Packages

class NER extends TextAnalyticsBase with HasModelVersion with HasShowStats with HasStringIndexType with BasicLogging with HasHandler

Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. NER
  2. HasHandler
  3. HasStringIndexType
  4. HasShowStats
  5. HasModelVersion
  6. TextAnalyticsBase
  7. TextAnalyticsInputParams
  8. HasSetLinkedService
  9. HasSetLocation
  10. HasUrlPath
  11. HasInternalJsonOutputParser
  12. HasCognitiveServiceInput
  13. CognitiveServicesBaseNoHandler
  14. BasicLogging
  15. HasErrorCol
  16. HasSubscriptionKey
  17. HasServiceParams
  18. ComplexParamsWritable
  19. MLWritable
  20. HasURL
  21. HasOutputCol
  22. ConcurrencyParams
  23. Wrappable
  24. DotnetWrappable
  25. RWrappable
  26. PythonWrappable
  27. BaseWrappable
  28. Transformer
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new NER()
  2. new NER(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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): NER.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. val concurrency: Param[Int]
    Definition Classes
    ConcurrencyParams
  11. val concurrentTimeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  12. def contentType: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  13. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  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. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLinkedServiceDotnetWrappable
  18. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  35. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  36. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  37. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  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. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  43. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  44. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  45. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  46. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  47. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  48. def getErrorCol: String
    Definition Classes
    HasErrorCol
  49. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  50. def getInternalInputParser(schema: StructType): HTTPInputParser
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  51. def getInternalOutputParser(schema: StructType): HTTPOutputParser
    Attributes
    protected
    Definition Classes
    HasInternalJsonOutputParser
  52. def getInternalTransformer(schema: StructType): PipelineModel
    Attributes
    protected
    Definition Classes
    TextAnalyticsBaseCognitiveServicesBaseNoHandler
  53. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  54. def getOutputCol: String

    Definition Classes
    HasOutputCol
  55. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  56. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  57. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  58. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  59. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  60. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  61. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  62. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  63. def getUrl: String

    Definition Classes
    HasURL
  64. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  65. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  66. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  67. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  68. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  69. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  70. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  71. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  72. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  73. val handler: UDFParam
    Definition Classes
    HasHandler
  74. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  75. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  76. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  77. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  78. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  79. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def innerResponseDataType: StructType
    Attributes
    protected
    Definition Classes
    TextAnalyticsBase
  81. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]
    Attributes
    protected
    Definition Classes
    TextAnalyticsBaseHasCognitiveServiceInput
  82. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  83. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  84. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  85. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  86. val language: ServiceParam[Seq[String]]
    Definition Classes
    TextAnalyticsInputParams
  87. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  88. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  89. def logClass(): Unit
    Definition Classes
    BasicLogging
  90. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  93. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  94. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  95. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  96. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  98. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  99. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  100. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  101. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  102. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  103. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  104. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  105. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  108. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  109. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  110. val modelVersion: ServiceParam[String]
    Definition Classes
    HasModelVersion
  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 outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  115. def paramNameToPayloadName(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  116. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  117. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]
    Attributes
    protected
    Definition Classes
    TextAnalyticsBaseHasCognitiveServiceInput
  118. def prepareMethod(): HttpRequestBase
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  119. def prepareUrl: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  120. def prepareUrlRoot: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  121. def pyAdditionalMethods: String
    Definition Classes
    HasSetLinkedServicePythonWrappable
  122. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  123. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  124. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  125. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  126. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  127. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  128. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  129. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  130. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  131. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  132. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  133. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  134. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  135. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  136. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  137. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  138. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  139. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  140. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  141. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  142. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  143. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  144. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  145. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  146. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  147. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  148. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  149. def reshapeToArray(schema: StructType, parameterName: String): Option[(Transformer, String, String)]
    Attributes
    protected
    Definition Classes
    TextAnalyticsBase
  150. def responseDataType: StructType
  151. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  152. final def set(paramPair: ParamPair[_]): NER.this.type
    Attributes
    protected
    Definition Classes
    Params
  153. final def set(param: String, value: Any): NER.this.type
    Attributes
    protected
    Definition Classes
    Params
  154. final def set[T](param: Param[T], value: T): NER.this.type
    Definition Classes
    Params
  155. def setConcurrency(value: Int): NER.this.type

    Definition Classes
    ConcurrencyParams
  156. def setConcurrentTimeout(value: Option[Double]): NER.this.type
    Definition Classes
    ConcurrencyParams
  157. def setConcurrentTimeout(value: Double): NER.this.type

