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. CognitiveServicesBase
  9. HasHandler
  10. CognitiveServicesBaseNoHandler
  11. SynapseMLLogging
  12. HasCustomCogServiceDomain
  13. HasUrlPath
  14. HasAADToken
  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 SimpleDetectAnomalies()
  2. new SimpleDetectAnomalies(uid: String)

Value Members

  1. val AADToken: ServiceParam[String]
    Definition Classes
    HasAADToken
  2. final def clear(param: Param[_]): SimpleDetectAnomalies.this.type
    Definition Classes
    Params
  3. val concurrency: Param[Int]
    Definition Classes
    ConcurrencyParams
  4. val concurrentTimeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  5. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  6. val customInterval: ServiceParam[Int]
    Definition Classes
    AnomalyDetectorBase
  7. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → DotnetWrappable
  8. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  9. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  10. def explainParams(): String
    Definition Classes
    Params
  11. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  12. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  13. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  14. def getAADToken: String
    Definition Classes
    HasAADToken
  15. def getAADTokenCol: String
    Definition Classes
    HasAADToken
  16. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  17. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  18. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  19. def getErrorCol: String
    Definition Classes
    HasErrorCol
  20. def getGroupbyCol: String
  21. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  22. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  23. def getOutputCol: String

    Definition Classes
    HasOutputCol
  24. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  25. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  26. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  27. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  28. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  29. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  30. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  31. def getTimestampCol: String
  32. def getUrl: String

    Definition Classes
    HasCognitiveServiceInput → HasURL
  33. def getValueCol: String
  34. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  35. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  36. val granularity: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  37. val groupbyCol: Param[String]
  38. val handler: UDFParam
    Definition Classes
    HasHandler
  39. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  40. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  41. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  42. val imputeFixedValue: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  43. val imputeMode: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  44. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  45. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  46. def logClass(): Unit
    Definition Classes
    SynapseMLLogging
  47. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  48. def logTrain[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  49. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  50. def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T
    Definition Classes
    SynapseMLLogging
  51. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  52. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  53. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  54. val maxAnomalyRatio: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  55. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  56. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  57. val period: ServiceParam[Int]
    Definition Classes
    AnomalyDetectorBase
  58. def pyAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → PythonWrappable
  59. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  60. def responseDataType: DataType
    Definition Classes
    SimpleDetectAnomalies → HasInternalJsonOutputParser
  61. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  62. val sensitivity: ServiceParam[Int]
    Definition Classes
    AnomalyDetectorBase
  63. val series: ServiceParam[Seq[TimeSeriesPoint]]
    Definition Classes
    AnomalyDetectorBase
  64. final def set[T](param: Param[T], value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    Params
  65. def setAADToken(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasAADToken
  66. def setAADTokenCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasAADToken
  67. def setConcurrency(value: Int): SimpleDetectAnomalies.this.type

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

    Definition Classes
    ConcurrencyParams
  70. def setCustomInterval(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  71. def setCustomIntervalCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  72. def setCustomServiceName(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasCustomCogServiceDomain
  73. def setDefaultAADToken(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasAADToken
  74. def setDefaultInternalEndpoint(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasCustomCogServiceDomain
  75. def setEndpoint(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasCustomCogServiceDomain
  76. def setErrorCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasErrorCol
  77. def setGranularity(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  78. def setGranularityCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  79. def setGroupbyCol(v: String): SimpleDetectAnomalies.this.type
  80. def setHandler(v: UserDefinedFunction): SimpleDetectAnomalies.this.type
    Definition Classes
    HasHandler
  81. def setHandler(v: HandlerFunc): SimpleDetectAnomalies.this.type
    Definition Classes
    HasHandler
  82. def setImputeFixedValue(v: Double): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  83. def setImputeFixedValueCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  84. def setImputeMode(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  85. def setImputeModeCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  86. def setLinkedService(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSetLinkedService
  87. def setLocation(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSetLocation
  88. def setMaxAnomalyRatio(v: Double): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  89. def setMaxAnomalyRatioCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  90. def setOutputCol(value: String): SimpleDetectAnomalies.this.type

    Definition Classes
    HasOutputCol
  91. def setPeriod(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  92. def setPeriodCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  93. def setScalarParam[T](name: String, value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  94. def setScalarParam[T](p: ServiceParam[T], value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  95. def setSensitivity(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  96. def setSensitivityCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  97. def setSubscriptionKey(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  98. def setSubscriptionKeyCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  99. def setTimeout(value: Double): SimpleDetectAnomalies.this.type

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

    Definition Classes
    HasURL
  102. def setValueCol(v: String): SimpleDetectAnomalies.this.type
  103. def setVectorParam(name: String, value: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  104. def setVectorParam[T](p: ServiceParam[T], value: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  105. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  106. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  107. val timestampCol: Param[String]
  108. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  109. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    SimpleDetectAnomalies → CognitiveServicesBaseNoHandler → Transformer
  110. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  111. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  112. def transformSchema(schema: StructType): StructType
    Definition Classes
    SimpleDetectAnomalies → CognitiveServicesBaseNoHandler → PipelineStage
  113. val uid: String
    Definition Classes
    SimpleDetectAnomalies → AnomalyDetectorBase → CognitiveServicesBaseNoHandler → SynapseMLLogging → Identifiable
  114. val url: Param[String]
    Definition Classes
    HasURL
  115. def urlPath: String
    Definition Classes
    SimpleDetectAnomalies → HasUrlPath
  116. val valueCol: Param[String]
  117. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable