PredictionDriftMonitoringSignal Class

Reference

Definition

Namespace:: Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:: Az.MachineLearningServices.private.dll

Important

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[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.PredictionDriftMonitoringSignalTypeConverter))]
public class PredictionDriftMonitoringSignal : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IPredictionDriftMonitoringSignal, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.PredictionDriftMonitoringSignalTypeConverter))>]
type PredictionDriftMonitoringSignal = class
    interface IPredictionDriftMonitoringSignal
    interface IJsonSerializable
    interface IMonitoringSignalBase
    interface IValidates

Public Class PredictionDriftMonitoringSignal
Implements IPredictionDriftMonitoringSignal, IValidates

Inheritance: Object
PredictionDriftMonitoringSignal

Attributes: TypeConverterAttribute

Implements: IMonitoringSignalBase IPredictionDriftMonitoringSignal IJsonSerializable IValidates

Constructors

PredictionDriftMonitoringSignal()

Creates an new PredictionDriftMonitoringSignal instance.

Properties

FeatureDataTypeOverride	A dictionary that maps feature names to their respective data types.
MetricThreshold	[Required] A list of metrics to calculate and their associated thresholds.
NotificationType	The current notification mode for this signal.
ProductionDataColumn	Mapping of column names to special uses.
ProductionDataContext	The context metadata of the data source.
ProductionDataInputDataType	[Required] Specifies the type of signal to monitor.
ProductionDataJobInputType	[Required] Specifies the type of job.
ProductionDataUri	[Required] Input Asset URI.
Property	Property dictionary. Properties can be added, but not removed or altered.
ReferenceDataColumn	Mapping of column names to special uses.
ReferenceDataContext	The context metadata of the data source.
ReferenceDataInputDataType	[Required] Specifies the type of signal to monitor.
ReferenceDataJobInputType	[Required] Specifies the type of job.
ReferenceDataUri	[Required] Input Asset URI.
SignalType	[Required] Specifies the type of signal to monitor.

Methods

DeserializeFromDictionary(IDictionary)	Deserializes a IDictionary into an instance of PredictionDriftMonitoringSignal.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of PredictionDriftMonitoringSignal.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IPredictionDriftMonitoringSignal.
FromJsonString(String)	Creates a new instance of PredictionDriftMonitoringSignal, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of PredictionDriftMonitoringSignal into a JsonNode.
ToJsonString()	Serializes this instance to a json string.
ToString()
Validate(IEventListener)	Validates that this object meets the validation criteria.

Applies to

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