DataDriftMonitoringSignal 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.DataDriftMonitoringSignalTypeConverter))]
public class DataDriftMonitoringSignal : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IDataDriftMonitoringSignal, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

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

Public Class DataDriftMonitoringSignal
Implements IDataDriftMonitoringSignal, IValidates

Inheritance: Object
DataDriftMonitoringSignal

Attributes: TypeConverterAttribute

Implements: IDataDriftMonitoringSignal IMonitoringSignalBase IJsonSerializable IValidates

Constructors

DataDriftMonitoringSignal()

Creates an new DataDriftMonitoringSignal instance.

Properties

FeatureDataTypeOverride	A dictionary that maps feature names to their respective data types.
FeatureFilterType	[Required] Specifies the feature filter to leverage when selecting features to calculate metrics over.
FeatureImportanceSettingMode	The mode of operation for computing feature importance.
FeatureImportanceSettingTargetColumn	The name of the target column within the input data asset.
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 DataDriftMonitoringSignal.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of DataDriftMonitoringSignal.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IDataDriftMonitoringSignal.
FromJsonString(String)	Creates a new instance of DataDriftMonitoringSignal, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of DataDriftMonitoringSignal 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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