class DetectLastAnomaly extends AnomalyDetectorBase with SynapseMLLogging

Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. DetectLastAnomaly
  2. AnomalyDetectorBase
  3. HasSetLinkedService
  4. HasSetLocation
  5. DomainHelper
  6. HasInternalJsonOutputParser
  7. HasCognitiveServiceInput
  8. HasCustomAuthHeader
  9. CognitiveServicesBase
  10. HasHandler
  11. CognitiveServicesBaseNoHandler
  12. SynapseMLLogging
  13. HasCustomCogServiceDomain
  14. HasUrlPath
  15. HasAADToken
  16. HasErrorCol
  17. HasSubscriptionKey
  18. HasServiceParams
  19. ComplexParamsWritable
  20. MLWritable
  21. HasURL
  22. HasOutputCol
  23. ConcurrencyParams
  24. Wrappable
  25. DotnetWrappable
  26. RWrappable
  27. PythonWrappable
  28. BaseWrappable
  29. Transformer
  30. PipelineStage
  31. Logging
  32. Params
  33. Serializable
  34. Serializable
  35. Identifiable
  36. AnyRef
  37. Any
  1. Hide All
  2. Show All
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 customInterval: ServiceParam[Int]
    Definition Classes
    AnomalyDetectorBase
  8. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → DotnetWrappable
  9. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  10. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  11. def explainParams(): String
    Definition Classes
    Params
  12. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  13. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  14. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  15. def getAADToken: String
    Definition Classes
    HasAADToken
  16. def getAADTokenCol: String
    Definition Classes
    HasAADToken
  17. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  18. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  19. def getCustomAuthHeader: String
    Definition Classes
    HasCustomAuthHeader
  20. def getCustomAuthHeaderCol: String
    Definition Classes
    HasCustomAuthHeader
  21. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  22. def getErrorCol: String
    Definition Classes
    HasErrorCol
  23. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  24. def getInternalServiceType: String
    Definition Classes
    HasCustomCogServiceDomain
  25. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  26. def getOutputCol: String

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

    Definition Classes
    ConcurrencyParams
  34. def getUrl: String

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

    The name of the output column

    The name of the output column

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

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

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

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

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

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