Class/Object

com.johnsnowlabs.nlp.annotators.spell.context

ContextSpellCheckerModel

Related Docs: object ContextSpellCheckerModel | package context

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class ContextSpellCheckerModel extends AnnotatorModel[ContextSpellCheckerModel] with ReadTensorflowModel with WeightedLevenshtein with WriteTensorflowModel with ParamsAndFeaturesWritable with HasTransducerFeatures with Licensed

Linear Supertypes
Licensed, HasTransducerFeatures, WriteTensorflowModel, WeightedLevenshtein, ReadTensorflowModel, AnnotatorModel[ContextSpellCheckerModel], CanBeLazy, RawAnnotator[ContextSpellCheckerModel], HasOutputAnnotationCol, HasInputAnnotationCols, HasOutputAnnotatorType, ParamsAndFeaturesWritable, HasFeatures, DefaultParamsWritable, MLWritable, Model[ContextSpellCheckerModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. ContextSpellCheckerModel
  2. Licensed
  3. HasTransducerFeatures
  4. WriteTensorflowModel
  5. WeightedLevenshtein
  6. ReadTensorflowModel
  7. AnnotatorModel
  8. CanBeLazy
  9. RawAnnotator
  10. HasOutputAnnotationCol
  11. HasInputAnnotationCols
  12. HasOutputAnnotatorType
  13. ParamsAndFeaturesWritable
  14. HasFeatures
  15. DefaultParamsWritable
  16. MLWritable
  17. Model
  18. Transformer
  19. PipelineStage
  20. Logging
  21. Params
  22. Serializable
  23. Serializable
  24. Identifiable
  25. AnyRef
  26. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ContextSpellCheckerModel()

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  2. new ContextSpellCheckerModel(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

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 $$(feature: TransducerSeqFeature): Seq[SpecialClassParser]

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    Attributes
    protected
    Definition Classes
    HasTransducerFeatures
  5. def $$(feature: TransducerFeature): ITransducer[Candidate]

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    Attributes
    protected
    Definition Classes
    HasTransducerFeatures
  6. def $$[T](feature: StructFeature[T]): T

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    Attributes
    protected
    Definition Classes
    HasFeatures
  7. def $$[K, V](feature: MapFeature[K, V]): Map[K, V]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  8. def $$[T](feature: SetFeature[T]): Set[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  9. def $$[T](feature: ArrayFeature[T]): Array[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  10. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  11. def _transform(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): DataFrame

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  12. def afterAnnotate(dataset: DataFrame): DataFrame

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  13. def annotate(annotations: Seq[Annotation]): Seq[Annotation]

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    takes a document and annotations and produces new annotations of this annotator's annotation type

    takes a document and annotations and produces new annotations of this annotator's annotation type

    annotations

    Annotations that correspond to inputAnnotationCols generated by previous annotators if any

    returns

    any number of annotations processed for every input annotation. Not necessary one to one relationship

    Definition Classes
    ContextSpellCheckerModel → AnnotatorModel
  14. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  15. def backTrack(dist: Array[Array[Float]], s2: String, s1: String, j: Int, i: Int, acc: Seq[(String, String)]): Seq[(String, String)]

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    Definition Classes
    WeightedLevenshtein
  16. def beforeAnnotate(dataset: Dataset[_]): Dataset[_]

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

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  18. val classes: MapFeature[Int, (Int, Int)]

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  19. final def clear(param: Param[_]): ContextSpellCheckerModel.this.type

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    Definition Classes
    Params
  20. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  21. def computeTrellis(annotations: Seq[Annotation]): Array[Array[(String, Double, String)]]

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  22. val configProtoBytes: IntArrayParam

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  23. def copy(extra: ParamMap): ContextSpellCheckerModel

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

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    Attributes
    protected
    Definition Classes
    Params
  25. def decodeViterbi(trellis: Array[Array[(String, Double, String)]]): (Array[String], Double)

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

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    Attributes
    protected
    Definition Classes
    Params
  27. def dfAnnotate: UserDefinedFunction

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  28. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  31. def explainParams(): String

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

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  33. def extraValidateMsg: String

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

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

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

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    Definition Classes
    HasFeatures
  37. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  38. val gamma: FloatParam

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  39. def get(feature: TransducerSeqFeature): Option[Seq[SpecialClassParser]]

