class SimpleDetectAnomalies extends AnomalyDetectorBase with HasOutputCol with SynapseMLLogging

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Inherited
  1. SimpleDetectAnomalies
  2. AnomalyDetectorBase
  3. HasSetLinkedService
  4. HasSetLocation
  5. DomainHelper
  6. HasInternalJsonOutputParser
  7. HasCognitiveServiceInput
  8. HasCustomAuthHeader
  9. CognitiveServicesBase
  10. HasHandler
  11. CognitiveServicesBaseNoHandler
  12. SynapseMLLogging
  13. HasCustomCogServiceDomain
  14. HasUrlPath
  15. HasAADToken
  16. HasErrorCol
  17. HasSubscriptionKey
  18. HasServiceParams
  19. ComplexParamsWritable
  20. MLWritable
  21. HasURL
  22. HasOutputCol
  23. ConcurrencyParams
  24. Wrappable
  25. DotnetWrappable
  26. RWrappable
  27. PythonWrappable
  28. BaseWrappable
  29. Transformer
  30. PipelineStage
  31. Logging
  32. Params
  33. Serializable
  34. Serializable
  35. Identifiable
  36. AnyRef
  37. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SimpleDetectAnomalies()
  2. new SimpleDetectAnomalies(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 AADToken: ServiceParam[String]
    Definition Classes
    HasAADToken
  6. val CustomAuthHeader: ServiceParam[String]
    Definition Classes
    HasCustomAuthHeader
  7. val aadHeaderName: String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  8. def addHeaders(req: HttpRequestBase, subscriptionKey: Option[String], aadToken: Option[String], contentType: String = "", customAuthHeader: Option[String] = None): Unit
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  9. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  10. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. final def clear(param: Param[_]): SimpleDetectAnomalies.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. val concurrency: Param[Int]
    Definition Classes
    ConcurrencyParams
  15. val concurrentTimeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  16. def contentType: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  17. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  18. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  19. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  20. val customInterval: ServiceParam[Int]
    Definition Classes
    AnomalyDetectorBase
  21. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  22. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → DotnetWrappable
  23. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  35. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  36. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  37. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  38. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  39. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  40. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  41. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  42. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  43. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  44. def explainParams(): String
    Definition Classes
    Params
  45. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  46. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  47. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  48. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getAADToken: String
    Definition Classes
    HasAADToken
  50. def getAADTokenCol: String
    Definition Classes
    HasAADToken
  51. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  52. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  53. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  54. def getCustomAuthHeader: String
    Definition Classes
    HasCustomAuthHeader
  55. def getCustomAuthHeaderCol: String
    Definition Classes
    HasCustomAuthHeader
  56. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  57. def getErrorCol: String
    Definition Classes
    HasErrorCol
  58. def getGroupbyCol: String
  59. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  60. def getInternalInputParser(schema: StructType): HTTPInputParser
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  61. def getInternalOutputParser(schema: StructType): HTTPOutputParser
    Attributes
    protected
    Definition Classes
    HasInternalJsonOutputParser
  62. def getInternalServiceType: String
    Definition Classes
    HasCustomCogServiceDomain
  63. def getInternalTransformer(schema: StructType): PipelineModel
    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseNoHandler
  64. def getLocationDomain(location: String): String
    Attributes
    protected
    Definition Classes
    DomainHelper
  65. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  66. def getOutputCol: String

    Definition Classes
    HasOutputCol
  67. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  68. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  69. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  70. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  71. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  72. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  73. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  74. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  75. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  76. def getTimestampCol: String
  77. def getUrl: String

    Definition Classes
    HasCognitiveServiceInput → HasURL
  78. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  79. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  80. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  81. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  82. def getValueCol: String
  83. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  84. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  85. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  86. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  87. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  88. val granularity: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  89. val groupbyCol: Param[String]
  90. val handler: UDFParam
    Definition Classes
    HasHandler
  91. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  92. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  93. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  94. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  95. val imputeFixedValue: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  96. val imputeMode: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  97. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  98. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  100. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  101. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  102. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  103. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  104. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  105. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  106. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  107. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  108. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  113. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  114. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  117. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  119. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  120. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  121. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  124. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  125. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  126. val maxAnomalyRatio: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  127. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  128. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  129. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  130. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  131. def paramNameToPayloadName(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  132. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  133. val period: ServiceParam[Int]
    Definition Classes
    AnomalyDetectorBase
  134. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]
    Attributes
    protected
    Definition Classes
    AnomalyDetectorBase → HasCognitiveServiceInput
  135. def prepareMethod(): HttpRequestBase
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  136. def prepareUrl: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  137. def prepareUrlRoot: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  138. def pyAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → PythonWrappable
  139. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  140. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  141. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  142. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  143. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  144. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  145. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  146. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  147. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  148. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  149. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  150. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  151. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  152. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  153. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  154. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  155. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  156. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  157. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  158. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  159. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  160. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  161. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  162. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  163. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  164. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  165. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  166. def responseDataType: DataType
    Definition Classes
    SimpleDetectAnomalies → HasInternalJsonOutputParser
  167. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  168. val sensitivity: ServiceParam[Int]
    Definition Classes
    AnomalyDetectorBase
  169. val series: ServiceParam[Seq[TimeSeriesPoint]]
    Definition Classes
    AnomalyDetectorBase
  170. final def set(paramPair: ParamPair[_]): SimpleDetectAnomalies.this.type
    Attributes
    protected
    Definition Classes
    Params
  171. final def set(param: String, value: Any): SimpleDetectAnomalies.this.type
    Attributes
    protected
    Definition Classes
    Params
  172. final def set[T](param: Param[T], value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    Params
  173. def setAADToken(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasAADToken
  174. def setAADTokenCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasAADToken
  175. def setConcurrency(value: Int): SimpleDetectAnomalies.this.type

