Class

org.apache.spark.ml.odkl.UnwrappedStage

IdentityModelTransformer

Related Doc: package UnwrappedStage

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class IdentityModelTransformer[M <: ModelWithSummary[M]] extends PredefinedDataTransformer[M, IdentityModelTransformer[M]]

Model transformer applying transformation only to data, keeping the model unchanged.

Linear Supertypes
PredefinedDataTransformer[M, IdentityModelTransformer[M]], DefaultParamsWritable, MLWritable, ModelTransformer[M, IdentityModelTransformer[M]], Model[IdentityModelTransformer[M]], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. IdentityModelTransformer
  2. PredefinedDataTransformer
  3. DefaultParamsWritable
  4. MLWritable
  5. ModelTransformer
  6. Model
  7. Transformer
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new IdentityModelTransformer(dataTransformer: Transformer)

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  2. new IdentityModelTransformer(uid: String, dataTransformer: Transformer)

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    dataTransformer

    Transformer for data.

Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    protected
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    Params

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

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    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final def clear(param: Param[_]): IdentityModelTransformer.this.type

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    Definition Classes
    Params

  7. def clone(): AnyRef

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

  8. def copy(extra: ParamMap): IdentityModelTransformer[M]

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    Definition Classes
    IdentityModelTransformer → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
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    Params

  10. val dataTransformer: Transformer

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    Transformer for data.

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

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    Attributes
    protected
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    Params

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  15. def explainParams(): String

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    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  18. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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

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

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

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

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  25. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  26. def hasParent: Boolean

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    Definition Classes
    Model

  27. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  28. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
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    Logging

  29. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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  31. final def isInstanceOf[T0]: Boolean

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    Any

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

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  33. def isTraceEnabled(): Boolean

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    protected
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    Logging

  34. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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

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    Logging

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

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    Logging

  41. def logName: String

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    Logging

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

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    Logging

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

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    protected
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    Logging

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

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    Logging

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

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    Attributes
    protected
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    Logging

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

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    Definition Classes
    AnyRef

  47. final def notify(): Unit

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    Definition Classes
    AnyRef

  48. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

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

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    Definition Classes
    Model

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

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    Definition Classes
    ModelTransformer

  52. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

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

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    Attributes
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    Params

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

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

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

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

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    Params

  58. def setParent(parent: Estimator[IdentityModelTransformer[M]]): IdentityModelTransformer[M]

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  60. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    PredefinedDataTransformer → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Definition Classes
    IdentityModelTransformer → ModelTransformer

  65. def transformSchema(schema: StructType): StructType

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    Definition Classes
    PredefinedDataTransformer → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()

  67. val uid: String

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    Definition Classes
    IdentityModelTransformer → PredefinedDataTransformer → Identifiable

  68. final def wait(): Unit

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    AnyRef
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    @throws( ... )

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

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    @throws( ... )

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

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    AnyRef
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    @throws( ... )

  71. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from PredefinedDataTransformer[M, IdentityModelTransformer[M]]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from ModelTransformer[M, IdentityModelTransformer[M]]

Inherited from Model[IdentityModelTransformer[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