DataQualityMonitoringSignalResponse

data class DataQualityMonitoringSignalResponse(val featureDataTypeOverride: Map<String, String>? = null, val featureImportanceSettings: FeatureImportanceSettingsResponse? = null, val features: Any? = null, val metricThresholds: List<Either<CategoricalDataQualityMetricThresholdResponse, NumericalDataQualityMetricThresholdResponse>>, val notificationTypes: List<String>? = null, val productionData: Any, val properties: Map<String, String>? = null, val referenceData: Any, val signalType: String)

Constructors

constructor(featureDataTypeOverride: Map<String, String>? = null, featureImportanceSettings: FeatureImportanceSettingsResponse? = null, features: Any? = null, metricThresholds: List<Either<CategoricalDataQualityMetricThresholdResponse, NumericalDataQualityMetricThresholdResponse>>, notificationTypes: List<String>? = null, productionData: Any, properties: Map<String, String>? = null, referenceData: Any, signalType: String)

A dictionary that maps feature names to their respective data types.

The settings for computing feature importance.

val features: Any? = null

The features to calculate drift over.

Required A list of metrics to calculate and their associated thresholds.

The current notification mode for this signal.

Required The data produced by the production service which drift will be calculated for.

Property dictionary. Properties can be added, but not removed or altered.

Required The data to calculate drift against.

Expected value is 'DataQuality'.