public static final class ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig extends com.google.protobuf.GeneratedMessageV3 implements ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder
The config for Prediction data drift detection.Protobuf type
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig| Modifier and Type | Class and Description |
|---|---|
static class |
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder
The config for Prediction data drift detection.
|
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter| Modifier and Type | Field and Description |
|---|---|
static int |
ATTRIBUTION_SCORE_DRIFT_THRESHOLDS_FIELD_NUMBER |
static int |
DEFAULT_DRIFT_THRESHOLD_FIELD_NUMBER |
static int |
DRIFT_THRESHOLDS_FIELD_NUMBER |
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagfindInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringaddAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToclone, finalize, getClass, notify, notifyAll, wait, wait, waitpublic static final int DRIFT_THRESHOLDS_FIELD_NUMBER
public static final int ATTRIBUTION_SCORE_DRIFT_THRESHOLDS_FIELD_NUMBER
public static final int DEFAULT_DRIFT_THRESHOLD_FIELD_NUMBER
protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
newInstance in class com.google.protobuf.GeneratedMessageV3public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessageV3protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3public int getDriftThresholdsCount()
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderKey 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;
getDriftThresholdsCount in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;
containsDriftThresholds in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder@Deprecated public Map<String,ThresholdConfig> getDriftThresholds()
getDriftThresholdsMap() instead.getDriftThresholds in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;
getDriftThresholdsMap in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;
getDriftThresholdsOrDefault in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;
getDriftThresholdsOrThrow in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic int getAttributionScoreDriftThresholdsCount()
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderKey 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;
getAttributionScoreDriftThresholdsCount in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;
containsAttributionScoreDriftThresholds in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder@Deprecated public Map<String,ThresholdConfig> getAttributionScoreDriftThresholds()
getAttributionScoreDriftThresholdsMap() instead.getAttributionScoreDriftThresholds in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;
getAttributionScoreDriftThresholdsMap in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;
getAttributionScoreDriftThresholdsOrThrow in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;hasDefaultDriftThreshold in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;getDefaultDriftThreshold in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic 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;getDefaultDriftThresholdOrBuilder in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilderpublic final boolean isInitialized()
isInitialized in interface com.google.protobuf.MessageLiteOrBuilderisInitialized in class com.google.protobuf.GeneratedMessageV3public void writeTo(com.google.protobuf.CodedOutputStream output)
throws IOException
writeTo in interface com.google.protobuf.MessageLitewriteTo in class com.google.protobuf.GeneratedMessageV3IOExceptionpublic int getSerializedSize()
getSerializedSize in interface com.google.protobuf.MessageLitegetSerializedSize in class com.google.protobuf.GeneratedMessageV3public boolean equals(Object obj)
equals in interface com.google.protobuf.Messageequals in class com.google.protobuf.AbstractMessagepublic int hashCode()
hashCode in interface com.google.protobuf.MessagehashCode in class com.google.protobuf.AbstractMessagepublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(InputStream input) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseDelimitedFrom(InputStream input) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder newBuilderForType()
newBuilderForType in interface com.google.protobuf.MessagenewBuilderForType in interface com.google.protobuf.MessageLitepublic static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder newBuilder()
public static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder newBuilder(ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prototype)
public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder toBuilder()
toBuilder in interface com.google.protobuf.MessagetoBuilder in interface com.google.protobuf.MessageLiteprotected ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType in class com.google.protobuf.GeneratedMessageV3public static ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig getDefaultInstance()
public static com.google.protobuf.Parser<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig> parser()
public com.google.protobuf.Parser<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig> getParserForType()
getParserForType in interface com.google.protobuf.MessagegetParserForType in interface com.google.protobuf.MessageLitegetParserForType in class com.google.protobuf.GeneratedMessageV3public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilderCopyright © 2025 Google LLC. All rights reserved.