Class

org.apache.spark.ml.odkl.UnwrappedStage

CachingTransformer

Related Doc: package UnwrappedStage

Permalink

class CachingTransformer[M <: ModelWithSummary[M]] extends Model[CachingTransformer[M]] with ModelTransformer[M, CachingTransformer[M]]

Utility used to inject caching.

Linear Supertypes
ModelTransformer[M, CachingTransformer[M]], Model[CachingTransformer[M]], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. CachingTransformer
  2. ModelTransformer
  3. Model
  4. Transformer
  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 CachingTransformer()

    Permalink

  2. new CachingTransformer(uid: String)

    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. def cacheRdd: BooleanParam

    Permalink

  7. final def clear(param: Param[_]): CachingTransformer.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): CachingTransformer[M]

    Permalink
    Definition Classes
    ModelTransformer → Model → 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. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  23. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  25. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  26. def hasParent: Boolean

    Permalink
    Definition Classes
    Model

  27. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  28. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    Params

  30. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  31. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  32. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  33. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  34. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  35. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  36. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  37. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  38. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  39. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  40. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  41. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  42. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  43. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  44. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  45. def materializeCached: BooleanParam

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  47. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  48. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  49. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  50. var parent: Estimator[CachingTransformer[M]]

    Permalink
    Definition Classes
    Model

  51. def release(originalData: DataFrame, transformedData: DataFrame): Unit

    Permalink
    Definition Classes
    CachingTransformer → ModelTransformer

  52. final def set(paramPair: ParamPair[_]): CachingTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  53. final def set(param: String, value: Any): CachingTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  54. final def set[T](param: Param[T], value: T): CachingTransformer.this.type

    Permalink
    Definition Classes
    Params

  55. def setCacheRdd(value: Boolean = true): CachingTransformer.this.type

    Permalink

  56. final def setDefault(paramPairs: ParamPair[_]*): CachingTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  57. final def setDefault[T](param: Param[T], value: T): CachingTransformer.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  58. def setMaterializeCached(value: Boolean = true): CachingTransformer.this.type

    Permalink

  59. def setParent(parent: Estimator[CachingTransformer[M]]): CachingTransformer[M]

    Permalink
    Definition Classes
    Model

  60. def setStorageLevel(value: StorageLevel): CachingTransformer.this.type

    Permalink

  61. def storageLevel: Param[StorageLevel]

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  63. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Definition Classes
    CachingTransformer → Transformer

  65. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  66. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  67. def transformModel(model: M, originalData: DataFrame): M

    Permalink
    Definition Classes
    CachingTransformer → ModelTransformer

  68. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    CachingTransformer → PipelineStage
    Annotations
    @DeveloperApi()

  69. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  70. val uid: String

    Permalink
    Definition Classes
    CachingTransformer → Identifiable

  71. final def wait(): Unit

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

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

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

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

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

Inherited from ModelTransformer[M, CachingTransformer[M]]

Inherited from Model[CachingTransformer[M]]

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