Class

com.salesforce.op.stages.impl.feature

DecisionTreeNumericBucketizerModel

Related Doc: package feature

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final class DecisionTreeNumericBucketizerModel[I2 <: OPNumeric[_]] extends BinaryModel[RealNN, I2, OPVector] with AllowLabelAsInput[OPVector]

Linear Supertypes
AllowLabelAsInput[OPVector], BinaryModel[RealNN, I2, OPVector], OpTransformer2[RealNN, I2, OPVector], OpTransformer, OpPipelineStage2[RealNN, I2, OPVector], HasOut[OPVector], HasIn2, HasIn1, OpPipelineStage[OPVector], OpPipelineStageBase, MLWritable, OpPipelineStageParams, InputParams, Model[BinaryModel[RealNN, I2, OPVector]], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. DecisionTreeNumericBucketizerModel
  2. AllowLabelAsInput
  3. BinaryModel
  4. OpTransformer2
  5. OpTransformer
  6. OpPipelineStage2
  7. HasOut
  8. HasIn2
  9. HasIn1
  10. OpPipelineStage
  11. OpPipelineStageBase
  12. MLWritable
  13. OpPipelineStageParams
  14. InputParams
  15. Model
  16. Transformer
  17. PipelineStage
  18. Logging
  19. Params
  20. Serializable
  21. Serializable
  22. Identifiable
  23. AnyRef
  24. Any
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Visibility
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Type Members

  1. final type InputFeatures = (FeatureLike[RealNN], FeatureLike[I2])

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    Definition Classes
    OpPipelineStage2 → OpPipelineStage → InputParams

  2. type KeyValue = (String) ⇒ Any

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    Definition Classes
    OpTransformer

  3. final type OutputFeatures = FeatureLike[OPVector]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    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 checkInputLength(features: Array[_]): Boolean

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    Definition Classes
    OpPipelineStage2 → InputParams

  7. final def checkSerializable: Try[Unit]

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    Definition Classes
    OpTransformer2 → OpPipelineStageBase

  8. final def clear(param: Param[_]): DecisionTreeNumericBucketizerModel.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. final def copy(extra: ParamMap): DecisionTreeNumericBucketizerModel.this.type

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    Definition Classes
    OpPipelineStageBase → Params

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

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    Attributes
    protected
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    Params

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

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    protected
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    Params

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

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    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Params

  16. def explainParams(): String

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    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

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    Params

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

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    Params

  19. def finalize(): Unit

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

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

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    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  23. final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

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    Definition Classes
    InputParams

  24. final def getInputFeatures(): Array[OPFeature]

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    Definition Classes
    InputParams

  25. final def getInputSchema(): StructType

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    Definition Classes
    OpPipelineStageParams

  26. final def getMetadata(): Metadata

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    Definition Classes
    OpPipelineStageParams

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

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    Definition Classes
    Params

  28. def getOutput(): FeatureLike[OPVector]

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    Definition Classes
    HasOut → OpPipelineStageBase

  29. final def getOutputFeatureName: String

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    Definition Classes
    OpPipelineStage

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

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    Definition Classes
    Params

  31. final def getTransientFeature(i: Int): Option[TransientFeature]

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    Definition Classes
    InputParams

  32. final def getTransientFeatures(): Array[TransientFeature]

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    Definition Classes
    InputParams

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

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    Params

  34. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  35. def hasParent: Boolean

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    Definition Classes
    Model

  36. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  37. final def in1: TransientFeature

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    Attributes
    protected
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    HasIn1

  38. final def in2: TransientFeature

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    protected
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    HasIn2

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

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    Attributes
    protected
    Definition Classes
    Logging

  40. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    protected
    Definition Classes
    Logging

  41. final def inputAsArray(in: InputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage2 → InputParams

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

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    Params

  43. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Params

  45. def isTraceEnabled(): Boolean

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    Attributes
    protected
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    Logging

  46. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  53. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    protected
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    Logging

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

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    AnyRef

  59. final def notify(): Unit

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    AnyRef

  60. final def notifyAll(): Unit

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    AnyRef

  61. def onGetMetadata(): Unit

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    Attributes
    protected
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    OpPipelineStageParams

  62. def onSetInput(): Unit

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    Attributes
    protected
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    InputParams

