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com.microsoft.azure.synapse.ml.vw

VowpalWabbitContextualBanditBase

trait VowpalWabbitContextualBanditBase extends VowpalWabbitBaseSpark

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  2. By Inheritance
Inherited
  1. VowpalWabbitContextualBanditBase
  2. VowpalWabbitBaseSpark
  3. HasAdditionalFeatures
  4. HasFeaturesCol
  5. HasWeightCol
  6. HasLabelCol
  7. VowpalWabbitBaseLearner
  8. VowpalWabbitBase
  9. Logging
  10. ComplexParamsWritable
  11. MLWritable
  12. Wrappable
  13. DotnetWrappable
  14. RWrappable
  15. PythonWrappable
  16. BaseWrappable
  17. Params
  18. Serializable
  19. Serializable
  20. Identifiable
  21. AnyRef
  22. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class SpecificParamAppender extends AnyRef
    Definition Classes
    VowpalWabbitBase
  2. type VowpalWabbitLabelSetFunc = (Row, VowpalWabbitExample) ⇒ Unit
    Definition Classes
    VowpalWabbitBaseSpark

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  6. val additionalSharedFeatures: StringArrayParam
  7. def appendExtraParams(sb: ParamsStringBuilder): ParamsStringBuilder

    Override to add parameters specific to subclass.

    Override to add parameters specific to subclass.

    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  8. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  9. def buildCommandLineArguments(vwArgs: String, contextArgs: ⇒ String = ""): String
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  10. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. final def clear(param: Param[_]): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    Params
  12. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  13. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  16. def createLabelSetter(schema: StructType): VowpalWabbitLabelSetFunc
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseSpark
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  19. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  35. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  36. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  37. def executeWithVowpalWabbit[T](block: (VowpalWabbitNative) ⇒ T): T

    wrap the block w/ a VW instance that will be closed when the block is done.

    wrap the block w/ a VW instance that will be closed when the block is done.

    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  38. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  39. def explainParams(): String
    Definition Classes
    Params
  40. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  41. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  42. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  43. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  44. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  45. def getAdditionalColumns: Seq[String]
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseSpark
  46. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  47. def getAdditionalSharedFeatures: Array[String]
  48. def getAsFloat(schema: StructType, idx: Int): (Row) ⇒ Float
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseLearner
  49. def getAsInt(schema: StructType, idx: Int): (Row) ⇒ Int
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseLearner
  50. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  51. def getCommandLineArgs: ParamsStringBuilder
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  52. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  53. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  54. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  55. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  56. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  57. def getInputColumns: Seq[String]
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseSpark → VowpalWabbitBase
  58. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  59. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  60. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  61. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  62. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  63. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  64. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  65. def getNumSyncsPerPass: Int
    Definition Classes
    VowpalWabbitBase
  66. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  67. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  68. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  69. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  70. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  71. def getPredictionIdCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  72. def getSharedCol: String
  73. def getSplitCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  74. def getSplitColValues: Array[String]
    Definition Classes
    VowpalWabbitBaseLearner
  75. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  76. def getWeightCol: String

    Definition Classes
    HasWeightCol
  77. def getWeightGetter(schema: StructType): (Row) ⇒ Float

    default weight to 1 if not provided

    default weight to 1 if not provided

    schema

    the schema to fetch weight from

    returns

    an accessor method used to fetch the weight

    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseSpark
  78. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  79. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  80. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  81. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  82. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  83. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  84. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  85. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def interPassSyncSchedule(df: DataFrame): VowpalWabbitSyncSchedule

    initialize sync schedule.

    initialize sync schedule. this might trigger computation (e.g. number of rows per partition)

    df

    the input dataframe used to compute the schedules' steps

    returns

    the synchronization schedule

    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
    Note

    this is supposed to be executed on the driver

  87. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  88. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  89. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  90. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  91. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  92. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  93. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  94. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  95. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  96. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  97. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  98. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  101. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  102. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  103. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  104. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  105. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  109. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  110. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  111. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  112. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  113. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  114. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  115. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  116. val numSyncsPerPass: IntParam
    Definition Classes
    VowpalWabbitBase
  117. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  118. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  119. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  120. val predictionIdCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  121. def prepareDataSet(dataset: Dataset[_]): DataFrame
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  122. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  123. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  124. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  125. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  126. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  127. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  128. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  129. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    VowpalWabbitContextualBanditBase → VowpalWabbitBase → PythonWrappable
  130. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  131. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  132. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  133. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  134. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  135. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  136. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  137. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  138. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  139. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  140. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  141. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  142. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  143. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  144. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  145. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  146. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  147. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  148. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  149. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  150. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  151. final def set(paramPair: ParamPair[_]): VowpalWabbitContextualBanditBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  152. final def set(param: String, value: Any): VowpalWabbitContextualBanditBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  153. final def set[T](param: Param[T], value: T): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    Params
  154. def setAdditionalFeatures(value: Array[String]): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    HasAdditionalFeatures
  155. def setAdditionalSharedFeatures(value: Array[String]): VowpalWabbitContextualBanditBase.this.type
  156. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitContextualBanditBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  157. final def setDefault[T](param: Param[T], value: T): VowpalWabbitContextualBanditBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  158. def setHashSeed(value: Int): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  159. def setIgnoreNamespaces(value: String): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  160. def setInitialModel(value: Array[Byte]): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  161. def setInteractions(value: Array[String]): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  162. def setL1(value: Double): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  163. def setL2(value: Double): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  164. def setLearningRate(value: Double): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  165. def setNumBits(value: Int): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  166. def setNumPasses(value: Int): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  167. def setNumSyncsPerPass(value: Int): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  168. def setPassThroughArgs(value: String): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  169. def setPowerT(value: Double): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  170. def setPredictionIdCol(value: String): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  171. def setSharedCol(value: String): VowpalWabbitContextualBanditBase.this.type
  172. def setSplitCol(value: String): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  173. def setSplitColValues(value: Array[String]): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  174. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  175. def setWeightCol(value: String): VowpalWabbitContextualBanditBase.this.type

    Definition Classes
    HasWeightCol
  176. val sharedCol: Param[String]
  177. val splitCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  178. val splitColValues: StringArrayParam
    Definition Classes
    VowpalWabbitBaseLearner
  179. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  180. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  181. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  182. def trainDistributedExternal[T <: VowpalWabbitBaseModel](df: DataFrame, model: T): T
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseLearner
  183. def trainFromRows(schema: StructType, inputRows: Iterator[Row], ctx: TrainContext): Unit
    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseSpark → VowpalWabbitBaseLearner
  184. def trainInternal[T <: VowpalWabbitBaseModel](dataset: Dataset[_], model: T): T

    Main training loop

    Main training loop

    dataset

    input data.

    returns

    binary VW model.

    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseLearner
  185. def trainInternalDistributed(df: DataFrame, vwArgs: ParamsStringBuilder, numTasks: Int): Seq[TrainingResult]

    Setup spanning tree and invoke training.

    Setup spanning tree and invoke training.

    df

    input data.

    vwArgs

    VW command line arguments.

    numTasks

    number of target tasks.

    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseLearner
  186. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  187. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  188. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  189. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  190. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  191. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Deprecated Value Members

  1. def getArgs: String
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'getPassThroughArgs'.

  2. def setArgs(value: String): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.

Inherited from VowpalWabbitBaseSpark

Inherited from HasAdditionalFeatures

Inherited from HasFeaturesCol

Inherited from HasWeightCol

Inherited from HasLabelCol

Inherited from VowpalWabbitBaseLearner

Inherited from VowpalWabbitBase

Inherited from Logging

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from DotnetWrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped