FeatureAttributionDriftMonitoringSignalArgs

data class FeatureAttributionDriftMonitoringSignalArgs(val featureDataTypeOverride: Output<Map<String, Either<String, MonitoringFeatureDataType>>>? = null, val featureImportanceSettings: Output<FeatureImportanceSettingsArgs>, val metricThreshold: Output<FeatureAttributionMetricThresholdArgs>, val notificationTypes: Output<List<Either<String, MonitoringNotificationType>>>? = null, val productionData: Output<List<Any>>, val properties: Output<Map<String, String>>? = null, val referenceData: Output<Any>, val signalType: Output<String>) : ConvertibleToJava<FeatureAttributionDriftMonitoringSignalArgs>

Constructors

constructor(featureDataTypeOverride: Output<Map<String, Either<String, MonitoringFeatureDataType>>>? = null, featureImportanceSettings: Output<FeatureImportanceSettingsArgs>, metricThreshold: Output<FeatureAttributionMetricThresholdArgs>, notificationTypes: Output<List<Either<String, MonitoringNotificationType>>>? = null, productionData: Output<List<Any>>, properties: Output<Map<String, String>>? = null, referenceData: Output<Any>, signalType: Output<String>)

Properties

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

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Required The settings for computing feature importance.

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

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The current notification mode for this signal.

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val productionData: Output<List<Any>>

Required The data which drift will be calculated for.

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val properties: Output<Map<String, String>>? = null

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

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val referenceData: Output<Any>

Required The data to calculate drift against.

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val signalType: Output<String>

Expected value is 'FeatureAttributionDrift'.

Functions

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open override fun toJava(): FeatureAttributionDriftMonitoringSignalArgs