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Class ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig (3.15.0)
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Version 3.15.0 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
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 final UnknownFieldSet getUnknownFields ()
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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