Data
data class DataQualityMonitoringSignalArgs(val featureDataTypeOverride: Output<Map<String, Either<String, MonitoringFeatureDataType>>>? = null, val featureImportanceSettings: Output<FeatureImportanceSettingsArgs>? = null, val features: Output<Any>? = null, val metricThresholds: Output<List<Either<CategoricalDataQualityMetricThresholdArgs, NumericalDataQualityMetricThresholdArgs>>>, val notificationTypes: Output<List<Either<String, MonitoringNotificationType>>>? = null, val productionData: Output<Any>, val properties: Output<Map<String, String>>? = null, val referenceData: Output<Any>, val signalType: Output<String>) : ConvertibleToJava<DataQualityMonitoringSignalArgs>
Constructors
Link copied to clipboard
constructor(featureDataTypeOverride: Output<Map<String, Either<String, MonitoringFeatureDataType>>>? = null, featureImportanceSettings: Output<FeatureImportanceSettingsArgs>? = null, features: Output<Any>? = null, metricThresholds: Output<List<Either<CategoricalDataQualityMetricThresholdArgs, NumericalDataQualityMetricThresholdArgs>>>, notificationTypes: Output<List<Either<String, MonitoringNotificationType>>>? = null, productionData: Output<Any>, properties: Output<Map<String, String>>? = null, referenceData: Output<Any>, signalType: Output<String>)
Properties
Link copied to clipboard
A dictionary that maps feature names to their respective data types.
Link copied to clipboard
The settings for computing feature importance.
Link copied to clipboard
val metricThresholds: Output<List<Either<CategoricalDataQualityMetricThresholdArgs, NumericalDataQualityMetricThresholdArgs>>>
Required A list of metrics to calculate and their associated thresholds.
Link copied to clipboard
The current notification mode for this signal.
Link copied to clipboard
Required The data produced by the production service which drift will be calculated for.
Link copied to clipboard
Property dictionary. Properties can be added, but not removed or altered.
Link copied to clipboard
Required The data to calculate drift against.
Link copied to clipboard
Expected value is 'DataQuality'.