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. HasCustomAuthHeader
  8. CognitiveServicesBase
  9. HasHandler
  10. CognitiveServicesBaseNoHandler
  11. SynapseMLLogging
  12. HasCustomCogServiceDomain
  13. HasUrlPath
  14. HasAADToken
  15. HasErrorCol
  16. HasSubscriptionKey
  17. HasServiceParams
  18. ComplexParamsWritable
  19. MLWritable
  20. HasURL
  21. HasOutputCol
  22. ConcurrencyParams
  23. Wrappable
  24. DotnetWrappable
  25. RWrappable
  26. PythonWrappable
  27. BaseWrappable
  28. Transformer
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. 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. val CustomAuthHeader: ServiceParam[String]
    Definition Classes
    HasCustomAuthHeader
  3. final def clear(param: Param[_]): AnomalyDetectorBase.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]
  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]
  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]
  43. val imputeMode: ServiceParam[String]
  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]
  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]
  57. def pyAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → PythonWrappable
  58. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  59. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  60. val sensitivity: ServiceParam[Int]
  61. val series: ServiceParam[Seq[TimeSeriesPoint]]
  62. final def set[T](param: Param[T], value: T): AnomalyDetectorBase.this.type
    Definition Classes
    Params
  63. def setAADToken(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasAADToken
  64. def setAADTokenCol(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasAADToken
  65. def setConcurrency(value: Int): AnomalyDetectorBase.this.type

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

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

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

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

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