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Class ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig (3.24.0)
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Version 3.24.0 keyboard_arrow_down
public static final class ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig extends GeneratedMessageV3 implements ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfigOrBuilder
The config for Prediction data drift detection.
Protobuf type
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
Static Fields
public static final int ATTRIBUTION_SCORE_DRIFT_THRESHOLDS_FIELD_NUMBER
Field Value Type Description int
public static final int DEFAULT_DRIFT_THRESHOLD_FIELD_NUMBER
Field Value Type Description int
public static final int DRIFT_THRESHOLDS_FIELD_NUMBER
Field Value Type Description int
Static Methods
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig getDefaultInstance ()
public static final Descriptors . Descriptor getDescriptor ()
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig . Builder newBuilder ()
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig . Builder newBuilder ( ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig prototype )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseDelimitedFrom ( InputStream input )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( byte [] data )
Parameter Name Description databyte []
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( ByteString data )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( CodedInputStream input )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( InputStream input )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( ByteBuffer data )
public static ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
public static Parser<ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig > parser ()
Methods
public 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.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;
Parameter Name Description keyString
public 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.v1.ThresholdConfig> drift_thresholds = 1;
Parameter Name Description keyString
public boolean equals ( Object obj )
Parameter Name Description objObject
Overrides
public Map<String , ThresholdConfig > getAttributionScoreDriftThresholds ()
public 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.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;
Returns Type Description int
public 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.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;
public 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.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;
public 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.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;
Parameter Name Description keyString
public 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.v1.ThresholdConfig default_drift_threshold = 5;
public 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.v1.ThresholdConfig default_drift_threshold = 5;
public ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig getDefaultInstanceForType ()
public Map<String , ThresholdConfig > getDriftThresholds ()
public 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.v1.ThresholdConfig> drift_thresholds = 1;
Returns Type Description int
public 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.v1.ThresholdConfig> drift_thresholds = 1;
public 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.v1.ThresholdConfig> drift_thresholds = 1;
public 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.v1.ThresholdConfig> drift_thresholds = 1;
Parameter Name Description keyString
public Parser<ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig > getParserForType ()
Overrides
public int getSerializedSize ()
Returns Type Description int
Overrides
public 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.v1.ThresholdConfig default_drift_threshold = 5;
Returns Type Description boolean Whether the defaultDriftThreshold field is set.
Returns Type Description int
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
protected MapField internalGetMapField ( int number )
Parameter Name Description numberint
Overrides
public final boolean isInitialized ()
Overrides
public ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig . Builder newBuilderForType ()
protected ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Overrides
public ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig . Builder toBuilder ()
public void writeTo ( CodedOutputStream output )
Overrides
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Last updated 2025-01-28 UTC.
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