Class/Object

com.microsoft.ml.spark.cognitive

DetectAnomalies

Related Docs: object DetectAnomalies | package cognitive

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class DetectAnomalies extends AnomalyDetectorBase

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Inherited
  1. DetectAnomalies
  2. AnomalyDetectorBase
  3. HasSetLocation
  4. HasInternalJsonOutputParser
  5. HasCognitiveServiceInput
  6. CognitiveServicesBase
  7. HasHandler
  8. CognitiveServicesBaseWithoutHandler
  9. HasErrorCol
  10. HasSubscriptionKey
  11. HasServiceParams
  12. ComplexParamsWritable
  13. MLWritable
  14. HasURL
  15. HasOutputCol
  16. HTTPParams
  17. Wrappable
  18. Transformer
  19. PipelineStage
  20. Logging
  21. Params
  22. Serializable
  23. Serializable
  24. Identifiable
  25. AnyRef
  26. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new DetectAnomalies()

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  2. new DetectAnomalies(uid: String)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. def additionalPythonMethods(): String

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    Definition Classes
    HasSetLocationWrappable
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. final def clear(param: Param[_]): DetectAnomalies.this.type

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    Definition Classes
    Params
  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. val concurrency: Param[Int]

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    Definition Classes
    HTTPParams
  10. val concurrentTimeout: Param[Double]

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    Definition Classes
    HTTPParams
  11. def contentType: (Row) ⇒ String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  12. def copy(extra: ParamMap): Transformer

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → Transformer → PipelineStage → Params
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  14. val customInterval: ServiceParam[Int]

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    Definition Classes
    AnomalyDetectorBase
  15. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  16. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  17. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  18. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  19. val errorCol: Param[String]

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    Definition Classes
    HasErrorCol
  20. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  21. def explainParams(): String

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    Definition Classes
    Params
  22. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  23. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  24. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  25. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  26. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  27. def getConcurrency: Int

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    Definition Classes
    HTTPParams
  28. def getConcurrentTimeout: Double

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    Definition Classes
    HTTPParams
  29. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  30. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  31. def getHandler: HandlerFunc

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    Definition Classes
    HasHandler
  32. def getInternalInputParser(schema: StructType): HTTPInputParser

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  33. def getInternalOutputParser(schema: StructType): HTTPOutputParser

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    Attributes
    protected
    Definition Classes
    HasInternalJsonOutputParser
  34. def getInternalTransformer(schema: StructType): PipelineModel

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    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseWithoutHandler
  35. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  36. def getOutputCol: String

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    Definition Classes
    HasOutputCol
  37. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  38. def getRequiredParams: Array[ServiceParam[_]]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  39. def getScalarParam[T](name: String): T

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    Definition Classes
    HasServiceParams
  40. def getScalarParam[T](p: ServiceParam[T]): T

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    Definition Classes
    HasServiceParams
  41. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  42. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  43. def getTimeout: Double

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    Definition Classes
    HTTPParams
  44. def getUrl: String

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    Definition Classes
    HasURL
  45. def getUrlParams: Array[ServiceParam[_]]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  46. def getValue[T](row: Row, p: ServiceParam[T]): T

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  47. def getValueAny(row: Row, p: ServiceParam[_]): Any

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  48. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  49. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  50. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  51. def getVectorParam(name: String): String

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    Definition Classes
    HasServiceParams
  52. def getVectorParam(p: ServiceParam[_]): String

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    Definition Classes
    HasServiceParams
  53. def getVectorParamMap: Map[String, String]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  54. val granularity: ServiceParam[String]

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    Definition Classes
    AnomalyDetectorBase
  55. val handler: UDFParam

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    Definition Classes
    HasHandler
  56. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData

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  57. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  58. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  59. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  60. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  61. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  62. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  63. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  64. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  65. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  66. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  67. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  68. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  69. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  70. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  71. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  72. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  73. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  74. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  75. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  76. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  77. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  78. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  79. val maxAnomalyRatio: ServiceParam[Double]

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    Definition Classes
    AnomalyDetectorBase
  80. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  81. final def notify(): Unit

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    Definition Classes
    AnyRef
  82. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  83. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  84. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  85. val period: ServiceParam[Int]

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    Definition Classes
    AnomalyDetectorBase
  86. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]

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    Attributes
    protected
    Definition Classes
    AnomalyDetectorBaseHasCognitiveServiceInput
  87. def prepareMethod(): HttpRequestBase

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  88. def prepareUrl: (Row) ⇒ String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  89. def responseDataType: DataType

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  90. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  91. val sensitivity: ServiceParam[Int]