    Definition Classes
    ConcurrencyParams
  158. final def setDefault(paramPairs: ParamPair[_]*): NER.this.type
    Attributes
    protected
    Definition Classes
    Params
  159. final def setDefault[T](param: Param[T], value: T): NER.this.type
    Attributes
    protected
    Definition Classes
    Params
  160. def setErrorCol(v: String): NER.this.type
    Definition Classes
    HasErrorCol
  161. def setHandler(v: UserDefinedFunction): NER.this.type
    Definition Classes
    HasHandler
  162. def setHandler(v: HandlerFunc): NER.this.type
    Definition Classes
    HasHandler
  163. def setLanguage(v: String): NER.this.type
    Definition Classes
    TextAnalyticsInputParams
  164. def setLanguage(v: Seq[String]): NER.this.type
    Definition Classes
    TextAnalyticsInputParams
  165. def setLanguageCol(v: String): NER.this.type
    Definition Classes
    TextAnalyticsInputParams
  166. def setLinkedService(v: String): NER.this.type
    Definition Classes
    HasSetLinkedService
  167. def setLocation(v: String): NER.this.type
    Definition Classes
    HasSetLocation
  168. def setModelVersion(v: String): NER.this.type
    Definition Classes
    HasModelVersion
  169. def setOutputCol(value: String): NER.this.type

    Definition Classes
    HasOutputCol
  170. def setScalarParam[T](name: String, value: T): NER.this.type
    Definition Classes
    HasServiceParams
  171. def setScalarParam[T](p: ServiceParam[T], value: T): NER.this.type
    Definition Classes
    HasServiceParams
  172. def setShowStats(v: Boolean): NER.this.type
    Definition Classes
    HasShowStats
  173. def setStringIndexType(v: String): NER.this.type
    Definition Classes
    HasStringIndexType
  174. def setSubscriptionKey(v: String): NER.this.type
    Definition Classes
    HasSubscriptionKey
  175. def setSubscriptionKeyCol(v: String): NER.this.type
    Definition Classes
    HasSubscriptionKey
  176. def setText(v: String): NER.this.type
    Definition Classes
    TextAnalyticsInputParams
  177. def setText(v: Seq[String]): NER.this.type
    Definition Classes
    TextAnalyticsInputParams
  178. def setTextCol(v: String): NER.this.type
    Definition Classes
    TextAnalyticsInputParams
  179. def setTimeout(value: Double): NER.this.type

    Definition Classes
    ConcurrencyParams
  180. def setUrl(value: String): NER.this.type

    Definition Classes
    HasURL
  181. def setVectorParam(name: String, value: String): NER.this.type
    Definition Classes
    HasServiceParams
  182. def setVectorParam[T](p: ServiceParam[T], value: String): NER.this.type
    Definition Classes
    HasServiceParams
  183. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  184. val showStats: ServiceParam[Boolean]
    Definition Classes
    HasShowStats
  185. val stringIndexType: ServiceParam[String]
    Definition Classes
    HasStringIndexType
  186. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  187. val subscriptionKeyHeaderName: String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  188. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  189. val text: ServiceParam[Seq[String]]
    Definition Classes
    TextAnalyticsInputParams
  190. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  191. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  192. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  193. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  194. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  195. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  196. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  197. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  198. val uid: String
    Definition Classes
    NERTextAnalyticsBaseCognitiveServicesBaseNoHandlerBasicLogging → Identifiable
  199. def unpackBatchUDF: UserDefinedFunction
    Attributes
    protected
    Definition Classes
    TextAnalyticsBase
  200. val url: Param[String]
    Definition Classes
    HasURL
  201. def urlPath: String
    Definition Classes
    NERHasUrlPath
  202. val ver: String
    Definition Classes
    BasicLogging
  203. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  204. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  205. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  206. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasHandler

Inherited from HasStringIndexType

Inherited from HasShowStats

Inherited from HasModelVersion

Inherited from TextAnalyticsBase

Inherited from TextAnalyticsInputParams

Inherited from HasSetLinkedService

Inherited from HasSetLocation

Inherited from HasUrlPath

Inherited from HasCognitiveServiceInput

Inherited from BasicLogging

Inherited from HasErrorCol

Inherited from HasSubscriptionKey

Inherited from HasServiceParams

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasURL

Inherited from HasOutputCol

Inherited from ConcurrencyParams

Inherited from Wrappable

Inherited from DotnetWrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

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

getParam

param

setParam

Ungrouped