class DetectAnomalies extends AnomalyDetectorBase with SynapseMLLogging

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Inherited
  1. DetectAnomalies
  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 DetectAnomalies()
  2. new DetectAnomalies(uid: String)

Value Members

  1. val AADToken: ServiceParam[String]
    Definition Classes
    HasAADToken
  2. final def clear(param: Param[_]): DetectAnomalies.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 getHandler: HandlerFunc

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

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

    Definition Classes
    ConcurrencyParams
  30. def getUrl: String

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

    The name of the output column

    The name of the output column

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

    Definition Classes
    ConcurrencyParams
  64. def setConcurrentTimeout(value: Option[Double]): DetectAnomalies.this.type
    Definition Classes
    ConcurrencyParams
  65. def setConcurrentTimeout(value: Double): DetectAnomalies.this.type

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

    Definition Classes
    HasOutputCol
  86. def setPeriod(v: Int): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  87. def setPeriodCol(v: String): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  88. def setScalarParam[T](name: String, value: T): DetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  89. def setScalarParam[T](p: ServiceParam[T], value: T): DetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  90. def setSensitivity(v: Int): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  91. def setSensitivityCol(v: String): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  92. def setSeries(v: Seq[TimeSeriesPoint]): DetectAnomalies.this.type
  93. def setSeriesCol(v: String): DetectAnomalies.this.type
  94. def setSubscriptionKey(v: String): DetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  95. def setSubscriptionKeyCol(v: String): DetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  96. def setTimeout(value: Double): DetectAnomalies.this.type

    Definition Classes
    ConcurrencyParams
  97. def setUrl(value: String): DetectAnomalies.this.type

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