DataQualityMonitoringSignal 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.DataQualityMonitoringSignalTypeConverter))]
public class DataQualityMonitoringSignal : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IDataQualityMonitoringSignal, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

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

Public Class DataQualityMonitoringSignal
Implements IDataQualityMonitoringSignal, IValidates

Inheritance: Object
DataQualityMonitoringSignal

Attributes: TypeConverterAttribute

Implements: IDataQualityMonitoringSignal IMonitoringSignalBase IJsonSerializable IValidates

Constructors

DataQualityMonitoringSignal()

Creates an new DataQualityMonitoringSignal 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 DataQualityMonitoringSignal.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of DataQualityMonitoringSignal.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IDataQualityMonitoringSignal.
FromJsonString(String)	Creates a new instance of DataQualityMonitoringSignal, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of DataQualityMonitoringSignal 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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