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. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

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

   

   Definition Classes

   Params

7. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

8. val concurrency: Param[Int]

   

   Definition Classes

   HTTPParams

9. val concurrentTimeout: Param[Double]

   

   Definition Classes

   HTTPParams

10. def contentType: (Row) ⇒ String

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

11. def copy(extra: ParamMap): Transformer

    

    Definition Classes

    CognitiveServicesBaseWithoutHandler → Transformer → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

13. val customInterval: ServiceParam[Int]

    

    Definition Classes

    AnomalyDetectorBase

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    

    Definition Classes

    AnyRef

17. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

18. val errorCol: Param[String]

    

    Definition Classes

    HasErrorCol

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

    

    Definition Classes

    Params

20. def explainParams(): String

    

    Definition Classes

    Params

21. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

23. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef → Any

26. def getConcurrency: Int

    
    Definition Classes

    HTTPParams

27. def getConcurrentTimeout: Double

    
    Definition Classes

    HTTPParams

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

    

    Definition Classes

    Params

29. def getErrorCol: String

    

    Definition Classes

    HasErrorCol

30. def getHandler: HandlerFunc

    
    Definition Classes

    HasHandler

31. def getInternalInputParser(schema: StructType): HTTPInputParser

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

32. def getInternalOutputParser(schema: StructType): HTTPOutputParser

    

    Attributes

    protected

    Definition Classes

    HasInternalJsonOutputParser

33. def getInternalTransformer(schema: StructType): PipelineModel

    

    Attributes

    protected

    Definition Classes

    CognitiveServicesBaseWithoutHandler

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

    

    Definition Classes

    Params

35. def getOutputCol: String

    
    Definition Classes

    HasOutputCol

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

    

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    

    Definition Classes

    HasServiceParams

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

    

    Definition Classes

    HasServiceParams

40. def getSubscriptionKey: String

    

    Definition Classes

    HasSubscriptionKey

41. def getSubscriptionKeyCol: String

    

    Definition Classes

    HasSubscriptionKey

42. def getTimeout: Double

    
    Definition Classes

    HTTPParams

43. def getUrl: String

    
    Definition Classes

    HasURL

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

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

50. def getVectorParam(name: String): String

    

    Definition Classes

    HasServiceParams

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

    

    Definition Classes

    HasServiceParams

52. def getVectorParamMap: Map[String, String]

    

    Attributes

    protected

    Definition Classes

    HasServiceParams

53. val granularity: ServiceParam[String]

    

    Definition Classes

    AnomalyDetectorBase

54. val handler: UDFParam

    

    Definition Classes

    HasHandler

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

    

    Definition Classes

    CognitiveServicesBase → CognitiveServicesBaseWithoutHandler

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

    

    Definition Classes

    Params

57. def hasParam(paramName: String): Boolean

    

    Definition Classes

    Params

58. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

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

    

    Attributes

    protected

    Definition Classes

    Logging

60. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

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

    

    Definition Classes

    Params

63. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

65. def isTraceEnabled(): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

66. def log: Logger

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

68. def logDebug(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

70. def logError(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

72. def logInfo(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

73. def logName: String

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

75. def logTrace(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

78. val maxAnomalyRatio: ServiceParam[Double]

    

    Definition Classes

    AnomalyDetectorBase

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

    

    Definition Classes

    AnyRef

80. final def notify(): Unit

    

    Definition Classes

    AnyRef

81. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

82. val outputCol: Param[String]

    

    The name of the output column

    The name of the output column

    Definition Classes

    HasOutputCol

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

    

    Definition Classes

    Params

84. val period: ServiceParam[Int]

    

    Definition Classes

    AnomalyDetectorBase

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

    

    Attributes

    protected

    Definition Classes

    AnomalyDetectorBase → HasCognitiveServiceInput

86. def prepareMethod(): HttpRequestBase

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

87. def prepareUrl: (Row) ⇒ String

    

    Attributes

    protected

    Definition Classes

    HasCognitiveServiceInput

88. def responseDataType: DataType

    

    Definition Classes

    DetectAnomalies → HasInternalJsonOutputParser

89. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

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

90. val sensitivity: ServiceParam[Int]

    

    Definition Classes

    AnomalyDetectorBase

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

    

    Definition Classes

    AnomalyDetectorBase

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Definition Classes

    Params

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

    
    Definition Classes

    HTTPParams

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

    
    Definition Classes

    HTTPParams

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

    

    Definition Classes

    AnomalyDetectorBase

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

    

    Definition Classes

    AnomalyDetectorBase

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

    

    Attributes

    protected

    Definition Classes

    Params

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

     

     Attributes

     protected

     Definition Classes

     Params

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

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     HasErrorCol

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     HasHandler

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

     

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     AnomalyDetectorBase

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

     
     Definition Classes

     HasOutputCol

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

     Definition Classes

     AnomalyDetectorBase

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

     

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

     

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

     

     Definition Classes

     HasSubscriptionKey

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

     

     Definition Classes

     HasSubscriptionKey

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

     
     Definition Classes

     HTTPParams

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

     
     Definition Classes

     HasURL

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

     

     Definition Classes

     HasServiceParams

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

     

     Definition Classes

     HasServiceParams

125. def shouldSkip(row: Row): Boolean

     

     Attributes

     protected

     Definition Classes

     HasServiceParams

126. val subscriptionKey: ServiceParam[String]

     

     Definition Classes

     HasSubscriptionKey

127. val subscriptionKeyHeaderName: String

     

     Attributes

     protected

     Definition Classes

     HasCognitiveServiceInput

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

     

     Definition Classes

     AnyRef

129. val timeout: Param[Double]

     

     Definition Classes

     HTTPParams

130. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

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

     

     Definition Classes

     CognitiveServicesBaseWithoutHandler → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

134. def transformSchema(schema: StructType): StructType

     

     Definition Classes

     CognitiveServicesBaseWithoutHandler → PipelineStage

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

136. val uid: String

     

     Definition Classes

     DetectAnomalies → AnomalyDetectorBase → CognitiveServicesBaseWithoutHandler → Identifiable

137. val url: Param[String]

     

     Definition Classes

     HasURL

138. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

141. def write: MLWriter

     

     Definition Classes

     ComplexParamsWritable → MLWritable