Class

com.johnsnowlabs.nlp.training

CoNLL

Related Doc: package training

Permalink

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

Linear Supertypes
Serializable, Serializable, Product, Equals, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. CoNLL
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. AnyRef
  7. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

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)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    AnyRef → Any

  4. val annotationType: ArrayType

    Permalink

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

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

    Permalink

  7. def clone(): AnyRef

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

  8. val conllLabelIndex: Int

    Permalink

  9. val conllPosIndex: Int

    Permalink

  10. val conllTextCol: String

    Permalink

  11. val documentCol: String

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  13. val explodeSentences: Boolean

    Permalink

  14. def finalize(): Unit

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

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

    Permalink

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

    Permalink
    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  18. val labelCol: String

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  20. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  21. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

  28. val posCol: String

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

  33. def schema: StructType

    Permalink

  34. val sentenceCol: String

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  36. val tokenCol: String

    Permalink

  37. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped