DetectAnomalies

Value Members

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

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

3. final def $[T](param: Param[T]): T

   

   Attributes

   protected

   Definition Classes

   Params

4. final def ==(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

5. def additionalPythonMethods(): String

   

   Definition Classes

   HasSetLocation → Wrappable

6. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

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

   

   Definition Classes

   Params

8. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

9. val concurrency: Param[Int]

   

   Definition Classes

   HTTPParams

10. val concurrentTimeout: Param[Double]

    

    Definition Classes

    HTTPParams

11. def contentType: (Row) ⇒ String

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

12. def copy(extra: ParamMap): Transformer

    

    Definition Classes

    CognitiveServicesBaseWithoutHandler → Transformer → PipelineStage → Params

13. def copyValues[T <: Params](to: T, extra: ParamMap): T

    

    Attributes

    protected

    Definition Classes

    Params

14. val customInterval: ServiceParam[Int]

    

    Definition Classes

    AnomalyDetectorBase

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

    

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    protected

    Definition Classes

    Params

16. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

17. final def eq(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

18. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

19. val errorCol: Param[String]

    

    Definition Classes

    HasErrorCol

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

    

    Definition Classes

    Params

21. def explainParams(): String

    

    Definition Classes

    Params

22. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

23. final def extractParamMap(extra: ParamMap): ParamMap

    

    Definition Classes

    Params

24. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

25. final def get[T](param: Param[T]): Option[T]

    

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef → Any

27. def getConcurrency: Int

    
    Definition Classes

    HTTPParams

28. def getConcurrentTimeout: Double

    
    Definition Classes

    HTTPParams

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

    

    Definition Classes

    Params

30. def getErrorCol: String

    

    Definition Classes

    HasErrorCol

31. def getHandler: HandlerFunc

    
    Definition Classes

    HasHandler

32. def getInternalInputParser(schema: StructType): HTTPInputParser

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

33. def getInternalOutputParser(schema: StructType): HTTPOutputParser

    

    Attributes

    protected

    Definition Classes

    HasInternalJsonOutputParser

34. def getInternalTransformer(schema: StructType): PipelineModel

    

    Attributes

    protected

    Definition Classes

    CognitiveServicesBaseWithoutHandler

35. final def getOrDefault[T](param: Param[T]): T

    

    Definition Classes

    Params

36. def getOutputCol: String

    
    Definition Classes

    HasOutputCol

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

    

    Definition Classes

    Params

38. def getRequiredParams: Array[ServiceParam[_]]

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

39. def getScalarParam[T](name: String): T

    

    Definition Classes

    HasServiceParams

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

    

    Definition Classes

    HasServiceParams

41. def getSubscriptionKey: String

    

    Definition Classes

    HasSubscriptionKey

42. def getSubscriptionKeyCol: String

    

    Definition Classes

    HasSubscriptionKey

43. def getTimeout: Double

    
    Definition Classes

    HTTPParams

44. def getUrl: String

    
    Definition Classes

    HasURL

45. def getUrlParams: Array[ServiceParam[_]]

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

46. def getValue[T](row: Row, p: ServiceParam[T]): T

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

47. def getValueAny(row: Row, p: ServiceParam[_]): Any

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

48. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

50. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

51. def getVectorParam(name: String): String

    

    Definition Classes

    HasServiceParams

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

    

    Definition Classes

    HasServiceParams

53. def getVectorParamMap: Map[String, String]

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

54. val granularity: ServiceParam[String]

    

    Definition Classes

    AnomalyDetectorBase

55. val handler: UDFParam

    

    Definition Classes

    HasHandler

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

    

    Definition Classes

    CognitiveServicesBase → CognitiveServicesBaseWithoutHandler

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

    

    Definition Classes

    Params

58. def hasParam(paramName: String): Boolean

    

    Definition Classes

    Params

59. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

60. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

61. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

62. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

63. final def isDefined(param: Param[_]): Boolean

    

    Definition Classes

    Params

64. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

66. def isTraceEnabled(): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

67. def log: Logger

    

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    protected

    Definition Classes

    Logging

68. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

69. def logDebug(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

70. def logError(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

71. def logError(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

72. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

73. def logInfo(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

74. def logName: String

    

    Attributes

    protected

    Definition Classes

    Logging

75. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

76. def logTrace(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

77. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

78. def logWarning(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

79. val maxAnomalyRatio: ServiceParam[Double]

    

    Definition Classes

    AnomalyDetectorBase

80. final def ne(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

81. final def notify(): Unit

    

    Definition Classes

    AnyRef

82. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

83. val outputCol: Param[String]

    

    The name of the output column

    The name of the output column

    Definition Classes

    HasOutputCol

84. lazy val params: Array[Param[_]]

    

    Definition Classes

    Params

85. val period: ServiceParam[Int]

    

    Definition Classes

    AnomalyDetectorBase

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

    

    Attributes

    protected

    Definition Classes

    AnomalyDetectorBase → HasCognitiveServiceInput

87. def prepareMethod(): HttpRequestBase

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

88. def prepareUrl: (Row) ⇒ String

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

89. def responseDataType: DataType

    

    Definition Classes

    DetectAnomalies → HasInternalJsonOutputParser

90. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

    @Since( "1.6.0" ) @throws( ... )

91. val sensitivity: ServiceParam[Int]

    

    Definition Classes

    AnomalyDetectorBase

92. val series: ServiceParam[Seq[TimeSeriesPoint]]

    

    Definition Classes

    AnomalyDetectorBase

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

    

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    protected

    Definition Classes

    Params

94. final def set(param: String, value: Any): DetectAnomalies.this.type

    

    Attributes

    protected

    Definition Classes

    Params

95. final def set[T](param: Param[T], value: T): DetectAnomalies.this.type

    

    Definition Classes

    Params

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

    
    Definition Classes

    HTTPParams

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

    
    Definition Classes

    HTTPParams

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

    

    Definition Classes

    AnomalyDetectorBase

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

    

    Definition Classes

    AnomalyDetectorBase

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

     

     Attributes

     protected

     Definition Classes

     Params

101. final def setDefault[T](param: Param[T], value: T): DetectAnomalies.this.type

     

     Attributes

     protected

     Definition Classes

     Params

102. def setDefaultValue[T](p: ServiceParam[T], value: Option[T]): DetectAnomalies.this.type

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     HasErrorCol

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     HasHandler

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

     

     Definition Classes

     DetectAnomalies → HasSetLocation

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     AnomalyDetectorBase

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

     
     Definition Classes

     HasOutputCol

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

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

     

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

     

     Definition Classes

     HasSubscriptionKey

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

     

     Definition Classes

     HasSubscriptionKey

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

     
     Definition Classes

     HTTPParams

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

     
     Definition Classes

     HasURL

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

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     HasServiceParams

126. def shouldSkip(row: Row): Boolean

     

     Attributes

     protected

     Definition Classes

     HasServiceParams

127. val subscriptionKey: ServiceParam[String]

     

     Definition Classes

     HasSubscriptionKey

128. val subscriptionKeyHeaderName: String

     

     Attributes

     protected

     Definition Classes

     HasCognitiveServiceInput

129. final def synchronized[T0](arg0: ⇒ T0): T0

     

     Definition Classes

     AnyRef

130. val timeout: Param[Double]

     

     Definition Classes

     HTTPParams

131. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

132. def transform(dataset: Dataset[_]): DataFrame

     

     Definition Classes

     CognitiveServicesBaseWithoutHandler → Transformer

133. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

134. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

135. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     CognitiveServicesBaseWithoutHandler → PipelineStage

136. def transformSchema(schema: StructType, logging: Boolean): StructType

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

137. val uid: String

     

     Definition Classes

     DetectAnomalies → AnomalyDetectorBase → CognitiveServicesBaseWithoutHandler → Identifiable

138. val url: Param[String]

     

     Definition Classes

     HasURL

139. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

140. final def wait(arg0: Long, arg1: Int): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

141. final def wait(arg0: Long): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

142. def write: MLWriter

     

     Definition Classes

     ComplexParamsWritable → MLWritable