abstract class AnomalyDetectorBase extends CognitiveServicesBase with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation with HasSetLinkedService

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Inherited
  1. AnomalyDetectorBase
  2. HasSetLinkedService
  3. HasSetLocation
  4. DomainHelper
  5. HasInternalJsonOutputParser
  6. HasCognitiveServiceInput
  7. CognitiveServicesBase
  8. HasHandler
  9. CognitiveServicesBaseNoHandler
  10. SynapseMLLogging
  11. HasCustomCogServiceDomain
  12. HasUrlPath
  13. HasAADToken
  14. HasErrorCol
  15. HasSubscriptionKey
  16. HasServiceParams
  17. ComplexParamsWritable
  18. MLWritable
  19. HasURL
  20. HasOutputCol
  21. ConcurrencyParams
  22. Wrappable
  23. DotnetWrappable
  24. RWrappable
  25. PythonWrappable
  26. BaseWrappable
  27. Transformer
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new AnomalyDetectorBase(uid: String)

Abstract Value Members

  1. abstract def urlPath: String
    Definition Classes
    HasUrlPath

Concrete Value Members

  1. val AADToken: ServiceParam[String]
    Definition Classes
    HasAADToken
  2. final def clear(param: Param[_]): AnomalyDetectorBase.this.type
    Definition Classes
    Params
  3. val concurrency: Param[Int]
    Definition Classes
    ConcurrencyParams
  4. val concurrentTimeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  5. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  6. val customInterval: ServiceParam[Int]
  7. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → DotnetWrappable
  8. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  9. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  10. def explainParams(): String
    Definition Classes
    Params
  11. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  12. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  13. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  14. def getAADToken: String
    Definition Classes
    HasAADToken
  15. def getAADTokenCol: String
    Definition Classes
    HasAADToken
  16. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  17. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  18. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  19. def getErrorCol: String
    Definition Classes
    HasErrorCol
  20. def getHandler: HandlerFunc

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

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

    Definition Classes
    ConcurrencyParams
  30. def getUrl: String

    Definition Classes
    HasCognitiveServiceInput → HasURL
  31. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  32. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  33. val granularity: ServiceParam[String]
  34. val handler: UDFParam
    Definition Classes
    HasHandler
  35. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  36. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  37. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  38. val imputeFixedValue: ServiceParam[Double]
  39. val imputeMode: ServiceParam[String]
  40. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  41. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  42. def logClass(): Unit
    Definition Classes
    SynapseMLLogging
  43. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  44. def logTrain[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  45. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  46. def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T
    Definition Classes
    SynapseMLLogging
  47. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  48. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  49. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  50. val maxAnomalyRatio: ServiceParam[Double]
  51. val outputCol: Param[String]

    The name of the output column

    The name of the output column

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

    Definition Classes
    ConcurrencyParams
  63. def setConcurrentTimeout(value: Option[Double]): AnomalyDetectorBase.this.type
    Definition Classes
    ConcurrencyParams
  64. def setConcurrentTimeout(value: Double): AnomalyDetectorBase.this.type

    Definition Classes
    ConcurrencyParams
  65. def setCustomInterval(v: Int): AnomalyDetectorBase.this.type
  66. def setCustomIntervalCol(v: String): AnomalyDetectorBase.this.type
  67. def setCustomServiceName(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  68. def setDefaultAADToken(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasAADToken
  69. def setDefaultInternalEndpoint(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  70. def setEndpoint(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  71. def setErrorCol(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasErrorCol
  72. def setGranularity(v: String): AnomalyDetectorBase.this.type
  73. def setGranularityCol(v: String): AnomalyDetectorBase.this.type
  74. def setHandler(v: UserDefinedFunction): AnomalyDetectorBase.this.type
    Definition Classes
    HasHandler
  75. def setHandler(v: HandlerFunc): AnomalyDetectorBase.this.type
    Definition Classes
    HasHandler
  76. def setImputeFixedValue(v: Double): AnomalyDetectorBase.this.type
  77. def setImputeFixedValueCol(v: String): AnomalyDetectorBase.this.type
  78. def setImputeMode(v: String): AnomalyDetectorBase.this.type
  79. def setImputeModeCol(v: String): AnomalyDetectorBase.this.type
  80. def setLinkedService(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSetLinkedService
  81. def setLocation(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSetLocation
  82. def setMaxAnomalyRatio(v: Double): AnomalyDetectorBase.this.type
  83. def setMaxAnomalyRatioCol(v: String): AnomalyDetectorBase.this.type
  84. def setOutputCol(value: String): AnomalyDetectorBase.this.type

    Definition Classes
    HasOutputCol
  85. def setPeriod(v: Int): AnomalyDetectorBase.this.type
  86. def setPeriodCol(v: String): AnomalyDetectorBase.this.type
  87. def setScalarParam[T](name: String, value: T): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  88. def setScalarParam[T](p: ServiceParam[T], value: T): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  89. def setSensitivity(v: Int): AnomalyDetectorBase.this.type
  90. def setSensitivityCol(v: String): AnomalyDetectorBase.this.type
  91. def setSubscriptionKey(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSubscriptionKey
  92. def setSubscriptionKeyCol(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSubscriptionKey
  93. def setTimeout(value: Double): AnomalyDetectorBase.this.type

    Definition Classes
    ConcurrencyParams
  94. def setUrl(value: String): AnomalyDetectorBase.this.type

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