org.apache.spark.ml.odkl.UnwrappedStage

CachingTransformer

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
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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
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Visibility
  1. Public
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Instance Constructors

  1. new CachingTransformer()

  2. new CachingTransformer(uid: String)

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def $[T](param: Param[T]): T

    Attributes
    protected
    Definition Classes
    Params

  5. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  8. def cacheRdd: BooleanParam

  9. final def clear(param: Param[_]): CachingTransformer.this.type

    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. def copy(extra: ParamMap): CachingTransformer[M]

    Definition Classes
    ModelTransformer → Model → Transformer → PipelineStage → Params

  12. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params

  13. final def defaultCopy[T <: Params](extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  16. def explainParam(param: Param[_]): String

    Definition Classes
    Params

  17. def explainParams(): String

    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

    Definition Classes
    Params

  19. final def extractParamMap(extra: ParamMap): ParamMap

    Definition Classes
    Params

  20. def finalize(): Unit

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

  21. final def get[T](param: Param[T]): Option[T]

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

  23. final def getDefault[T](param: Param[T]): Option[T]

    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Definition Classes
    Params

  27. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  28. def hasParent: Boolean

    Definition Classes
    Model

  29. def hashCode(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  31. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    Params

  33. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  34. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  41. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  46. def materializeCached: BooleanParam

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

    Definition Classes
    AnyRef

  48. final def notify(): Unit

    Definition Classes
    AnyRef

  49. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    Params

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

    Definition Classes
    Model

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

    Definition Classes
    CachingTransformer → ModelTransformer

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Params

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

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

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

    Definition Classes
    Model

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

  62. def storageLevel: Param[StorageLevel]

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

    Definition Classes
    AnyRef

  64. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  65. def transform(dataset: DataFrame): DataFrame

    Definition Classes
    CachingTransformer → Transformer

  66. def transform(dataset: DataFrame, paramMap: ParamMap): DataFrame

    Definition Classes
    Transformer

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

    Definition Classes
    Transformer
    Annotations
    @varargs()

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

    Definition Classes
    CachingTransformer → ModelTransformer

  69. def transformSchema(schema: StructType): StructType

    Definition Classes
    CachingTransformer → PipelineStage
    Annotations
    @DeveloperApi()

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

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  71. val uid: String

    Definition Classes
    CachingTransformer → Identifiable

  72. def validateParams(): Unit

    Definition Classes
    Params

  73. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    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