Packages

class DetectLastAnomaly extends AnomalyDetectorBase with BasicLogging

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

Value Members

  1. final def clear(param: Param[_]): DetectLastAnomaly.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 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 getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  22. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  23. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  24. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  25. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  26. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  27. def getUrl: String

    Definition Classes
    HasURL
  28. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  29. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  30. val granularity: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  31. val handler: UDFParam
    Definition Classes
    HasHandler
  32. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  33. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  34. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  35. val imputeFixedValue: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  36. val imputeMode: ServiceParam[String]
    Definition Classes
    AnomalyDetectorBase
  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 makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  46. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  47. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  48. val maxAnomalyRatio: ServiceParam[Double]
    Definition Classes
    AnomalyDetectorBase
  49. val outputCol: Param[String]

    The name of the output column

    The name of the output column

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

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

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

    Definition Classes
    HasOutputCol
  78. def setPeriod(v: Int): DetectLastAnomaly.this.type
    Definition Classes
    AnomalyDetectorBase
  79. def setPeriodCol(v: String): DetectLastAnomaly.this.type
    Definition Classes
    AnomalyDetectorBase
  80. def setScalarParam[T](name: String, value: T): DetectLastAnomaly.this.type
    Definition Classes
    HasServiceParams
  81. def setScalarParam[T](p: ServiceParam[T], value: T): DetectLastAnomaly.this.type
    Definition Classes
    HasServiceParams
  82. def setSensitivity(v: Int): DetectLastAnomaly.this.type
    Definition Classes
    AnomalyDetectorBase
  83. def setSensitivityCol(v: String): DetectLastAnomaly.this.type
    Definition Classes
    AnomalyDetectorBase
  84. def setSeries(v: Seq[TimeSeriesPoint]): DetectLastAnomaly.this.type
  85. def setSeriesCol(v: String): DetectLastAnomaly.this.type
  86. def setSubscriptionKey(v: String): DetectLastAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  87. def setSubscriptionKeyCol(v: String): DetectLastAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  88. def setTimeout(value: Double): DetectLastAnomaly.this.type

    Definition Classes
    ConcurrencyParams
  89. def setUrl(value: String): DetectLastAnomaly.this.type

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