Packages

class DetectAnomalies extends AnomalyDetectorBase with BasicLogging

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

Value Members

  1. final def clear(param: Param[_]): DetectAnomalies.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 getHandler: HandlerFunc

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

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

    Definition Classes
    ConcurrencyParams
  25. def getUrl: String

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

    The name of the output column

    The name of the output column

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

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

    Definition Classes
    ConcurrencyParams
  57. def setCustomInterval(v: Int): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  58. def setCustomIntervalCol(v: String): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  59. def setErrorCol(v: String): DetectAnomalies.this.type
    Definition Classes
    HasErrorCol
  60. def setGranularity(v: String): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  61. def setGranularityCol(v: String): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  62. def setHandler(v: HandlerFunc): DetectAnomalies.this.type
    Definition Classes
    HasHandler
  63. def setLinkedService(v: String): DetectAnomalies.this.type
    Definition Classes
    HasSetLinkedService
  64. def setLocation(v: String): DetectAnomalies.this.type
    Definition Classes
    HasSetLocation
  65. def setMaxAnomalyRatio(v: Double): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  66. def setMaxAnomalyRatioCol(v: String): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  67. def setOutputCol(value: String): DetectAnomalies.this.type

    Definition Classes
    HasOutputCol
  68. def setPeriod(v: Int): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  69. def setPeriodCol(v: String): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  70. def setScalarParam[T](name: String, value: T): DetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  71. def setScalarParam[T](p: ServiceParam[T], value: T): DetectAnomalies.this.type
    Definition Classes
    HasServiceParams
  72. def setSensitivity(v: Int): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  73. def setSensitivityCol(v: String): DetectAnomalies.this.type
    Definition Classes
    AnomalyDetectorBase
  74. def setSeries(v: Seq[TimeSeriesPoint]): DetectAnomalies.this.type
  75. def setSeriesCol(v: String): DetectAnomalies.this.type
  76. def setSubscriptionKey(v: String): DetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  77. def setSubscriptionKeyCol(v: String): DetectAnomalies.this.type
    Definition Classes
    HasSubscriptionKey
  78. def setTimeout(value: Double): DetectAnomalies.this.type

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

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