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    Attributes
    protected
    Definition Classes
    HasTransducerFeatures
  40. def get(feature: TransducerFeature): Option[ITransducer[Candidate]]

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    Attributes
    protected
    Definition Classes
    HasTransducerFeatures
  41. def get[T](feature: StructFeature[T]): Option[T]

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

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

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

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

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

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    Definition Classes
    AnyRef → Any
  47. def getClassCandidates(transducer: ITransducer[Candidate], token: String, label: String, maxDist: Int, limit: Int = 2): Seq[(String, String, Float)]

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  48. def getConfigProtoBytes: Option[Array[Byte]]

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

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

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    Definition Classes
    HasInputAnnotationCols
  51. def getLazyAnnotator: Boolean

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    Definition Classes
    CanBeLazy
  52. def getModelIfNotSet: TensorflowSpell

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  53. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  54. final def getOutputCol: String

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

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    Definition Classes
    Params
  56. def getVocabCandidates(trans: ITransducer[Candidate], token: String, maxDist: Int): List[(String, String, Float)]

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

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

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    Definition Classes
    Params
  59. def hasParent: Boolean

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    Definition Classes
    Model
  60. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  61. val idsVocab: MapFeature[Int, String]

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

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

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

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    Annotator reference id.

    Annotator reference id. Used to identify elements in metadata or to refer to this annotator type

    Definition Classes
    ContextSpellCheckerModel → HasInputAnnotationCols
  65. final val inputCols: StringArrayParam

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

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

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

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    Definition Classes
    Params
  69. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  70. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy
  71. def learnDist(s1: String, s2: String): Seq[(String, String)]

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    Definition Classes
    WeightedLevenshtein
  72. def levenshteinDist(s11: String, s22: String)(cost: (String, String) ⇒ Float): Float

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    Definition Classes
    WeightedLevenshtein
  73. def loadWeights(filename: String): Map[String, Map[String, Float]]

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    Definition Classes
    WeightedLevenshtein
  74. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  81. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  86. val maxCandidates: IntParam

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  87. val maxWindowLen: IntParam

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  88. def msgHelper(schema: StructType): String

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

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

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

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

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    Definition Classes
    ContextSpellCheckerModel → ParamsAndFeaturesWritable
  93. val outputAnnotatorType: AnnotatorType

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    Definition Classes
    ContextSpellCheckerModel → HasOutputAnnotatorType
  94. final val outputCol: Param[String]

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

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    Definition Classes
    Params
  96. var parent: Estimator[ContextSpellCheckerModel]

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    Definition Classes
    Model
  97. def readModel(path: String, spark: SparkSession, suffix: String, useBundle: Boolean): ContextSpellCheckerModel.this.type

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  98. def readTensorflowChkPoints(path: String, spark: SparkSession, suffix: String, zipped: Boolean, tags: Array[String], initAllTables: Boolean): TensorflowWrapper

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    Definition Classes
    ReadTensorflowModel
  99. def readTensorflowHub(path: String, spark: SparkSession, suffix: String, zipped: Boolean, useBundle: Boolean, tags: Array[String]): TensorflowWrapper

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    Definition Classes
    ReadTensorflowModel
  100. def readTensorflowModel(path: String, spark: SparkSession, suffix: String, zipped: Boolean, useBundle: Boolean, tags: Array[String], initAllTables: Boolean): TensorflowWrapper

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    Definition Classes
    ReadTensorflowModel
  101. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  102. def set(feature: TransducerSeqFeature, value: Seq[SpecialClassParser]): ContextSpellCheckerModel.this.type

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    Attributes
    protected
    Definition Classes
    HasTransducerFeatures
  103. def set(feature: TransducerFeature, value: ITransducer[Candidate]): ContextSpellCheckerModel.this.type

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    Attributes
    protected
    Definition Classes
    HasTransducerFeatures
  104. def set[T](feature: StructFeature[T], value: T): ContextSpellCheckerModel.this.type

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

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

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

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

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

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

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    Definition Classes
    Params
  111. def setClasses(c: Map[Int, (Int, Int)]): ContextSpellCheckerModel.this.type

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  112. def setConfigProtoBytes(bytes: Array[Int]): ContextSpellCheckerModel

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  113. def setDefault(feature: TransducerSeqFeature, value: () ⇒ Seq[SpecialClassParser]): ContextSpellCheckerModel.this.type

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    Attributes
    protected
    Definition Classes
    HasTransducerFeatures
  114. def setDefault(feature: TransducerFeature, value: () ⇒ ITransducer[Candidate]): ContextSpellCheckerModel.this.type

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    Attributes
    protected
    Definition Classes
    HasTransducerFeatures
  115. def setDefault[T](feature: StructFeature[T], value: () ⇒ T): ContextSpellCheckerModel.this.type

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  121. def setGamma(g: Float): ContextSpellCheckerModel.this.type

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  122. final def setInputCols(value: String*): ContextSpellCheckerModel.this.type

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

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    Definition Classes
    HasInputAnnotationCols
  124. def setLazyAnnotator(value: Boolean): ContextSpellCheckerModel.this.type

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    Definition Classes
    CanBeLazy
  125. def setMaxWindowLen(w: Int): ContextSpellCheckerModel.this.type

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  126. def setModelIfNotSet(spark: SparkSession, tensorflow: TensorflowWrapper): ContextSpellCheckerModel.this.type

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  127. final def setOutputCol(value: String): ContextSpellCheckerModel.this.type

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    Definition Classes
    HasOutputAnnotationCol
  128. def setParent(parent: Estimator[ContextSpellCheckerModel]): ContextSpellCheckerModel

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    Definition Classes
    Model
  129. def setSpecialClassesTransducers(transducers: Seq[SpecialClassParser]): ContextSpellCheckerModel.this.type

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  130. def setTradeOff(lambda: Float): ContextSpellCheckerModel.this.type

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  131. def setUseNewLines(useIt: Boolean): ContextSpellCheckerModel.this.type

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  132. def setVocabFreq(v: Map[String, Double]): ContextSpellCheckerModel.this.type

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  133. def setVocabIds(v: Map[String, Int]): ContextSpellCheckerModel.this.type

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  134. def setVocabTransducer(trans: ITransducer[Candidate]): ContextSpellCheckerModel.this.type

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  135. def setWeights(w: Map[String, Map[String, Float]]): ContextSpellCheckerModel.this.type

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  136. def setWordMaxDist(k: Int): ContextSpellCheckerModel.this.type

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  137. val specialTransducers: TransducerSeqFeature

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

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    Definition Classes
    AnyRef
  139. val tfFile: String

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    Definition Classes
    ContextSpellCheckerModel → ReadTensorflowModel
  140. def toOption(boolean: Boolean): Option[Boolean]

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  141. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  142. val tradeoff: FloatParam

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  143. val transducer: TransducerFeature

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

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

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

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

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

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

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    Definition Classes
    ContextSpellCheckerModel → Identifiable
  150. val useNewLines: BooleanParam

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  151. def validate(schema: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  152. val vocabFreq: MapFeature[String, Double]

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  153. val vocabIds: MapFeature[String, Int]

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  154. def wLevenshteinDist(s1: String, s2: String, weights: Map[String, Map[String, Float]]): Float

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    Definition Classes
    WeightedLevenshtein
  155. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  158. val weights: MapFeature[String, Map[String, Float]]

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  159. val wordMaxDistance: IntParam

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  160. def wrapColumnMetadata(col: Column): Column

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  161. def write: MLWriter

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    Definition Classes
    ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable
  162. def writeTensorflowHub(path: String, tfPath: String, spark: SparkSession, suffix: String): Unit

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    Definition Classes
    WriteTensorflowModel
  163. def writeTensorflowModel(path: String, spark: SparkSession, tensorflow: TensorflowWrapper, suffix: String, filename: String, configProtoBytes: Option[Array[Byte]]): Unit

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    Definition Classes
    WriteTensorflowModel

Inherited from Licensed

Inherited from HasTransducerFeatures

Inherited from WriteTensorflowModel

Inherited from WeightedLevenshtein

Inherited from ReadTensorflowModel

Inherited from AnnotatorModel[ContextSpellCheckerModel]

Inherited from CanBeLazy

Inherited from RawAnnotator[ContextSpellCheckerModel]

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from HasOutputAnnotatorType

Inherited from ParamsAndFeaturesWritable

Inherited from HasFeatures

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[ContextSpellCheckerModel]

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