com.google.cloud.aiplatform.v1beta1

Interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig, ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder

Enclosing class:

ModelMonitoringObjectiveConfig

public static interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
boolean	containsAttributionScoreDriftThresholds(String key) Key is the feature name and value is the threshold.
boolean	containsDriftThresholds(String key) Key is the feature name and value is the threshold.
Map<String,ThresholdConfig>	getAttributionScoreDriftThresholds() Deprecated.
int	getAttributionScoreDriftThresholdsCount() Key is the feature name and value is the threshold.
Map<String,ThresholdConfig>	getAttributionScoreDriftThresholdsMap() Key is the feature name and value is the threshold.
ThresholdConfig	getAttributionScoreDriftThresholdsOrDefault(String key, ThresholdConfig defaultValue) Key is the feature name and value is the threshold.
ThresholdConfig	getAttributionScoreDriftThresholdsOrThrow(String key) Key is the feature name and value is the threshold.
ThresholdConfig	getDefaultDriftThreshold() Drift anomaly detection threshold used by all features.
ThresholdConfigOrBuilder	getDefaultDriftThresholdOrBuilder() Drift anomaly detection threshold used by all features.
Map<String,ThresholdConfig>	getDriftThresholds() Deprecated.
int	getDriftThresholdsCount() Key is the feature name and value is the threshold.
Map<String,ThresholdConfig>	getDriftThresholdsMap() Key is the feature name and value is the threshold.
ThresholdConfig	getDriftThresholdsOrDefault(String key, ThresholdConfig defaultValue) Key is the feature name and value is the threshold.
ThresholdConfig	getDriftThresholdsOrThrow(String key) Key is the feature name and value is the threshold.
boolean	hasDefaultDriftThreshold() Drift anomaly detection threshold used by all features.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getDriftThresholdsCount

int getDriftThresholdsCount()

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> drift_thresholds = 1;

containsDriftThresholds

boolean containsDriftThresholds(String key)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> drift_thresholds = 1;

getDriftThresholds

@Deprecated
Map<String,ThresholdConfig> getDriftThresholds()

Deprecated.

Use getDriftThresholdsMap() instead.

getDriftThresholdsMap

Map<String,ThresholdConfig> getDriftThresholdsMap()

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> drift_thresholds = 1;

getDriftThresholdsOrDefault

ThresholdConfig getDriftThresholdsOrDefault(String key,
                                            ThresholdConfig defaultValue)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> drift_thresholds = 1;

getDriftThresholdsOrThrow

ThresholdConfig getDriftThresholdsOrThrow(String key)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> drift_thresholds = 1;

getAttributionScoreDriftThresholdsCount

int getAttributionScoreDriftThresholdsCount()

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> attribution_score_drift_thresholds = 2;

containsAttributionScoreDriftThresholds

boolean containsAttributionScoreDriftThresholds(String key)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> attribution_score_drift_thresholds = 2;

getAttributionScoreDriftThresholds

@Deprecated
Map<String,ThresholdConfig> getAttributionScoreDriftThresholds()

Deprecated.

Use getAttributionScoreDriftThresholdsMap() instead.

getAttributionScoreDriftThresholdsMap

Map<String,ThresholdConfig> getAttributionScoreDriftThresholdsMap()

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> attribution_score_drift_thresholds = 2;

getAttributionScoreDriftThresholdsOrDefault

ThresholdConfig getAttributionScoreDriftThresholdsOrDefault(String key,
                                                            ThresholdConfig defaultValue)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> attribution_score_drift_thresholds = 2;

getAttributionScoreDriftThresholdsOrThrow

ThresholdConfig getAttributionScoreDriftThresholdsOrThrow(String key)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1beta1.ThresholdConfig> attribution_score_drift_thresholds = 2;

hasDefaultDriftThreshold

boolean hasDefaultDriftThreshold()

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1beta1.ThresholdConfig default_drift_threshold = 5;

Returns:

Whether the defaultDriftThreshold field is set.

getDefaultDriftThreshold

ThresholdConfig getDefaultDriftThreshold()

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1beta1.ThresholdConfig default_drift_threshold = 5;

Returns:

The defaultDriftThreshold.

getDefaultDriftThresholdOrBuilder

ThresholdConfigOrBuilder getDefaultDriftThresholdOrBuilder()

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1beta1.ThresholdConfig default_drift_threshold = 5;