Packages

class SimpleDetectAnomalies extends AnomalyDetectorBase with HasOutputCol with BasicLogging

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Inherited
  1. SimpleDetectAnomalies
  2. AnomalyDetectorBase
  3. HasSetLinkedService
  4. HasSetLocation
  5. DomainHelper
  6. HasUrlPath
  7. HasInternalJsonOutputParser
  8. HasCognitiveServiceInput
  9. CognitiveServicesBase
  10. HasHandler
  11. CognitiveServicesBaseNoHandler
  12. BasicLogging
  13. HasErrorCol
  14. HasSubscriptionKey
  15. HasServiceParams
  16. ComplexParamsWritable
  17. MLWritable
  18. HasURL
  19. HasOutputCol
  20. ConcurrencyParams
  21. Wrappable
  22. DotnetWrappable
  23. RWrappable
  24. PythonWrappable
  25. BaseWrappable
  26. Transformer
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SimpleDetectAnomalies()
  2. new SimpleDetectAnomalies(uid: String)

Value Members

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

    Definition Classes
    ConcurrencyParams
  14. def getConcurrentTimeout: Double

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

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

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

    Definition Classes
    ConcurrencyParams
  28. def getTimestampCol: String
  29. def getUrl: String

    Definition Classes
    HasURL
  30. def getValueCol: String
  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 groupbyCol: Param[String]
  35. val handler: UDFParam
    Definition Classes
    HasHandler
  36. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  37. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  38. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  39. val imputeFixedValue: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  40. val imputeMode: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  41. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  42. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  43. def logClass(): Unit
    Definition Classes
    BasicLogging
  44. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  45. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  46. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  47. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  48. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  49. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  50. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  51. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  52. val maxAnomalyRatio: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  53. val outputCol: Param[String]

    The name of the output column

    The name of the output column

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

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

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

    Definition Classes
    HasOutputCol
  83. def setPeriod(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  84. def setPeriodCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  85. def setScalarParam[T](name: String, value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  86. def setScalarParam[T](p: ServiceParam[T], value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  87. def setSensitivity(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  88. def setSensitivityCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  89. def setSubscriptionKey(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  90. def setSubscriptionKeyCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  91. def setTimeout(value: Double): SimpleDetectAnomalies.this.type

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

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