Class

com.johnsnowlabs.nlp

RecursivePipeline

Related Doc: package nlp

Permalink

class RecursivePipeline extends Pipeline

Linear Supertypes
Pipeline, MLWritable, Estimator[PipelineModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. RecursivePipeline
  2. Pipeline
  3. MLWritable
  4. Estimator
  5. PipelineStage
  6. Logging
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new RecursivePipeline(pipeline: Pipeline)

    Permalink
  2. new RecursivePipeline(uid: String)

    Permalink
  3. new RecursivePipeline()

    Permalink
  4. new RecursivePipeline(uid: String, baseStages: Array[PipelineStage])

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

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

    Permalink
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0

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

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

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

    Permalink
    Definition Classes
    Pipeline → Estimator → PipelineStage → Params
    Annotations
    @Since( "1.4.0" )
  9. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. def fit(dataset: Dataset[_]): PipelineModel

    Permalink

    Code Duplication for Spark ML.

    Code Duplication for Spark ML. This is not a good practice, but stages logic is tightly coupled on fit and PipelineModel is private[ml]

    Definition Classes
    RecursivePipeline → Pipeline → Estimator
  19. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[PipelineModel]

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  20. def fit(dataset: Dataset[_], paramMap: ParamMap): PipelineModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  21. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): PipelineModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  22. final def get[T](param: Param[T]): Option[T]

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

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

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

    Permalink
    Definition Classes
    Params
  26. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params
  27. def getStages: Array[PipelineStage]

    Permalink
    Definition Classes
    Pipeline
    Annotations
    @Since( "1.2.0" )
  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. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  33. final def isDefined(param: Param[_]): Boolean

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  49. final def ne(arg0: AnyRef): Boolean

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

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

    Permalink
    Definition Classes
    AnyRef
  52. lazy val params: Array[Param[_]]

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  59. def setStages(value: Array[_ <: PipelineStage]): RecursivePipeline.this.type

    Permalink
    Definition Classes
    Pipeline
    Annotations
    @Since( "1.2.0" )
  60. val stages: Param[Array[PipelineStage]]

    Permalink
    Definition Classes
    Pipeline
    Annotations
    @Since( "1.2.0" )
  61. final def synchronized[T0](arg0: ⇒ T0): T0

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

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any
  63. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    Pipeline → PipelineStage
    Annotations
    @Since( "1.2.0" )
  64. def transformSchema(schema: StructType, logging: Boolean): StructType

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

    Permalink
    Definition Classes
    RecursivePipeline → Pipeline → Identifiable
  66. final def wait(): Unit

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

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

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

    Permalink
    Definition Classes
    Pipeline → MLWritable
    Annotations
    @Since( "1.6.0" )

Inherited from Pipeline

Inherited from MLWritable

Inherited from Estimator[PipelineModel]

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