Class

com.johnsnowlabs.nlp.training

CoNLL

Related Doc: package training

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case class CoNLL(documentCol: String = "document", sentenceCol: String = "sentence", tokenCol: String = "token", posCol: String = "pos", conllLabelIndex: Int = 3, conllPosIndex: Int = 1, conllTextCol: String = "text", labelCol: String = "label", explodeSentences: Boolean = true) extends Product with Serializable

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Serializable, Serializable, Product, Equals, AnyRef, Any
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Instance Constructors

  1. new CoNLL(documentCol: String = "document", sentenceCol: String = "sentence", tokenCol: String = "token", posCol: String = "pos", conllLabelIndex: Int = 3, conllPosIndex: Int = 1, conllTextCol: String = "text", labelCol: String = "label", explodeSentences: Boolean = true)

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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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  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. val annotationType: ArrayType

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  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def clearTokens(tokens: Array[IndexedTaggedWord]): Array[IndexedTaggedWord]

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  7. def clone(): AnyRef

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

  8. val conllLabelIndex: Int

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  9. val conllPosIndex: Int

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  10. val conllTextCol: String

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  11. val documentCol: String

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

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    Definition Classes
    AnyRef

  13. val explodeSentences: Boolean

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  14. def finalize(): Unit

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

  15. def getAnnotationType(column: String, annotatorType: String, addMetadata: Boolean = true): StructField

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

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    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  18. val labelCol: String

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

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    Definition Classes
    AnyRef

  20. final def notify(): Unit

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    Definition Classes
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  21. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  22. def packAssembly(text: String, isTraining: Boolean = true): Seq[Annotation]

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  23. def packDocs(docs: Seq[CoNLLDocument], spark: SparkSession): Dataset[_]

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  24. def packNerTagged(sentences: Seq[NerTaggedSentence]): Seq[Annotation]

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  25. def packPosTagged(sentences: Seq[TaggedSentence]): Seq[Annotation]

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  26. def packSentence(text: String, sentences: Seq[TaggedSentence]): Seq[Annotation]

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  27. def packTokenized(text: String, sentences: Seq[TaggedSentence]): Seq[Annotation]

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  28. val posCol: String

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  29. def readDataset(spark: SparkSession, path: String, readAs: String = ReadAs.TEXT.toString): Dataset[_]

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  30. def readDatasetFromLines(lines: Array[String], spark: SparkSession): Dataset[_]

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  31. def readDocs(er: ExternalResource): Seq[CoNLLDocument]

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  32. def readLines(lines: Array[String]): Seq[CoNLLDocument]

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  33. def schema: StructType

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  34. val sentenceCol: String

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

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    Definition Classes
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  36. val tokenCol: String

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  37. final def wait(): Unit

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    Definition Classes
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    @throws( ... )

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

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    @throws( ... )

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

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Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

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