Class/Object

com.johnsnowlabs.nlp.annotators.merge

ChunkMergeModel

Related Docs: object ChunkMergeModel | package merge

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class ChunkMergeModel extends AnnotatorModel[ChunkMergeModel] with Licensed

Merges entities coming from different CHUNK annotations

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

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  2. new ChunkMergeModel(uid: String)

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    uid

    a unique identifier for the instanced AnnotatorModel

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

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    annotations

    a Sequence of chunks to merge

    returns

    a Sequence of Merged CHUNK Annotations

    Definition Classes
    ChunkMergeModel → 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. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols

  15. final def clear(param: Param[_]): ChunkMergeModel.this.type

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    Definition Classes
    Params

  16. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  17. def copy(extra: ParamMap): ChunkMergeModel

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    Definition Classes
    RawAnnotator → Model → Transformer → PipelineStage → Params

  18. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  19. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  20. def dfAnnotate: UserDefinedFunction

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    Attributes
    protected
    Definition Classes
    AnnotatorModel

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

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    Definition Classes
    AnyRef

  22. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  23. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  24. def explainParams(): String

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    Definition Classes
    Params

  25. def extraValidate(structType: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator

  26. def extraValidateMsg: String

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    Attributes
    protected
    Definition Classes
    RawAnnotator

  27. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  28. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  29. val falsePositives: ArrayFeature[(String, String, String)]

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  30. lazy val falsePositivesArray: Array[(String, String, String)]

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  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. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  39. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  40. def getFalsePositives: Array[(String, String, String)]

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  41. def getInputCols: Array[String]

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    Definition Classes
    HasInputAnnotationCols

  42. def getLazyAnnotator: Boolean

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    Definition Classes
    CanBeLazy

  43. def getMergeOverlapping: Boolean

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  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. def getReplaceDict: Map[String, String]

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  48. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  49. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  50. def hasParent: Boolean

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    Definition Classes
    Model

  51. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  52. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  53. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  54. val inputAnnotatorTypes: Array[AnnotatorType]

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    Definition Classes
    ChunkMergeModel → HasInputAnnotationCols

  55. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols

  56. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  57. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  58. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  59. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  60. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy

  61. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  62. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  63. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  64. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  65. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  66. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  67. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  68. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  69. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  70. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  71. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  72. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  73. val mergeOverlapping: BooleanParam

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    whether to merge overlapping matched chunks.

    whether to merge overlapping matched chunks. Defaults to true

  74. def msgHelper(schema: StructType): String

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols

  75. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  76. final def notify(): Unit

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    Definition Classes
    AnyRef

  77. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  78. def onWrite(path: String, spark: SparkSession): Unit

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    Attributes
    protected
    Definition Classes
    ParamsAndFeaturesWritable

  79. val outputAnnotatorType: AnnotatorType

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    Definition Classes
    ChunkMergeModel → HasOutputAnnotatorType

  80. final val outputCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasOutputAnnotationCol

  81. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  82. var parent: Estimator[ChunkMergeModel]

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    Definition Classes
    Model

  83. val possibleEntityFields: Array[String]

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  84. val replaceDict: MapFeature[String, String]

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  85. lazy val replaceDictMap: Map[String, String]

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  86. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  87. def set[T](feature: StructFeature[T], value: T): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures

  88. def set[K, V](feature: MapFeature[K, V], value: Map[K, V]): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures

  89. def set[T](feature: SetFeature[T], value: Set[T]): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures

  90. def set[T](feature: ArrayFeature[T], value: Array[T]): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures

  91. final def set(paramPair: ParamPair[_]): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  92. final def set(param: String, value: Any): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  93. final def set[T](param: Param[T], value: T): ChunkMergeModel.this.type

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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    HasFeatures

  95. def setDefault[K, V](feature: MapFeature[K, V], value: () ⇒ Map[K, V]): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures

  96. def setDefault[T](feature: SetFeature[T], value: () ⇒ Set[T]): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures

  97. def setDefault[T](feature: ArrayFeature[T], value: () ⇒ Array[T]): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures

  98. final def setDefault(paramPairs: ParamPair[_]*): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  99. final def setDefault[T](param: Param[T], value: T): ChunkMergeModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  100. def setFalsePositives(value: Array[(String, String, String)]): ChunkMergeModel.this.type

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  101. final def setInputCols(value: String*): ChunkMergeModel.this.type

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    Definition Classes
    HasInputAnnotationCols

  102. final def setInputCols(value: Array[String]): ChunkMergeModel.this.type

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    Definition Classes
    HasInputAnnotationCols

  103. def setLazyAnnotator(value: Boolean): ChunkMergeModel.this.type

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    Definition Classes
    CanBeLazy

  104. def setMergeOverlapping(v: Boolean): ChunkMergeModel.this.type

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  105. final def setOutputCol(value: String): ChunkMergeModel.this.type

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    Definition Classes
    HasOutputAnnotationCol

  106. def setParent(parent: Estimator[ChunkMergeModel]): ChunkMergeModel

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    Definition Classes
    Model

  107. def setReplaceDict(value: Map[String, String]): ChunkMergeModel.this.type

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

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    Definition Classes
    AnyRef

  109. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  110. final def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    AnnotatorModel → Transformer

  111. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  112. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  113. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    RawAnnotator → PipelineStage

  114. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  115. val uid: String

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    a unique identifier for the instanced AnnotatorModel

    a unique identifier for the instanced AnnotatorModel

    Definition Classes
    ChunkMergeModel → Identifiable

  116. def validate(schema: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator

  117. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  118. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  119. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  120. def wrapColumnMetadata(col: Column): Column

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    Attributes
    protected
    Definition Classes
    RawAnnotator

  121. def write: MLWriter

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    Definition Classes
    ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable

Inherited from Licensed

Inherited from AnnotatorModel[ChunkMergeModel]

Inherited from CanBeLazy

Inherited from RawAnnotator[ChunkMergeModel]

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from HasOutputAnnotatorType

Inherited from ParamsAndFeaturesWritable

Inherited from HasFeatures

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[ChunkMergeModel]

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

param

Ungrouped