full name "John Smith" appears, it will be replaced with "Liam Brown"
    • When "John" or "Smith" appear individually, they will still be obfuscated as "Liam" and "Brown" respectively, ensuring consistency in name transformation.

    Default: true

    Definition Classes
    BaseDeidParams
  14. final def copy(extra: ParamMap): Estimator[ObfuscatorAnnotatorModel]
    Definition Classes
    AnnotatorApproach → Estimator → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. val dateFormats: StringArrayParam

    Format of dates to displace

    Format of dates to displace

    Definition Classes
    BaseDeidParams
  17. val days: IntParam

    Number of days to obfuscate the dates by displacement.

    Number of days to obfuscate the dates by displacement. If not provided a random integer between 1 and 60 will be used

    Definition Classes
    BaseDeidParams
  18. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  19. val description: String
    Definition Classes
    ObfuscatorAnnotatorApproach → AnnotatorApproach
  20. val entity: Param[String]
    Definition Classes
    ObfuscatorParams
  21. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  22. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  23. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  24. def explainParams(): String
    Definition Classes
    Params
  25. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  26. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  27. val fakerLengthOffset: IntParam

    It specifies how much length deviation is accepted in obfuscation, with keepTextSizeForObfuscation enabled.

    It specifies how much length deviation is accepted in obfuscation, with keepTextSizeForObfuscation enabled. Value must be greater than 0. Default is 3.

    Definition Classes
    BaseDeidParams
  28. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  29. final def fit(dataset: Dataset[_]): ObfuscatorAnnotatorModel
    Definition Classes
    AnnotatorApproach → Estimator
  30. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[ObfuscatorAnnotatorModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  31. def fit(dataset: Dataset[_], paramMap: ParamMap): ObfuscatorAnnotatorModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  32. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): ObfuscatorAnnotatorModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  33. val genderAwareness: BooleanParam

    Whether to use gender-aware names or not during obfuscation.

    Whether to use gender-aware names or not during obfuscation. This param effects only names. If value is true, it might decrease performance. Default: False

    Definition Classes
    BaseDeidParams
  34. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  35. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  36. def getConsistentAcrossNameParts: Boolean

    Gets the value of consistentAcrossNameParts.

    Gets the value of consistentAcrossNameParts.

    returns

    Boolean value indicating if consistency is enforced across name parts

    Definition Classes
    BaseDeidParams
  37. def getDateFormats: Array[String]
    Definition Classes
    BaseDeidParams
  38. def getDays: Int
    Definition Classes
    BaseDeidParams
  39. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  40. def getEntity: String
    Definition Classes
    ObfuscatorParams
  41. def getFakerLengthOffset: Int

    Gets fakerLengthOffset param

    Gets fakerLengthOffset param

    Definition Classes
    BaseDeidParams
  42. def getInputCols: Array[String]
    Definition Classes
    HasInputAnnotationCols
  43. def getKeepMonth: Boolean

    Gets keepMonth param

    Gets keepMonth param

    Definition Classes
    ObfuscatorParams
  44. def getKeepTextSizeForObfuscation: Boolean

    Gets keepTextSizeForObfuscation param

    Gets keepTextSizeForObfuscation param

    Definition Classes
    BaseDeidParams
  45. def getKeepYear: Boolean

    Gets keepYear param

    Gets keepYear param

    Definition Classes
    ObfuscatorParams
  46. def getLanguage: String
    Definition Classes
    BaseDeidParams
  47. def getLazyAnnotator: Boolean
    Definition Classes
    CanBeLazy
  48. def getObfuscateRefSource: String
    Definition Classes
    BaseDeidParams
  49. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  50. final def getOutputCol: String
    Definition Classes
    HasOutputAnnotationCol
  51. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  52. def getSameLengthFormattedEntities(): Array[String]
    Definition Classes
    BaseDeidParams
  53. def getSeed(): Int
    Definition Classes
    BaseDeidParams
  54. def getUnnormalizedDateMode: String

    Gets unnormalizedDateMode param

    Gets unnormalizedDateMode param

    Definition Classes
    ObfuscatorParams
  55. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  56. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  57. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  58. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  59. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. val inputAnnotatorTypes: Array[AnnotatorType]
    Definition Classes
    ObfuscatorAnnotatorApproach → HasInputAnnotationCols
  61. final val inputCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  62. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  63. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  64. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  65. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  66. val keepMonth: BooleanParam

    Whether to keep the month intact when obfuscating date entities.

