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. HasUrlPath
  5. HasInternalJsonOutputParser
  6. HasCognitiveServiceInput
  7. CognitiveServicesBase
  8. HasHandler
  9. CognitiveServicesBaseNoHandler
  10. BasicLogging
  11. HasErrorCol
  12. HasSubscriptionKey
  13. HasServiceParams
  14. ComplexParamsWritable
  15. MLWritable
  16. HasURL
  17. HasOutputCol
  18. ConcurrencyParams
  19. Wrappable
  20. RWrappable
  21. PythonWrappable
  22. BaseWrappable
  23. Transformer
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. 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. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  7. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  8. def explainParams(): String
    Definition Classes
    Params
  9. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  10. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  11. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  13. def getConcurrentTimeout: Double

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

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

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

    Definition Classes
    ConcurrencyParams
  25. def getUrl: String

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

    The name of the output column

    The name of the output column

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

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

    Definition Classes
    ConcurrencyParams
  56. def setCustomInterval(v: Int): AnomalyDetectorBase.this.type
  57. def setCustomIntervalCol(v: String): AnomalyDetectorBase.this.type
  58. def setErrorCol(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasErrorCol
  59. def setGranularity(v: String): AnomalyDetectorBase.this.type
  60. def setGranularityCol(v: String): AnomalyDetectorBase.this.type
  61. def setHandler(v: HandlerFunc): AnomalyDetectorBase.this.type
    Definition Classes
    HasHandler
  62. def setLinkedService(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSetLinkedService
  63. def setLocation(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSetLocation
  64. def setMaxAnomalyRatio(v: Double): AnomalyDetectorBase.this.type
  65. def setMaxAnomalyRatioCol(v: String): AnomalyDetectorBase.this.type
  66. def setOutputCol(value: String): AnomalyDetectorBase.this.type

    Definition Classes
    HasOutputCol
  67. def setPeriod(v: Int): AnomalyDetectorBase.this.type
  68. def setPeriodCol(v: String): AnomalyDetectorBase.this.type
  69. def setScalarParam[T](name: String, value: T): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  70. def setScalarParam[T](p: ServiceParam[T], value: T): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  71. def setSensitivity(v: Int): AnomalyDetectorBase.this.type
  72. def setSensitivityCol(v: String): AnomalyDetectorBase.this.type
  73. def setSubscriptionKey(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSubscriptionKey
  74. def setSubscriptionKeyCol(v: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasSubscriptionKey
  75. def setTimeout(value: Double): AnomalyDetectorBase.this.type

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

    Definition Classes
    HasURL
  77. def setVectorParam(name: String, value: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  78. def setVectorParam[T](p: ServiceParam[T], value: String): AnomalyDetectorBase.this.type
    Definition Classes
    HasServiceParams
  79. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  80. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  81. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  82. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  83. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  84. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  85. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  86. val uid: String
    Definition Classes
    AnomalyDetectorBase → CognitiveServicesBaseNoHandler → BasicLogging → Identifiable
  87. val url: Param[String]
    Definition Classes
    HasURL
  88. val ver: String
    Definition Classes
    BasicLogging
  89. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable