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. HasCustomHeaders
  9. HasCustomAuthHeader
  10. CognitiveServicesBase
  11. HasHandler
  12. CognitiveServicesBaseNoHandler
  13. HasGlobalParams
  14. SynapseMLLogging
  15. HasCustomCogServiceDomain
  16. HasUrlPath
  17. HasAADToken
  18. HasErrorCol
  19. HasSubscriptionKey
  20. HasServiceParams
  21. ComplexParamsWritable
  22. MLWritable
  23. HasURL
  24. HasOutputCol
  25. ConcurrencyParams
  26. Wrappable
  27. RWrappable
  28. PythonWrappable
  29. BaseWrappable
  30. Transformer
  31. PipelineStage
  32. Logging
  33. Params
  34. Serializable
  35. Serializable
  36. Identifiable
  37. AnyRef
  38. 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 customHeaders: ServiceParam[Map[String, String]]
    Definition Classes
    HasCustomHeaders
  8. val customInterval: ServiceParam[Int]
    Definition Classes
    AnomalyDetectorBase
  9. val customUrlRoot: Param[String]
    Definition Classes
    HasCognitiveServiceInput
  10. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  11. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  12. def explainParams(): String
    Definition Classes
    Params
  13. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  14. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  15. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  16. def getAADToken: String
    Definition Classes
    HasAADToken
  17. def getAADTokenCol: String
    Definition Classes
    HasAADToken
  18. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  19. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  20. def getCustomAuthHeader: String
    Definition Classes
    HasCustomAuthHeader
  21. def getCustomAuthHeaderCol: String
    Definition Classes
    HasCustomAuthHeader
  22. def getCustomHeaders: Map[String, String]
    Definition Classes
    HasCustomHeaders
  23. def getCustomUrlRoot: String
    Definition Classes
    HasCognitiveServiceInput
  24. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  25. def getErrorCol: String
    Definition Classes
    HasErrorCol
  26. def getGroupbyCol: String
  27. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  28. def getInternalServiceType: String
    Definition Classes
    HasCustomCogServiceDomain
  29. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  30. def getOutputCol: String

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

    Definition Classes
    ConcurrencyParams
  38. def getTimestampCol: String
  39. def getUrl: String

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

    The name of the output column

    The name of the output column

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

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

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

    Definition Classes
    HasOutputCol
  102. def setPeriod(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  103. def setPeriodCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  104. def setScalarParam[T](name: String, value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  105. def setScalarParam[T](p: ServiceParam[T], value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  106. def setSensitivity(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  107. def setSensitivityCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  108. def setSubscriptionKey(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  109. def setSubscriptionKeyCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  110. def setTimeout(value: Double): SimpleDetectAnomalies.this.type

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

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