Type Members

1.  case class ADEntireResponse(isAnomaly: Seq[Boolean], isPositiveAnomaly: Seq[Boolean], isNegativeAnomaly: Seq[Boolean], period: Int, expectedValues: Seq[Double], upperMargins: Seq[Double], lowerMargins: Seq[Double], severity: Seq[Double]) extends Product with Serializable
2.  case class ADLastResponse(isAnomaly: Boolean, isPositiveAnomaly: Boolean, isNegativeAnomaly: Boolean, period: Int, expectedValue: Double, upperMargin: Double, lowerMargin: Double, suggestedWindow: Int, severity: Double) extends Product with Serializable
3.  case class ADRequest(series: Seq[TimeSeriesPoint], granularity: String, maxAnomalyRatio: Option[Double], sensitivity: Option[Int], customInterval: Option[Int], period: Option[Int], imputeMode: Option[String], imputeFixedValue: Option[Double]) extends Product with Serializable
4.  case class ADSingleResponse(isAnomaly: Boolean, isPositiveAnomaly: Boolean, isNegativeAnomaly: Boolean, period: Int, expectedValue: Double, upperMargin: Double, lowerMargin: Double, severity: Double) extends Product with Serializable
5.  case class AlignPolicy(alignMode: Option[String], fillNAMethod: Option[String], paddingValue: Option[Int]) extends Product with Serializable
6.  abstract class AnomalyDetectorBase extends CognitiveServicesBase with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation with HasSetLinkedService
7.  case class CorrelationChanges(changedVariables: Option[Seq[String]]) extends Product with Serializable
8.  case class DLMARequest(variables: Seq[Variable], topContributorCount: Int) extends Product with Serializable
9.  case class DLMAResponse(variableStates: Option[Seq[DMAVariableState]], results: Option[Seq[DMAResult]]) extends Product with Serializable
10.  case class DMAError(code: Option[String], message: Option[String]) extends Product with Serializable
11.  case class DMARequest(dataSource: String, startTime: String, endTime: String, topContributorCount: Option[Int]) extends Product with Serializable
12.  case class DMAResponse(resultId: String, summary: DMASummary, results: Option[Seq[DMAResult]]) extends Product with Serializable
13.  case class DMAResult(timestamp: String, value: Option[DMAValue], errors: Option[Seq[DMAError]]) extends Product with Serializable
14.  case class DMASetupInfo(dataSource: String, topContributorCount: Option[Int], startTime: String, endTime: String) extends Product with Serializable
15.  case class DMASummary(status: String, errors: Option[Seq[DMAError]], variableStates: Option[Seq[DMAVariableState]], setupInfo: DMASetupInfo) extends Product with Serializable
16.  case class DMAValue(interpretation: Option[Seq[Interpretation]], isAnomaly: Option[Boolean], severity: Option[Double], score: Option[Double]) extends Product with Serializable
17.  case class DMAVariableState(variable: Option[String], filledNARatio: Option[Double], effectiveCount: Option[Int], firstTimestamp: Option[String], lastTimestamp: Option[String]) extends Product with Serializable
18.  trait DetectMAParams extends Params
19.  case class DiagnosticsInfo(modelState: Option[ModelState], variableStates: Option[Seq[DMAVariableState]]) extends Product with Serializable
20.  trait HasTimestampCol extends Params
21.  case class Interpretation(variable: Option[String], contributionScore: Option[Double], correlationChanges: Option[CorrelationChanges]) extends Product with Serializable
22.  trait MADBase extends HasOutputCol with TimeConverter with MADHttpRequest with HasSetLocation with HasInputCols with ComplexParamsWritable with Wrappable with HasTimestampCol with HasErrorCol with SynapseMLLogging
23.  trait MADHttpRequest extends HasURL with HasSubscriptionKey with HasAsyncReply
24.  case class MAEModelInfo(slidingWindow: Option[Int], alignPolicy: Option[AlignPolicy], dataSource: String, dataSchema: String, startTime: String, endTime: String, displayName: Option[String], status: String, errors: Option[Seq[DMAError]], diagnosticsInfo: Option[DiagnosticsInfo]) extends Product with Serializable
25.  case class MAERequest(dataSource: String, dataSchema: String, startTime: String, endTime: String, slidingWindow: Option[Int], alignPolicy: Option[AlignPolicy], displayName: Option[String]) extends Product with Serializable
26.  case class MAEResponse(modelId: String, createdTime: String, lastUpdatedTime: String, modelInfo: MAEModelInfo) extends Product with Serializable
27.  case class ModelState(epochIds: Option[Seq[Int]], trainLosses: Option[Seq[Double]], validationLosses: Option[Seq[Double]], latenciesInSeconds: Option[Seq[Double]]) extends Product with Serializable
28.  trait TimeConverter extends AnyRef
29.  case class TimeSeriesPoint(timestamp: String, value: Double) extends Product with Serializable
30.  case class Variable(timestamps: Seq[String], values: Seq[Double], variable: String) extends Product with Serializable
31.  class DetectAnomalies extends AnomalyDetectorBase with SynapseMLLogging

    Annotations

    @deprecated

    Deprecated

    (Since version v1.0.0)

32.  class DetectLastAnomaly extends AnomalyDetectorBase with SynapseMLLogging

    Annotations

    @deprecated

    Deprecated

    (Since version v1.0.0)

33.  class DetectLastMultivariateAnomaly extends CognitiveServicesBase with HasInternalJsonOutputParser with TimeConverter with HasTimestampCol with HasSetLocation with HasCognitiveServiceInput with HasBatchSize with ComplexParamsWritable with Wrappable with HasErrorCol with SynapseMLLogging with DetectMAParams

    Annotations

    @deprecated

    Deprecated

    (Since version v1.0.0)

34.  class SimpleDetectAnomalies extends AnomalyDetectorBase with HasOutputCol with SynapseMLLogging

    Annotations

    @deprecated

    Deprecated

    (Since version v1.0.0)

35.  class SimpleDetectMultivariateAnomaly extends Model[SimpleDetectMultivariateAnomaly] with MADBase with HasHandler with DetectMAParams

    Annotations

    @deprecated

    Deprecated

    (Since version v1.0.0)

36.  class SimpleFitMultivariateAnomaly extends Estimator[SimpleDetectMultivariateAnomaly] with MADBase

    Annotations

    @deprecated

    Deprecated

    (Since version v1.0.0)