    Definition Classes
    ConcurrencyParams
  176. def setConcurrentTimeout(value: Option[Double]): SimpleDetectAnomalies.this.type
    Definition Classes
    ConcurrencyParams
  177. def setConcurrentTimeout(value: Double): SimpleDetectAnomalies.this.type

    Definition Classes
    ConcurrencyParams
  178. def setCustomAuthHeader(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasCustomAuthHeader
  179. def setCustomAuthHeaderCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasCustomAuthHeader
  180. def setCustomInterval(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  181. def setCustomIntervalCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  182. def setCustomServiceName(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasCustomCogServiceDomain
  183. final def setDefault(paramPairs: ParamPair[_]*): SimpleDetectAnomalies.this.type
    Attributes
    protected
    Definition Classes
    Params
  184. final def setDefault[T](param: Param[T], value: T): SimpleDetectAnomalies.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  185. def setDefaultAADToken(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasAADToken
  186. def setDefaultCustomAuthHeader(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasCustomAuthHeader
  187. def setDefaultInternalEndpoint(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasCustomCogServiceDomain
  188. def setEndpoint(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasCustomCogServiceDomain
  189. def setErrorCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasErrorCol
  190. def setGranularity(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  191. def setGranularityCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  192. def setGroupbyCol(v: String): SimpleDetectAnomalies.this.type
  193. def setHandler(v: UserDefinedFunction): SimpleDetectAnomalies.this.type
    Definition Classes
    HasHandler
  194. def setHandler(v: HandlerFunc): SimpleDetectAnomalies.this.type
    Definition Classes
    HasHandler
  195. def setImputeFixedValue(v: Double): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  196. def setImputeFixedValueCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  197. def setImputeMode(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  198. def setImputeModeCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  199. def setLinkedService(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSetLinkedService
  200. def setLocation(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSetLocation
  201. def setMaxAnomalyRatio(v: Double): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  202. def setMaxAnomalyRatioCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  203. def setOutputCol(value: String): SimpleDetectAnomalies.this.type

    Definition Classes
    HasOutputCol
  204. def setPeriod(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  205. def setPeriodCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  206. def setScalarParam[T](name: String, value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  207. def setScalarParam[T](p: ServiceParam[T], value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  208. def setSensitivity(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  209. def setSensitivityCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  210. def setSubscriptionKey(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  211. def setSubscriptionKeyCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  212. def setTimeout(value: Double): SimpleDetectAnomalies.this.type

    Definition Classes
    ConcurrencyParams
  213. def setTimestampCol(v: String): SimpleDetectAnomalies.this.type
  214. def setUrl(value: String): SimpleDetectAnomalies.this.type

    Definition Classes
    HasURL
  215. def setValueCol(v: String): SimpleDetectAnomalies.this.type
  216. def setVectorParam(name: String, value: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  217. def setVectorParam[T](p: ServiceParam[T], value: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  218. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  219. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  220. val subscriptionKeyHeaderName: String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  221. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  222. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  223. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  224. val timestampCol: Param[String]
  225. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  226. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    SimpleDetectAnomalies → CognitiveServicesBaseNoHandler → Transformer
  227. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  228. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  229. def transformSchema(schema: StructType): StructType
    Definition Classes
    SimpleDetectAnomalies → CognitiveServicesBaseNoHandler → PipelineStage
  230. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  231. val uid: String
    Definition Classes
    SimpleDetectAnomalies → AnomalyDetectorBase → CognitiveServicesBaseNoHandler → SynapseMLLogging → Identifiable
  232. val url: Param[String]
    Definition Classes
    HasURL
  233. def urlPath: String
    Definition Classes
    SimpleDetectAnomalies → HasUrlPath
  234. val valueCol: Param[String]
  235. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  236. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  237. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  238. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from AnomalyDetectorBase

Inherited from HasSetLinkedService

Inherited from HasSetLocation

Inherited from DomainHelper

Inherited from HasInternalJsonOutputParser

Inherited from HasCognitiveServiceInput

Inherited from HasCustomAuthHeader

Inherited from CognitiveServicesBase

Inherited from HasHandler

Inherited from CognitiveServicesBaseNoHandler

Inherited from SynapseMLLogging

Inherited from HasCustomCogServiceDomain

Inherited from HasUrlPath

Inherited from HasAADToken

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