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

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

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

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

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

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