Packages

c

com.microsoft.azure.synapse.ml.cognitive

AnomalyDetectorBase

abstract class AnomalyDetectorBase extends CognitiveServicesBase with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation with HasSetLinkedService

Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. AnomalyDetectorBase
  2. HasSetLinkedService
  3. HasSetLocation
  4. DomainHelper
  5. HasUrlPath
  6. HasInternalJsonOutputParser
  7. HasCognitiveServiceInput
  8. CognitiveServicesBase
  9. HasHandler
  10. CognitiveServicesBaseNoHandler
  11. BasicLogging
  12. HasErrorCol
  13. HasSubscriptionKey
  14. HasServiceParams
  15. ComplexParamsWritable
  16. MLWritable
  17. HasURL
  18. HasOutputCol
  19. ConcurrencyParams
  20. Wrappable
  21. DotnetWrappable
  22. RWrappable
  23. PythonWrappable
  24. BaseWrappable
  25. Transformer
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
  1. Hide All
  2. Show All
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. final def clear(param: Param[_]): AnomalyDetectorBase.this.type
    Definition Classes
    Params
  2. val concurrency: Param[Int]
    Definition Classes
    ConcurrencyParams
  3. val concurrentTimeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  4. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  5. val customInterval: ServiceParam[Int]
  6. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → DotnetWrappable
  7. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  8. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  9. def explainParams(): String
    Definition Classes
    Params
  10. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  11. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  12. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  13. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  14. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  15. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  16. def getErrorCol: String
    Definition Classes
    HasErrorCol
  17. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  18. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  19. def getOutputCol: String

    Definition Classes
    HasOutputCol
  20. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  21. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  22. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  23. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  24. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  25. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  26. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  27. def getUrl: String

    Definition Classes
    HasURL
  28. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  29. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  30. val granularity: ServiceParam[String]
  31. val handler: UDFParam
    Definition Classes
    HasHandler
  32. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  33. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  34. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  35. val imputeFixedValue: ServiceParam[Double]
  36. val imputeMode: ServiceParam[String]
  37. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  38. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  39. def logClass(): Unit
    Definition Classes
    BasicLogging
  40. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  41. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  42. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  43. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  44. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  45. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  46. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  47. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  48. val maxAnomalyRatio: ServiceParam[Double]
  49. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  50. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  51. val period: ServiceParam[Int]
  52. def pyAdditionalMethods: String
    Definition Classes
    HasSetLinkedService → PythonWrappable
  53. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  54. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  55. val sensitivity: ServiceParam[Int]
  56. val series: ServiceParam[Seq[TimeSeriesPoint]]
  57. final def set[T](param: Param[T], value: T): AnomalyDetectorBase.this.type
    Definition Classes
    Params
  58. def setConcurrency(value: Int): AnomalyDetectorBase.this.type

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

    Definition Classes
    ConcurrencyParams
  61. def setCustomInterval(v: Int): AnomalyDetectorBase.this.type
  62. def setCustomIntervalCol(v: String): AnomalyDetectorBase.this.type
  63. def setErrorCol(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasErrorCol
  64. def setGranularity(v: String): AnomalyDetectorBase.this.type
  65. def setGranularityCol(v: String): AnomalyDetectorBase.this.type
  66. def setHandler(v: UserDefinedFunction): AnomalyDetectorBase.this.type
    Definition Classes
    HasHandler
  67. def setHandler(v: HandlerFunc): AnomalyDetectorBase.this.type
    Definition Classes
    HasHandler
  68. def setImputeFixedValue(v: Double): AnomalyDetectorBase.this.type
  69. def setImputeFixedValueCol(v: String): AnomalyDetectorBase.this.type
  70. def setImputeMode(v: String): AnomalyDetectorBase.this.type
  71. def setImputeModeCol(v: String): AnomalyDetectorBase.this.type
  72. def setLinkedService(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSetLinkedService
  73. def setLocation(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSetLocation
  74. def setMaxAnomalyRatio(v: Double): AnomalyDetectorBase.this.type
  75. def setMaxAnomalyRatioCol(v: String): AnomalyDetectorBase.this.type
  76. def setOutputCol(value: String): AnomalyDetectorBase.this.type

    Definition Classes
    HasOutputCol
  77. def setPeriod(v: Int): AnomalyDetectorBase.this.type
  78. def setPeriodCol(v: String): AnomalyDetectorBase.this.type
  79. def setScalarParam[T](name: String, value: T): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  80. def setScalarParam[T](p: ServiceParam[T], value: T): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  81. def setSensitivity(v: Int): AnomalyDetectorBase.this.type
  82. def setSensitivityCol(v: String): AnomalyDetectorBase.this.type
  83. def setSubscriptionKey(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSubscriptionKey
  84. def setSubscriptionKeyCol(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSubscriptionKey
  85. def setTimeout(value: Double): AnomalyDetectorBase.this.type

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

    Definition Classes
    HasURL
  87. def setVectorParam(name: String, value: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  88. def setVectorParam[T](p: ServiceParam[T], value: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  89. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  90. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  91. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  92. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  93. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  94. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  95. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  96. val uid: String
    Definition Classes
    AnomalyDetectorBase → CognitiveServicesBaseNoHandler → BasicLogging → Identifiable
  97. val url: Param[String]
    Definition Classes
    HasURL
  98. val ver: String
    Definition Classes
    BasicLogging
  99. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable