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

    Definition Classes
    ConcurrencyParams
  18. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  19. def getCustomAuthHeader: String
    Definition Classes
    HasCustomAuthHeader
  20. def getCustomAuthHeaderCol: String
    Definition Classes
    HasCustomAuthHeader
  21. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  22. def getErrorCol: String
    Definition Classes
    HasErrorCol
  23. def getGroupbyCol: String
  24. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  25. def getInternalServiceType: String
    Definition Classes
    HasCustomCogServiceDomain
  26. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  27. def getOutputCol: String

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

    Definition Classes
    ConcurrencyParams
  35. def getTimestampCol: String
  36. def getUrl: String

    Definition Classes
    HasCognitiveServiceInput → HasURL
  37. def getValueCol: String
  38. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  39. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  40. val granularity: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  41. val groupbyCol: Param[String]
  42. val handler: UDFParam
    Definition Classes
    HasHandler
  43. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  44. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  45. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  46. val imputeFixedValue: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  47. val imputeMode: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  48. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  49. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  50. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  51. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  52. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  53. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  54. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  55. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  56. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  57. val maxAnomalyRatio: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  58. val outputCol: Param[String]

    The name of the output column

    The name of the output column

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

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

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

    Definition Classes
    HasOutputCol
  97. def setPeriod(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  98. def setPeriodCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  99. def setScalarParam[T](name: String, value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  100. def setScalarParam[T](p: ServiceParam[T], value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  101. def setSensitivity(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  102. def setSensitivityCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  103. def setSubscriptionKey(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  104. def setSubscriptionKeyCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  105. def setTimeout(value: Double): SimpleDetectAnomalies.this.type

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

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