Class/Object

com.johnsnowlabs.nlp

DocumentAssembler

Related Docs: object DocumentAssembler | package nlp

Permalink

class DocumentAssembler extends Transformer with DefaultParamsWritable with HasAnnotatorType with HasOutputAnnotationCol

Created by saif on 06/07/17.

Linear Supertypes
HasOutputAnnotationCol, HasAnnotatorType, DefaultParamsWritable, MLWritable, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. DocumentAssembler
  2. HasOutputAnnotationCol
  3. HasAnnotatorType
  4. DefaultParamsWritable
  5. MLWritable
  6. Transformer
  7. PipelineStage
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new DocumentAssembler()

    Permalink
  2. new DocumentAssembler(uid: String)

    Permalink

Type Members

  1. type AnnotatorType = String

    Permalink
    Definition Classes
    HasAnnotatorType

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 $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  5. val annotatorType: AnnotatorType

    Permalink
    Definition Classes
    DocumentAssemblerHasAnnotatorType
  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  7. final def clear(param: Param[_]): DocumentAssembler.this.type

    Permalink
    Definition Classes
    Params
  8. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. def copy(extra: ParamMap): Transformer

    Permalink
    Definition Classes
    DocumentAssembler → Transformer → PipelineStage → Params
  10. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  12. final def eq(arg0: AnyRef): Boolean

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

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

    Permalink
    Definition Classes
    Params
  15. def explainParams(): String

    Permalink
    Definition Classes
    Params
  16. final def extractParamMap(): ParamMap

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

    Permalink
    Definition Classes
    Params
  18. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  19. final def get[T](param: Param[T]): Option[T]

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

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

    Permalink
    Definition Classes
    Params
  22. def getIdCol: String

    Permalink
  23. def getInputCol: String

    Permalink
  24. def getMetadataCol: String

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

    Permalink
    Definition Classes
    Params
  26. final def getOutputCol: String

    Permalink

    Gets annotation column name going to generate

    Gets annotation column name going to generate

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

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

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

    Permalink
    Definition Classes
    Params
  30. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  31. val idCol: Param[String]

    Permalink
  32. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  34. val inputCol: Param[String]

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

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

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

    Permalink
    Definition Classes
    Params
  38. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  39. def log: Logger

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  46. def logName: String

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  51. val metadataCol: Param[String]

    Permalink
  52. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  53. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  54. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  55. final val outputCol: Param[String]

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

    Permalink
    Definition Classes
    Params
  57. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  58. final def set(paramPair: ParamPair[_]): DocumentAssembler.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  59. final def set(param: String, value: Any): DocumentAssembler.this.type

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

    Permalink
    Definition Classes
    Params
  61. final def setDefault(paramPairs: ParamPair[_]*): DocumentAssembler.this.type

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  63. def setIdCol(value: String): DocumentAssembler.this.type

    Permalink
  64. def setInputCol(value: String): DocumentAssembler.this.type

    Permalink
  65. def setMetadataCol(value: String): DocumentAssembler.this.type

    Permalink
  66. final def setOutputCol(value: String): DocumentAssembler.this.type

    Permalink

    Overrides annotation column name when transforming

    Overrides annotation column name when transforming

    Definition Classes
    HasOutputAnnotationCol
  67. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  68. def toString(): String

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

    Permalink
    Definition Classes
    DocumentAssembler → Transformer
  70. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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

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

    Permalink

    requirement for pipeline transformation validation.

    requirement for pipeline transformation validation. It is called on fit()

    Definition Classes
    DocumentAssembler → PipelineStage
  73. def transformSchema(schema: StructType, logging: Boolean): StructType

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

    Permalink
    Definition Classes
    DocumentAssembler → Identifiable
  75. final def wait(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  78. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from HasOutputAnnotationCol

Inherited from HasAnnotatorType

Inherited from DefaultParamsWritable

Inherited from MLWritable

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