  63. val operationName: String

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    Definition Classes
    BinaryModel → OpPipelineStageBase

  64. final def outputAsArray(out: OutputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

  65. def outputFeatureUid: String

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    Attributes
    protected[com.salesforce.op]
    Definition Classes
    OpPipelineStage2 → OpPipelineStage

  66. def outputIsResponse: Boolean

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    Definition Classes
    AllowLabelAsInput → OpPipelineStage

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

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    Definition Classes
    Params

  68. var parent: Estimator[BinaryModel[RealNN, I2, OPVector]]

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    Definition Classes
    Model

  69. def save(path: String): Unit

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

  70. final def set(paramPair: ParamPair[_]): DecisionTreeNumericBucketizerModel.this.type

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  71. final def set(param: String, value: Any): DecisionTreeNumericBucketizerModel.this.type

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    Params

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

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    Params

  73. final def setDefault(paramPairs: ParamPair[_]*): DecisionTreeNumericBucketizerModel.this.type

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    Params

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

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    Attributes
    protected
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    Params

  75. final def setInput(features: InputFeatures): DecisionTreeNumericBucketizerModel.this.type

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    Definition Classes
    OpPipelineStageBase

  76. final def setInputFeatures[S <: OPFeature](features: Array[S]): DecisionTreeNumericBucketizerModel.this.type

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    Attributes
    protected
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    InputParams

  77. final def setMetadata(m: Metadata): DecisionTreeNumericBucketizerModel.this.type

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    Definition Classes
    OpPipelineStageParams

  78. def setOutputFeatureName(name: String): DecisionTreeNumericBucketizerModel.this.type

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    Definition Classes
    OpPipelineStage

  79. def setParent(parent: Estimator[BinaryModel[RealNN, I2, OPVector]]): BinaryModel[RealNN, I2, OPVector]

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    Definition Classes
    Model

  80. val shouldSplit: Boolean

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  81. val splits: Array[Double]

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  82. final def stageName: String

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    Definition Classes
    OpPipelineStageBase

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

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    Definition Classes
    AnyRef

  84. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  85. val trackInvalid: Boolean

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  86. val trackNulls: Boolean

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

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    Definition Classes
    OpTransformer2 → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  90. def transformFn: (RealNN, I2) ⇒ OPVector

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    Definition Classes
    DecisionTreeNumericBucketizerModel → OpTransformer2

  91. lazy val transformKeyValue: (KeyValue) ⇒ Any

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    Definition Classes
    OpTransformer2 → OpTransformer

  92. def transformMap: (Map[String, Any]) ⇒ Any

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    Definition Classes
    OpTransformer

  93. def transformRow: (Row) ⇒ Any

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    Definition Classes
    OpTransformer

  94. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    OpPipelineStageBase

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

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()

  96. implicit val tti1: scala.reflect.api.JavaUniverse.TypeTag[RealNN]

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    Definition Classes
    BinaryModel → OpTransformer2

  97. implicit val tti2: scala.reflect.api.JavaUniverse.TypeTag[I2]

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    Definition Classes
    BinaryModel → OpTransformer2

  98. implicit val tto: scala.reflect.api.JavaUniverse.TypeTag[OPVector]

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    Definition Classes
    BinaryModel → HasOut

  99. implicit val ttov: scala.reflect.api.JavaUniverse.TypeTag[Value]

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    Definition Classes
    BinaryModel → HasOut

  100. val uid: String

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    Definition Classes
    BinaryModel → Identifiable

  101. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    Annotations
    @throws( ... )

  104. final def write: MLWriter

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    Definition Classes
    OpPipelineStageBase → MLWritable

Inherited from AllowLabelAsInput[OPVector]

Inherited from BinaryModel[RealNN, I2, OPVector]

Inherited from OpTransformer2[RealNN, I2, OPVector]

Inherited from OpTransformer

Inherited from OpPipelineStage2[RealNN, I2, OPVector]

Inherited from HasOut[OPVector]

Inherited from HasIn2

Inherited from HasIn1

Inherited from OpPipelineStage[OPVector]

Inherited from OpPipelineStageBase

Inherited from MLWritable

Inherited from OpPipelineStageParams

Inherited from InputParams

Inherited from Model[BinaryModel[RealNN, I2, OPVector]]

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