    Whether to keep the month intact when obfuscating date entities. If true, the month will remain unchanged during the obfuscation process. If false, the month will be modified along with the year and day. Default: false.

    Definition Classes
    ObfuscatorParams
  67. val keepTextSizeForObfuscation: BooleanParam

    It specifies whether the output should maintain the same character length as the input text.

    It specifies whether the output should maintain the same character length as the input text. the output text will remain the same if same length is available, else length might vary.

    Definition Classes
    BaseDeidParams
  68. val keepYear: BooleanParam

    Whether to keep the year intact when obfuscating date entities.

    Whether to keep the year intact when obfuscating date entities. If true, the year will remain unchanged during the obfuscation process. If false, the year will be modified along with the month and day. Default: false.

    Definition Classes
    ObfuscatorParams
  69. val language: Param[String]

    The language used to select the regex file and some faker entities.

    The language used to select the regex file and some faker entities. 'en'(English),'de'(German), 'es'(Spanish), 'fr'(French), 'ar'(Arabic) or 'ro'(Romanian) Default:'en'

    Definition Classes
    BaseDeidParams
  70. val lazyAnnotator: BooleanParam
    Definition Classes
    CanBeLazy
  71. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  72. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  79. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def msgHelper(schema: StructType): String
    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  84. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  85. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  86. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  87. val obfuscateRefFile: Param[String]

    File with the terms to be used for Obfuscation

    File with the terms to be used for Obfuscation

    Definition Classes
    DeidApproachParams
  88. val obfuscateRefSource: Param[String]

    The source of obfuscation to obfuscate the entities.

    The source of obfuscation to obfuscate the entities. The values ar the following: 'file': Takes the entities from the obfuscatorRefFile 'faker': Takes the entities from the Faker module 'both': Takes the entities from the obfuscatorRefFile and the faker module randomly.

    Definition Classes
    BaseDeidParams
  89. def onTrained(model: ObfuscatorAnnotatorModel, spark: SparkSession): Unit
    Definition Classes
    AnnotatorApproach
  90. val optionalInputAnnotatorTypes: Array[String]
    Definition Classes
    HasInputAnnotationCols
  91. val outputAnnotatorType: AnnotatorType
    Definition Classes
    ObfuscatorAnnotatorApproach → HasOutputAnnotatorType
  92. final val outputCol: Param[String]
    Attributes
    protected
    Definition Classes
    HasOutputAnnotationCol
  93. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  94. val refFileFormat: Param[String]

    Format of the reference file for Obfuscation the default value for that is "csv"

    Format of the reference file for Obfuscation the default value for that is "csv"

    Definition Classes
    DeidApproachParams
  95. val refSep: Param[String]

    Separator character for the csv reference file for Obfuscation de default value is "#"

    Separator character for the csv reference file for Obfuscation de default value is "#"

    Definition Classes
    DeidApproachParams
  96. val region: Param[String]

    With this property, you can select particular dateFormats.

    With this property, you can select particular dateFormats. This property is especially used when obfuscating dates. You can decide whether the first part of 11/11/2023 is a day or the second part is a day when obfuscating dates. The values are following: 'eu' for European Union 'us' for USA Default: 'eu'

    Definition Classes
    ObfuscatorParams
  97. val sameLengthFormattedEntities: StringArrayParam

    List of formatted entities to generate the same length outputs as original ones during obfuscation.

    List of formatted entities to generate the same length outputs as original ones during obfuscation. The supported and default formatted entities are: "phone", "fax", "contact," "id", "idnum", "bioid", "medicalrecord", "zip", "vin", "ssn", "dln", "plate", "license", "IRS", "CFN", "account".

    Definition Classes
    BaseDeidParams
  98. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  99. val seed: IntParam

    It is the seed to select the entities on obfuscate mode.

    It is the seed to select the entities on obfuscate mode. With the seed, you can reply to an execution several times with the same output.

    Definition Classes
    BaseDeidParams
  100. final def set(paramPair: ParamPair[_]): ObfuscatorAnnotatorApproach.this.type
    Attributes
    protected
    Definition Classes
    Params
  101. final def set(param: String, value: Any): ObfuscatorAnnotatorApproach.this.type
    Attributes
    protected
    Definition Classes
    Params
  102. final def set[T](param: Param[T], value: T): ObfuscatorAnnotatorApproach.this.type
    Definition Classes
    Params
  103. def setAgeRanges(mode: Array[Int]): ObfuscatorAnnotatorApproach.this.type

    List of integers specifying limits of the age groups to preserve during obfuscation

    List of integers specifying limits of the age groups to preserve during obfuscation

    Definition Classes
    BaseDeidParams
  104. def setAgeRangesByHipaa(value: Boolean): ObfuscatorAnnotatorApproach.this.type

    Sets whether to obfuscate ages based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.

    Sets whether to obfuscate ages based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.

    The HIPAA Privacy Rule mandates that ages from patients older than 90 years must be obfuscated, while age for patients 90 years or younger can remain unchanged.

    value

    If true, age entities larger than 90 will be obfuscated as per HIPAA Privacy Rule, the others will remain unchanged. If false, ageRanges parameter is valid. Default: false.

    Definition Classes
    ObfuscatorParams
  105. def setConsistentAcrossNameParts(value: Boolean): ObfuscatorAnnotatorApproach.this.type

    Sets the value of consistentAcrossNameParts.

    Sets the value of consistentAcrossNameParts.

    value

    Boolean flag to enforce consistency across name parts

    returns

    this instance

    Definition Classes
    BaseDeidParams
  106. def setDateFormats(s: Array[String]): ObfuscatorAnnotatorApproach.this.type

    Format of dates to displace

    Format of dates to displace

    Definition Classes
    BaseDeidParams
  107. def setDays(k: Int): ObfuscatorAnnotatorApproach.this.type

    Number of days to obfuscate the dates by displacement.

    Number of days to obfuscate the dates by displacement. If not provided a random integer between 1 and 60 will be used

    Definition Classes
    BaseDeidParams
  108. final def setDefault(paramPairs: ParamPair[_]*): ObfuscatorAnnotatorApproach.this.type
    Attributes
    protected
    Definition Classes
    Params
  109. final def setDefault[T](param: Param[T], value: T): ObfuscatorAnnotatorApproach.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  110. def setEntity(e: String): ObfuscatorAnnotatorApproach.this.type
    Definition Classes
    ObfuscatorParams
  111. def setFakerLengthOffset(value: Int): ObfuscatorAnnotatorApproach.this.type

    Sets fakerLengthOffset param

    Sets fakerLengthOffset param

    Definition Classes
    BaseDeidParams
  112. def setGenderAwareness(value: Boolean): ObfuscatorAnnotatorApproach.this.type

    Whether to use gender-aware names or not during obfuscation.

    Whether to use gender-aware names or not during obfuscation. This param effects only names. If value is true, it might decrease performance. Default: False

    Definition Classes
    BaseDeidParams
  113. final def setInputCols(value: String*): ObfuscatorAnnotatorApproach.this.type
    Definition Classes
    HasInputAnnotationCols
  114. def setInputCols(value: Array[String]): ObfuscatorAnnotatorApproach.this.type
    Definition Classes
    HasInputAnnotationCols
  115. def setKeepMonth(value: Boolean): ObfuscatorAnnotatorApproach.this.type

    Sets whether to keep the month intact when obfuscating date entities.

    Sets whether to keep the month intact when obfuscating date entities. If true, the month will remain unchanged during the obfuscation process. If false, the month will be modified along with the year and day. Default: false.

    Definition Classes
    ObfuscatorParams
  116. def setKeepTextSizeForObfuscation(value: Boolean): ObfuscatorAnnotatorApproach.this.type

    Sets keepTextSizeForObfuscation param

    Sets keepTextSizeForObfuscation param

    Definition Classes
    BaseDeidParams
  117. def setKeepYear(value: Boolean): ObfuscatorAnnotatorApproach.this.type

    Sets whether to keep the year intact when obfuscating date entities.

    Sets whether to keep the year intact when obfuscating date entities. If true, the year will remain unchanged during the obfuscation process. If false, the year will be modified along with the month and day. Default: false.

    Definition Classes
    ObfuscatorParams
  118. def setLanguage(s: String): ObfuscatorAnnotatorApproach.this.type

    The language used to select the regex file and some faker entities.

    The language used to select the regex file and some faker entities. 'en'(English),'de'(German), 'es'(Spanish), 'fr'(French), 'ar'(Arabic) or 'ro'(Romanian). Default:'en'

    Definition Classes
    BaseDeidParams
  119. def setLazyAnnotator(value: Boolean): ObfuscatorAnnotatorApproach.this.type
    Definition Classes
    CanBeLazy
  120. def setObfuscateRefFile(f: String): ObfuscatorAnnotatorApproach.this.type

    File with the terms to be used for Obfuscation

    File with the terms to be used for Obfuscation

    Definition Classes
    DeidApproachParams
  121. def setObfuscateRefSource(s: String): ObfuscatorAnnotatorApproach.this.type

    The source of obfuscation to obfuscate the entities.