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    Definition Classes
    AnomalyDetectorBase
  92. val series: ServiceParam[Seq[TimeSeriesPoint]]

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    Definition Classes
    AnomalyDetectorBase
  93. final def set(paramPair: ParamPair[_]): DetectAnomalies.this.type

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    Attributes
    protected
    Definition Classes
    Params
  94. final def set(param: String, value: Any): DetectAnomalies.this.type

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    Attributes
    protected
    Definition Classes
    Params
  95. final def set[T](param: Param[T], value: T): DetectAnomalies.this.type

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    Definition Classes
    Params
  96. def setConcurrency(value: Int): DetectAnomalies.this.type

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    Definition Classes
    HTTPParams
  97. def setConcurrentTimeout(value: Double): DetectAnomalies.this.type

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    Definition Classes
    HTTPParams
  98. def setCustomInterval(v: Int): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  99. def setCustomIntervalCol(v: String): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  100. final def setDefault(paramPairs: ParamPair[_]*): DetectAnomalies.this.type

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    Attributes
    protected
    Definition Classes
    Params
  101. final def setDefault[T](param: Param[T], value: T): DetectAnomalies.this.type

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    Attributes
    protected
    Definition Classes
    Params
  102. def setDefaultValue[T](p: ServiceParam[T], value: Option[T]): DetectAnomalies.this.type

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    Definition Classes
    HasServiceParams
  103. def setDefaultValue[T](p: ServiceParam[T], value: T): DetectAnomalies.this.type

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    Definition Classes
    HasServiceParams
  104. def setErrorCol(v: String): DetectAnomalies.this.type

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    Definition Classes
    HasErrorCol
  105. def setGranularity(v: String): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  106. def setGranularityCol(v: String): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  107. def setHandler(v: HandlerFunc): DetectAnomalies.this.type

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    Definition Classes
    HasHandler
  108. def setLocation(v: String): DetectAnomalies.this.type

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    Definition Classes
    DetectAnomaliesHasSetLocation
  109. def setMaxAnomalyRatio(v: Double): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  110. def setMaxAnomalyRatioCol(v: String): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  111. def setOutputCol(value: String): DetectAnomalies.this.type

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    Definition Classes
    HasOutputCol
  112. def setPeriod(v: Int): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  113. def setPeriodCol(v: String): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  114. def setScalarParam[T](name: String, value: T): DetectAnomalies.this.type

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    Definition Classes
    HasServiceParams
  115. def setScalarParam[T](p: ServiceParam[T], value: T): DetectAnomalies.this.type

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    Definition Classes
    HasServiceParams
  116. def setSensitivity(v: Int): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  117. def setSensitivityCol(v: String): DetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  118. def setSeries(v: Seq[TimeSeriesPoint]): DetectAnomalies.this.type

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  119. def setSeriesCol(v: String): DetectAnomalies.this.type

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  120. def setSubscriptionKey(v: String): DetectAnomalies.this.type

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    Definition Classes
    HasSubscriptionKey
  121. def setSubscriptionKeyCol(v: String): DetectAnomalies.this.type

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    Definition Classes
    HasSubscriptionKey
  122. def setTimeout(value: Double): DetectAnomalies.this.type

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    Definition Classes
    HTTPParams
  123. def setUrl(value: String): DetectAnomalies.this.type

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    Definition Classes
    HasURL
  124. def setVectorParam(name: String, value: String): DetectAnomalies.this.type

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    Definition Classes
    HasServiceParams
  125. def setVectorParam[T](p: ServiceParam[T], value: String): DetectAnomalies.this.type

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    Definition Classes
    HasServiceParams
  126. def shouldSkip(row: Row): Boolean

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  127. val subscriptionKey: ServiceParam[String]

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    Definition Classes
    HasSubscriptionKey
  128. val subscriptionKeyHeaderName: String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  129. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  130. val timeout: Param[Double]

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    Definition Classes
    HTTPParams
  131. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  132. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → Transformer
  133. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  134. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  135. def transformSchema(schema: StructType): StructType

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → PipelineStage
  136. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  137. val uid: String

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    Definition Classes
    DetectAnomaliesAnomalyDetectorBaseCognitiveServicesBaseWithoutHandler → Identifiable
  138. val url: Param[String]

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    Definition Classes
    HasURL
  139. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  140. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  141. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  142. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from AnomalyDetectorBase

Inherited from HasSetLocation

Inherited from HasCognitiveServiceInput

Inherited from CognitiveServicesBase

Inherited from HasHandler

Inherited from HasErrorCol

Inherited from HasSubscriptionKey

Inherited from HasServiceParams

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasURL

Inherited from HasOutputCol

Inherited from HTTPParams

Inherited from Wrappable

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped