Packages

class SimpleDetectAnomalies extends AnomalyDetectorBase with HasOutputCol with BasicLogging

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Inherited
  1. SimpleDetectAnomalies
  2. AnomalyDetectorBase
  3. HasSetLinkedService
  4. HasSetLocation
  5. HasUrlPath
  6. HasInternalJsonOutputParser
  7. HasCognitiveServiceInput
  8. CognitiveServicesBase
  9. HasHandler
  10. CognitiveServicesBaseNoHandler
  11. BasicLogging
  12. HasErrorCol
  13. HasSubscriptionKey
  14. HasServiceParams
  15. ComplexParamsWritable
  16. MLWritable
  17. HasURL
  18. HasOutputCol
  19. ConcurrencyParams
  20. Wrappable
  21. RWrappable
  22. PythonWrappable
  23. BaseWrappable
  24. Transformer
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. 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. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  7. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  8. def explainParams(): String
    Definition Classes
    Params
  9. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  10. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  11. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  13. def getConcurrentTimeout: Double

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

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

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

    Definition Classes
    ConcurrencyParams
  26. def getTimestampCol: String
  27. def getUrl: String

    Definition Classes
    HasURL
  28. def getValueCol: String
  29. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  30. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  31. val granularity: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  32. val groupbyCol: Param[String]
  33. val handler: UDFParam
    Definition Classes
    HasHandler
  34. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  35. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  36. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  37. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  38. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  39. def logClass(): Unit
    Definition Classes
    BasicLogging
  40. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  41. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  42. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  43. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  44. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  45. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  46. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  47. val maxAnomalyRatio: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  48. val outputCol: Param[String]

    The name of the output column

    The name of the output column

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

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

    Definition Classes
    ConcurrencyParams
  61. def setCustomInterval(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  62. def setCustomIntervalCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  63. def setErrorCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasErrorCol
  64. def setGranularity(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  65. def setGranularityCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  66. def setGroupbyCol(v: String): SimpleDetectAnomalies.this.type
  67. def setHandler(v: HandlerFunc): SimpleDetectAnomalies.this.type
    Definition Classes
    HasHandler
  68. def setLinkedService(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSetLinkedService
  69. def setLocation(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSetLocation
  70. def setMaxAnomalyRatio(v: Double): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  71. def setMaxAnomalyRatioCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  72. def setOutputCol(value: String): SimpleDetectAnomalies.this.type

    Definition Classes
    HasOutputCol
  73. def setPeriod(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  74. def setPeriodCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  75. def setScalarParam[T](name: String, value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  76. def setScalarParam[T](p: ServiceParam[T], value: T): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  77. def setSensitivity(v: Int): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  78. def setSensitivityCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  79. def setSubscriptionKey(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  80. def setSubscriptionKeyCol(v: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  81. def setTimeout(value: Double): SimpleDetectAnomalies.this.type

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

    Definition Classes
    HasURL
  84. def setValueCol(v: String): SimpleDetectAnomalies.this.type
  85. def setVectorParam(name: String, value: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  86. def setVectorParam[T](p: ServiceParam[T], value: String): SimpleDetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  87. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  88. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  89. val timestampCol: Param[String]
  90. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  91. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    SimpleDetectAnomalies → CognitiveServicesBaseNoHandler → Transformer
  92. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  93. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  94. def transformSchema(schema: StructType): StructType
    Definition Classes
    SimpleDetectAnomalies → CognitiveServicesBaseNoHandler → PipelineStage
  95. val uid: String
    Definition Classes
    SimpleDetectAnomalies → AnomalyDetectorBase → CognitiveServicesBaseNoHandler → BasicLogging → Identifiable
  96. val url: Param[String]
    Definition Classes
    HasURL
  97. def urlPath: String
    Definition Classes
    SimpleDetectAnomalies → HasUrlPath
  98. val valueCol: Param[String]
  99. val ver: String
    Definition Classes
    BasicLogging
  100. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable