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com.microsoft.azure.synapse.ml.cognitive

AnomalyDetectorBase

abstract class AnomalyDetectorBase extends CognitiveServicesBase with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation with HasSetLinkedService

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  2. By Inheritance
Inherited
  1. AnomalyDetectorBase
  2. HasSetLinkedService
  3. HasSetLocation
  4. HasUrlPath
  5. HasInternalJsonOutputParser
  6. HasCognitiveServiceInput
  7. CognitiveServicesBase
  8. HasHandler
  9. CognitiveServicesBaseNoHandler
  10. BasicLogging
  11. HasErrorCol
  12. HasSubscriptionKey
  13. HasServiceParams
  14. ComplexParamsWritable
  15. MLWritable
  16. HasURL
  17. HasOutputCol
  18. HTTPParams
  19. Wrappable
  20. RWrappable
  21. PythonWrappable
  22. BaseWrappable
  23. Transformer
  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 AnomalyDetectorBase(uid: String)

Abstract Value Members

  1. abstract def responseDataType: DataType
    Attributes
    protected
    Definition Classes
    HasInternalJsonOutputParser
  2. abstract def urlPath: String
    Definition Classes
    HasUrlPath

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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): AnomalyDetectorBase.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
    HTTPParams
  11. val concurrentTimeout: Param[Double]
    Definition Classes
    HTTPParams
  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. val customInterval: ServiceParam[Int]
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  19. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  21. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  22. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  23. def explainParams(): String
    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  26. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  27. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  29. def getConcurrency: Int

    Definition Classes
    HTTPParams
  30. def getConcurrentTimeout: Double

    Definition Classes
    HTTPParams
  31. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getErrorCol: String
    Definition Classes
    HasErrorCol
  33. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  34. def getInternalInputParser(schema: StructType): HTTPInputParser
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  35. def getInternalOutputParser(schema: StructType): HTTPOutputParser
    Attributes
    protected
    Definition Classes
    HasInternalJsonOutputParser
  36. def getInternalTransformer(schema: StructType): PipelineModel
    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseNoHandler
  37. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  38. def getOutputCol: String

    Definition Classes
    HasOutputCol
  39. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  40. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  41. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  42. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  43. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  44. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  45. def getTimeout: Double

    Definition Classes
    HTTPParams
  46. def getUrl: String

    Definition Classes
    HasURL
  47. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  48. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  49. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  50. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  51. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  52. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  53. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  54. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  55. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  56. val granularity: ServiceParam[String]
  57. val handler: UDFParam
    Definition Classes
    HasHandler
  58. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    CognitiveServicesBase → CognitiveServicesBaseNoHandler
  59. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  60. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  61. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  62. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  63. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  65. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  66. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  67. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  68. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  69. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  70. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  71. def logClass(): Unit
    Definition Classes
    BasicLogging
  72. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  77. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  78. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  81. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  82. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  85. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  86. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  87. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  90. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  91. val maxAnomalyRatio: ServiceParam[Double]
  92. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  93. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  94. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  95. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  96. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  97. val period: ServiceParam[Int]
  98. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]
    Attributes
    protected
    Definition Classes
    AnomalyDetectorBase → HasCognitiveServiceInput
  99. def prepareMethod(): HttpRequestBase
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  100. def prepareUrl: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  101. def pyAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → PythonWrappable
  102. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  108. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  114. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  116. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  117. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  118. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  119. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  120. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  121. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  122. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  123. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  124. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  125. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  126. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  127. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  128. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  129. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  130. val sensitivity: ServiceParam[Int]
  131. val series: ServiceParam[Seq[TimeSeriesPoint]]
  132. final def set(paramPair: ParamPair[_]): AnomalyDetectorBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  133. final def set(param: String, value: Any): AnomalyDetectorBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  134. final def set[T](param: Param[T], value: T): AnomalyDetectorBase.this.type
    Definition Classes
    Params
  135. def setConcurrency(value: Int): AnomalyDetectorBase.this.type

    Definition Classes
    HTTPParams
  136. def setConcurrentTimeout(value: Option[Double]): AnomalyDetectorBase.this.type
    Definition Classes
    HTTPParams
  137. def setConcurrentTimeout(value: Double): AnomalyDetectorBase.this.type

    Definition Classes
    HTTPParams
  138. def setCustomInterval(v: Int): AnomalyDetectorBase.this.type
  139. def setCustomIntervalCol(v: String): AnomalyDetectorBase.this.type
  140. final def setDefault(paramPairs: ParamPair[_]*): AnomalyDetectorBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  141. final def setDefault[T](param: Param[T], value: T): AnomalyDetectorBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  142. def setErrorCol(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasErrorCol
  143. def setGranularity(v: String): AnomalyDetectorBase.this.type
  144. def setGranularityCol(v: String): AnomalyDetectorBase.this.type
  145. def setHandler(v: HandlerFunc): AnomalyDetectorBase.this.type
    Definition Classes
    HasHandler
  146. def setLinkedService(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSetLinkedService
  147. def setLocation(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSetLocation
  148. def setMaxAnomalyRatio(v: Double): AnomalyDetectorBase.this.type
  149. def setMaxAnomalyRatioCol(v: String): AnomalyDetectorBase.this.type
  150. def setOutputCol(value: String): AnomalyDetectorBase.this.type

    Definition Classes
    HasOutputCol
  151. def setPeriod(v: Int): AnomalyDetectorBase.this.type
  152. def setPeriodCol(v: String): AnomalyDetectorBase.this.type
  153. def setScalarParam[T](name: String, value: T): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  154. def setScalarParam[T](p: ServiceParam[T], value: T): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  155. def setSensitivity(v: Int): AnomalyDetectorBase.this.type
  156. def setSensitivityCol(v: String): AnomalyDetectorBase.this.type
  157. def setSubscriptionKey(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSubscriptionKey
  158. def setSubscriptionKeyCol(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSubscriptionKey
  159. def setTimeout(value: Double): AnomalyDetectorBase.this.type

    Definition Classes
    HTTPParams
  160. def setUrl(value: String): AnomalyDetectorBase.this.type

    Definition Classes
    HasURL
  161. def setVectorParam(name: String, value: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  162. def setVectorParam[T](p: ServiceParam[T], value: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  163. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  164. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  165. val subscriptionKeyHeaderName: String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  166. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  167. val timeout: Param[Double]
    Definition Classes
    HTTPParams
  168. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  169. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  170. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  171. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  172. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  173. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  174. val uid: String
    Definition Classes
    AnomalyDetectorBase → CognitiveServicesBaseNoHandler → BasicLogging → Identifiable
  175. val url: Param[String]
    Definition Classes
    HasURL
  176. val ver: String
    Definition Classes
    BasicLogging
  177. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  178. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  179. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  180. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasSetLinkedService

Inherited from HasSetLocation

Inherited from HasUrlPath

Inherited from HasInternalJsonOutputParser

Inherited from HasCognitiveServiceInput

Inherited from CognitiveServicesBase

Inherited from HasHandler

Inherited from CognitiveServicesBaseNoHandler

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 HTTPParams

Inherited from Wrappable

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