class DetectLastAnomaly extends AnomalyDetectorBase with SynapseMLLogging

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Inherited
  1. DetectLastAnomaly
  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 DetectLastAnomaly()
  2. new DetectLastAnomaly(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[_]): DetectLastAnomaly.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 getHandler: HandlerFunc

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

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

    Definition Classes
    ConcurrencyParams
  37. def getUrl: String

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

    The name of the output column

    The name of the output column

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

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

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

    Definition Classes
    HasOutputCol
  97. def setPeriod(v: Int): DetectLastAnomaly.this.type
    Definition Classes
    AnomalyDetectorBase
  98. def setPeriodCol(v: String): DetectLastAnomaly.this.type
    Definition Classes
    AnomalyDetectorBase
  99. def setScalarParam[T](name: String, value: T): DetectLastAnomaly.this.type
    Definition Classes
    HasServiceParams
  100. def setScalarParam[T](p: ServiceParam[T], value: T): DetectLastAnomaly.this.type
    Definition Classes
    HasServiceParams
  101. def setSensitivity(v: Int): DetectLastAnomaly.this.type
    Definition Classes
    AnomalyDetectorBase
  102. def setSensitivityCol(v: String): DetectLastAnomaly.this.type
    Definition Classes
    AnomalyDetectorBase
  103. def setSeries(v: Seq[TimeSeriesPoint]): DetectLastAnomaly.this.type
  104. def setSeriesCol(v: String): DetectLastAnomaly.this.type
  105. def setSubscriptionKey(v: String): DetectLastAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  106. def setSubscriptionKeyCol(v: String): DetectLastAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  107. def setTimeout(value: Double): DetectLastAnomaly.this.type

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

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