    The source of obfuscation to obfuscate the entities. The values are the following: 'file': Takes the entities from the obfuscatorRefFile 'faker': Takes the entities from the Faker module 'both': Takes the entities from the obfuscatorRefFile and the faker module randomly.

    Definition Classes
    BaseDeidParams
  122. final def setOutputCol(value: String): ObfuscatorAnnotatorApproach.this.type
    Definition Classes
    HasOutputAnnotationCol
  123. def setRefFileFormat(f: String): ObfuscatorAnnotatorApproach.this.type

    File with the terms to be used for Obfuscation

    File with the terms to be used for Obfuscation

    Definition Classes
    DeidApproachParams
  124. def setRefSep(f: String): ObfuscatorAnnotatorApproach.this.type

    Separator character for the csv reference file for Obfuscation de default value is "#"

    Separator character for the csv reference file for Obfuscation de default value is "#"

    Definition Classes
    DeidApproachParams
  125. def setRegion(s: String): ObfuscatorAnnotatorApproach.this.type

    With this property, you can select particular dateFormats.

    With this property, you can select particular dateFormats. This property is especially used when obfuscating dates. You can decide whether the first part of 11/11/2023 is a day or the second part is a day when obfuscating dates. The values are following: 'eu' for European Union 'us' for USA Default: 'eu'

    Definition Classes
    ObfuscatorParams
  126. def setSameLengthFormattedEntities(entities: Array[String]): ObfuscatorAnnotatorApproach.this.type

    List of formatted entities to generate the same length outputs as original ones during obfuscation.

    List of formatted entities to generate the same length outputs as original ones during obfuscation. The supported and default formatted entities are: PHONE, FAX, CONTACT, ID, IDNUM, BIOID, MEDICALRECORD, ZIP, VIN, SSN, DLN, LICENSE, PLATE, IRS, CFN, ACCOUNT.

    Definition Classes
    BaseDeidParams
  127. def setSeed(s: Int): ObfuscatorAnnotatorApproach.this.type

    It is the seed to select the entities on obfuscate mode.

    It is the seed to select the entities on obfuscate mode. With the seed, you can reply to an execution several times with the same output.

    Definition Classes
    BaseDeidParams
  128. def setUnnormalizedDateMode(mode: String): ObfuscatorAnnotatorApproach.this.type

    The mode to use if the date is not formatted.

    The mode to use if the date is not formatted. [mask, obfuscate, skip] Default: obfuscate

    Definition Classes
    ObfuscatorParams
  129. def setUseRandomDateDisplacement(s: Boolean): ObfuscatorAnnotatorApproach.this.type

    Use a random displacement days in dates entities,that random number is based on the BaseDeidParams.seed If true use random displacement days in dates entities, if false use the BaseDeidParams.days The default value is false.

    Use a random displacement days in dates entities,that random number is based on the BaseDeidParams.seed If true use random displacement days in dates entities, if false use the BaseDeidParams.days The default value is false.

    Definition Classes
    ObfuscatorParams
  130. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  131. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  132. def train(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): ObfuscatorAnnotatorModel
    Definition Classes
    ObfuscatorAnnotatorApproach → AnnotatorApproach
  133. final def transformSchema(schema: StructType): StructType
    Definition Classes
    AnnotatorApproach → PipelineStage
  134. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  135. val uid: String
    Definition Classes
    ObfuscatorAnnotatorApproach → Identifiable
  136. val unnormalizedDateMode: Param[String]

    The mode to use if the date is not formatted.

    The mode to use if the date is not formatted. [mask, obfuscate, skip] Default: obfuscate

    Definition Classes
    ObfuscatorParams
  137. val useRandomDateDisplacement: BooleanParam

    Use a random displacement days in dates entities,that random number is based on the seed If true use random displacement days in dates entities,if false use the ObfuscatorParams.days The default value is false.

    Use a random displacement days in dates entities,that random number is based on the seed If true use random displacement days in dates entities,if false use the ObfuscatorParams.days The default value is false.

    Definition Classes
    ObfuscatorParams
  138. def validate(schema: StructType): Boolean
    Attributes
    protected
    Definition Classes
    AnnotatorApproach
  139. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  140. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  141. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  142. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from ObfuscatorParams

Inherited from BaseDeidParams

Inherited from DeidApproachParams

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

Parameters

Parameter setters

Ungrouped