Class/Object

com.microsoft.ml.spark.cognitive

SimpleDetectAnomalies

Related Docs: object SimpleDetectAnomalies | package cognitive

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class SimpleDetectAnomalies extends AnomalyDetectorBase with HasOutputCol

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Inherited
  1. SimpleDetectAnomalies
  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 SimpleDetectAnomalies()

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  2. new SimpleDetectAnomalies(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[_]): SimpleDetectAnomalies.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 getGroupbyCol: String

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  32. def getHandler: HandlerFunc

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

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

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

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

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    Definition Classes
    Params
  37. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  42. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  43. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  44. def getTimeout: Double

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    Definition Classes
    HTTPParams
  45. def getTimestampCol: String

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  46. def getUrl: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  51. def getValueCol: String

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  52. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]

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

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

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

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

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

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    Definition Classes
    AnomalyDetectorBase
  58. val groupbyCol: Param[String]

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  59. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  63. def hashCode(): Int

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

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

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

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

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

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

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    Definition Classes
    Params
  70. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  71. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  78. def logName: String

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

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

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

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

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

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

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

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

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

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    The name of the output column

    The name of the output column

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  93. def responseDataType: DataType

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  94. def save(path: String): Unit

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

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

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

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

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

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    Definition Classes
    Params
  100. def setConcurrency(value: Int): SimpleDetectAnomalies.this.type

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    Definition Classes
    HTTPParams
  101. def setConcurrentTimeout(value: Double): SimpleDetectAnomalies.this.type

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    Definition Classes
    HTTPParams
  102. def setCustomInterval(v: Int): SimpleDetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  103. def setCustomIntervalCol(v: String): SimpleDetectAnomalies.this.type

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

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

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

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

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    Definition Classes
    HasServiceParams
  108. def setErrorCol(v: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    HasErrorCol
  109. def setGranularity(v: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  110. def setGranularityCol(v: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  111. def setGroupbyCol(v: String): SimpleDetectAnomalies.this.type

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  112. def setHandler(v: HandlerFunc): SimpleDetectAnomalies.this.type

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    Definition Classes
    HasHandler
  113. def setLocation(v: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    SimpleDetectAnomaliesHasSetLocation
  114. def setMaxAnomalyRatio(v: Double): SimpleDetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  115. def setMaxAnomalyRatioCol(v: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  116. def setOutputCol(value: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    HasOutputCol
  117. def setPeriod(v: Int): SimpleDetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  118. def setPeriodCol(v: String): SimpleDetectAnomalies.this.type

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

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

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    Definition Classes
    HasServiceParams
  121. def setSensitivity(v: Int): SimpleDetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  122. def setSensitivityCol(v: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    AnomalyDetectorBase
  123. def setSubscriptionKey(v: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    HasSubscriptionKey
  124. def setSubscriptionKeyCol(v: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    HasSubscriptionKey
  125. def setTimeout(value: Double): SimpleDetectAnomalies.this.type

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    Definition Classes
    HTTPParams
  126. def setTimestampCol(v: String): SimpleDetectAnomalies.this.type

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  127. def setUrl(value: String): SimpleDetectAnomalies.this.type

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    Definition Classes
    HasURL
  128. def setValueCol(v: String): SimpleDetectAnomalies.this.type

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  129. def setVectorParam(name: String, value: String): SimpleDetectAnomalies.this.type

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

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

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

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    Definition Classes
    HasSubscriptionKey
  133. val subscriptionKeyHeaderName: String

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

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

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    Definition Classes
    HTTPParams
  136. val timestampCol: Param[String]

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  137. def toString(): String

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

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

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

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

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    Definition Classes
    SimpleDetectAnomaliesCognitiveServicesBaseWithoutHandler → PipelineStage
  142. def transformSchema(schema: StructType, logging: Boolean): StructType

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

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  144. val url: Param[String]

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    Definition Classes
    HasURL
  145. val valueCol: Param[String]

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  146. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  149. 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