class SimpleFitMultivariateAnomaly extends Estimator[SimpleDetectMultivariateAnomaly] with MADBase

Annotations
@deprecated
Deprecated

(Since version v1.0.0)

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  2. By Inheritance
Inherited
  1. SimpleFitMultivariateAnomaly
  2. MADBase
  3. SynapseMLLogging
  4. HasErrorCol
  5. HasTimestampCol
  6. ComplexParamsWritable
  7. MLWritable
  8. HasInputCols
  9. HasSetLocation
  10. DomainHelper
  11. HasUrlPath
  12. Wrappable
  13. RWrappable
  14. PythonWrappable
  15. BaseWrappable
  16. MADHttpRequest
  17. HasAsyncReply
  18. HasSubscriptionKey
  19. HasServiceParams
  20. HasURL
  21. TimeConverter
  22. HasOutputCol
  23. Estimator
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SimpleFitMultivariateAnomaly()
  2. new SimpleFitMultivariateAnomaly(uid: String)

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 alignMode: Param[String]
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. val backoffs: IntArrayParam
    Definition Classes
    HasAsyncReply
  8. def blobPath: Path
    Attributes
    protected
    Definition Classes
    MADBase
  9. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. def cleanUpIntermediateData(): Unit
    Definition Classes
    MADBase
  11. final def clear(param: Param[_]): SimpleFitMultivariateAnomaly.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 contentType: String
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  15. def convertTimeFormat(name: String, v: String): String
    Attributes
    protected
    Definition Classes
    TimeConverter
  16. def copy(extra: ParamMap): SimpleFitMultivariateAnomaly
    Definition Classes
    SimpleFitMultivariateAnomaly → Estimator → PipelineStage → Params
  17. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  19. val dataSchema: String
  20. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  21. val displayName: Param[String]
  22. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  23. val endTime: Param[String]
    Definition Classes
    MADBase
  24. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  25. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  26. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  27. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  28. def explainParams(): String
    Definition Classes
    Params
  29. def extractHeaderValuesForPolling(request: HTTPRequestData): Map[String, String]
    Attributes
    protected
    Definition Classes
    HasAsyncReply
  30. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  31. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  32. val fillNAMethod: Param[String]
  33. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  34. def fit(dataset: Dataset[_]): SimpleDetectMultivariateAnomaly
    Definition Classes
    SimpleFitMultivariateAnomaly → Estimator
  35. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[SimpleDetectMultivariateAnomaly]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  36. def fit(dataset: Dataset[_], paramMap: ParamMap): SimpleDetectMultivariateAnomaly
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  37. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): SimpleDetectMultivariateAnomaly
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  38. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  39. def getAlignMode: String
  40. def getBackoffs: Array[Int]

    Definition Classes
    HasAsyncReply
  41. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  42. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  43. def getDisplayName: String
  44. def getEndTime: String
    Definition Classes
    MADBase
  45. def getErrorCol: String
    Definition Classes
    HasErrorCol
  46. def getFillNAMethod: String
  47. def getInitialPollingDelay: Int

    Definition Classes
    HasAsyncReply
  48. def getInputCols: Array[String]

    Definition Classes
    HasInputCols
  49. def getIntermediateSaveDir: String
    Definition Classes
    MADBase
  50. def getLocationDomain(location: String): String
    Attributes
    protected
    Definition Classes
    DomainHelper
  51. def getMaxPollingRetries: Int

    Definition Classes
    HasAsyncReply
  52. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  53. def getOutputCol: String

    Definition Classes
    HasOutputCol
  54. def getPaddingValue: Int
  55. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  56. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  57. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  58. def getPollingDelay: Int

    Definition Classes
    HasAsyncReply
  59. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  60. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  61. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  62. def getSlidingWindow: Int
  63. def getStartTime: String
    Definition Classes
    MADBase
  64. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  65. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  66. def getSuppressMaxRetriesException: Boolean

    Definition Classes
    HasAsyncReply
  67. def getTimestampCol: String
    Definition Classes
    HasTimestampCol
  68. def getUrl: String

    Definition Classes
    HasURL
  69. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  70. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  71. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  72. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  73. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  74. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  75. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  76. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  77. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  78. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Attributes
    protected
    Definition Classes
    MADHttpRequestHasAsyncReply
  79. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  80. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  81. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  82. val initialPollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  83. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  84. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. val inputCols: StringArrayParam

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols
  86. val intermediateSaveDir: Param[String]
    Definition Classes
    MADBase
  87. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  88. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  89. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  90. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  91. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  92. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  93. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  94. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  95. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  96. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  98. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  100. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  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 logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  107. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  108. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  111. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  112. val maxPollingRetries: IntParam
    Definition Classes
    HasAsyncReply
  113. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  114. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  115. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  116. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  117. val paddingValue: IntParam
  118. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  119. val pollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  120. def prepareEntity(dataSource: String): Option[AbstractHttpEntity]
    Attributes
    protected
    Definition Classes
    SimpleFitMultivariateAnomalyMADHttpRequest
  121. def prepareMethod(): HttpRequestBase
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  122. def prepareRequest(entity: AbstractHttpEntity): Option[HttpRequestBase]
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  123. def prepareUrl: String
    Attributes
    protected
    Definition Classes
    SimpleFitMultivariateAnomalyMADHttpRequest
  124. def pyAdditionalMethods: String
    Definition Classes
    MADBaseHasSetLocationPythonWrappable
  125. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  126. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  127. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  128. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  129. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  130. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  131. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  132. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  133. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  134. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  135. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  136. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  137. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  138. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  139. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  140. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  141. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  142. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  143. def queryForResult(headers: Map[String, String], client: CloseableHttpClient, location: URI): Option[HTTPResponseData]
    Attributes
    protected
    Definition Classes
    MADHttpRequestHasAsyncReply
  144. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  145. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  146. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  147. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  148. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  149. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  150. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  151. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  152. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  153. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  154. final def set(paramPair: ParamPair[_]): SimpleFitMultivariateAnomaly.this.type
    Attributes
    protected
    Definition Classes
    Params
  155. final def set(param: String, value: Any): SimpleFitMultivariateAnomaly.this.type
    Attributes
    protected
    Definition Classes
    Params
  156. final def set[T](param: Param[T], value: T): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    Params
  157. def setAlignMode(v: String): SimpleFitMultivariateAnomaly.this.type
  158. def setBackoffs(value: Array[Int]): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  159. final def setDefault(paramPairs: ParamPair[_]*): SimpleFitMultivariateAnomaly.this.type
    Attributes
    protected
    Definition Classes
    Params
  160. final def setDefault[T](param: Param[T], value: T): SimpleFitMultivariateAnomaly.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  161. def setDisplayName(v: String): SimpleFitMultivariateAnomaly.this.type
  162. def setEndTime(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  163. def setErrorCol(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasErrorCol
  164. def setFillNAMethod(v: String): SimpleFitMultivariateAnomaly.this.type
  165. def setInitialPollingDelay(value: Int): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  166. def setInputCols(value: Array[String]): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasInputCols
  167. def setIntermediateSaveDir(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  168. def setLocation(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasSetLocation
  169. def setMaxPollingRetries(value: Int): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  170. def setOutputCol(value: String): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasOutputCol
  171. def setPaddingValue(v: Int): SimpleFitMultivariateAnomaly.this.type
  172. def setPollingDelay(value: Int): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  173. def setScalarParam[T](name: String, value: T): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  174. def setScalarParam[T](p: ServiceParam[T], value: T): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  175. def setSlidingWindow(v: Int): SimpleFitMultivariateAnomaly.this.type
  176. def setStartTime(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  177. def setSubscriptionKey(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  178. def setSubscriptionKeyCol(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  179. def setSuppressMaxRetriesException(value: Boolean): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  180. def setTimestampCol(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasTimestampCol
  181. def setUrl(value: String): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasURL
  182. def setVectorParam(name: String, value: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  183. def setVectorParam[T](p: ServiceParam[T], value: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  184. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  185. val slidingWindow: IntParam
  186. val startTime: Param[String]
    Definition Classes
    MADBase
  187. def submitDatasetAndJob(dataset: Dataset[_]): Map[String, JsValue]
    Attributes
    protected
    Definition Classes
    MADBase
  188. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  189. val subscriptionKeyHeaderName: String
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  190. val suppressMaxRetriesException: BooleanParam
    Definition Classes
    HasAsyncReply
  191. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  192. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  193. def timeoutResult(headers: Map[String, String], client: CloseableHttpClient, queryUrl: URI, maxTries: Int): HTTPResponseData
    Attributes
    protected
    Definition Classes
    SimpleFitMultivariateAnomalyMADHttpRequest
  194. val timestampCol: Param[String]
    Definition Classes
    HasTimestampCol
  195. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  196. def transformSchema(schema: StructType): StructType
    Definition Classes
    SimpleFitMultivariateAnomaly → PipelineStage
  197. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  198. val uid: String
    Definition Classes
    SimpleFitMultivariateAnomalySynapseMLLogging → Identifiable
  199. def upload(df: DataFrame): String
    Attributes
    protected
    Definition Classes
    MADBase
  200. val url: Param[String]
    Definition Classes
    HasURL
  201. def urlPath: String
  202. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  203. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  204. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  205. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from MADBase

Inherited from SynapseMLLogging

Inherited from HasErrorCol

Inherited from HasTimestampCol

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasInputCols

Inherited from HasSetLocation

Inherited from DomainHelper

Inherited from HasUrlPath

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from MADHttpRequest

Inherited from HasAsyncReply

Inherited from HasSubscriptionKey

Inherited from HasServiceParams

Inherited from HasURL

Inherited from TimeConverter

Inherited from HasOutputCol

Inherited from Estimator[SimpleDetectMultivariateAnomaly]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped