Class/Object

com.johnsnowlabs.nlp.annotators.context

ContextualParserModel

Related Docs: object ContextualParserModel | package context

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class ContextualParserModel extends AnnotatorModel[ContextualParserModel] with Licensed

Linear Supertypes
Licensed, AnnotatorModel[ContextualParserModel], CanBeLazy, RawAnnotator[ContextualParserModel], HasOutputAnnotationCol, HasInputAnnotationCols, HasOutputAnnotatorType, ParamsAndFeaturesWritable, HasFeatures, DefaultParamsWritable, MLWritable, Model[ContextualParserModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. ContextualParserModel
  2. Licensed
  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 ContextualParserModel()

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  2. new ContextualParserModel(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
  3. case class MatchedToken(token: String, begin: Int, end: Int, valueMatch: String, regexMatch: String, sentenceIndex: Int, confidenceValue: Double, hits: String) extends Product with Serializable

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

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    Definition Classes
    ContextualParserModel → AnnotatorModel
  12. final def asInstanceOf[T0]: T0

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

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  14. val caseSensitive: BooleanParam

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  15. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  16. final def clear(param: Param[_]): ContextualParserModel.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. val contextMatch: BooleanParam

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  19. def copy(extra: ParamMap): ContextualParserModel

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

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

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    Attributes
    protected
    Definition Classes
    Params
  22. def dfAnnotate: UserDefinedFunction

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  23. val dictionary: StructFeature[Array[Dictionary]]

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  24. val entityDefinition: StructFeature[EntityDefinition]

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  25. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  28. def explainParams(): String

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

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  30. def extraValidateMsg: String

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

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

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

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    Definition Classes
    HasFeatures
  34. def finalize(): Unit

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

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

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

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

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

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    Definition Classes
    Params
  40. def getAnnotation(matchedToken: MatchedToken): Annotation

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  41. def getAnnotationByToken(annotations: Seq[Annotation]): Seq[Annotation]

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  42. def getAnnotationWithDictionary(annotations: Seq[Annotation]): Seq[Annotation]

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  43. def getAnnotationWithRegex(annotations: Seq[Annotation]): Seq[Annotation]

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

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

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

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    Definition Classes
    HasInputAnnotationCols
  47. def getLazyAnnotator: Boolean

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

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    Definition Classes
    Params
  49. final def getOutputCol: String

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

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

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

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    Definition Classes
    Params
  53. def hasParent: Boolean

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    Definition Classes
    Model
  54. def hashCode(): Int

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  57. val inputAnnotatorTypes: Array[String]

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    Definition Classes
    ContextualParserModel → HasInputAnnotationCols
  58. final val inputCols: StringArrayParam

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

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

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

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    Definition Classes
    Params
  62. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  63. val jsonPath: Param[String]

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  64. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy
  65. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  72. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  77. def matchExceptions(token: IndexedToken, sentence: Sentence): Boolean

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  78. def matchPrefixSuffix(token: IndexedToken, sentence: Sentence): Boolean

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  79. def msgHelper(schema: StructType): String

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

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

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

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    Definition Classes
    AnyRef
  83. def onWrite(path: String, spark: SparkSession): Unit

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    Attributes
    protected
    Definition Classes
    ParamsAndFeaturesWritable
  84. val outputAnnotatorType: AnnotatorType

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    Definition Classes
    ContextualParserModel → HasOutputAnnotatorType
  85. final val outputCol: Param[String]

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

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    Definition Classes
    Params
  87. var parent: Estimator[ContextualParserModel]

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    Definition Classes
    Model
  88. val prefixAndSuffixMatch: BooleanParam

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  89. def save(path: String): Unit

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  95. final def set(param: String, value: Any): ContextualParserModel.this.type

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

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    Definition Classes
    Params
  97. def setCaseSensitive(value: Boolean): ContextualParserModel.this.type

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  98. def setContextMatch(value: Boolean): ContextualParserModel.this.type

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  105. def setDictionary(value: Array[Dictionary]): ContextualParserModel.this.type

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  106. def setEntityDefinition(value: EntityDefinition): ContextualParserModel.this.type

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  107. final def setInputCols(value: String*): ContextualParserModel.this.type

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

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    Definition Classes
    HasInputAnnotationCols
  109. def setLazyAnnotator(value: Boolean): ContextualParserModel.this.type

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    Definition Classes
    CanBeLazy
  110. final def setOutputCol(value: String): ContextualParserModel.this.type

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    Definition Classes
    HasOutputAnnotationCol
  111. def setParent(parent: Estimator[ContextualParserModel]): ContextualParserModel

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    Definition Classes
    Model
  112. def setPrefixAndSuffixMatch(value: Boolean): ContextualParserModel.this.type

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

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    Definition Classes
    AnyRef
  114. def toString(): String

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

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

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

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

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

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

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    Definition Classes
    ContextualParserModel → Identifiable
  121. def validate(schema: StructType): Boolean

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

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

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

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

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  126. def write: MLWriter

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    Definition Classes
    ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable

Inherited from Licensed

Inherited from AnnotatorModel[ContextualParserModel]

Inherited from CanBeLazy

Inherited from RawAnnotator[ContextualParserModel]

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from HasOutputAnnotatorType

Inherited from ParamsAndFeaturesWritable

Inherited from HasFeatures

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[ContextualParserModel]

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