public final class ModelMonitoringStatsAnomalies extends GeneratedMessageV3 implements ModelMonitoringStatsAnomaliesOrBuilder
Statistics and anomalies generated by Model Monitoring.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
Static Fields
public static final int ANOMALY_COUNT_FIELD_NUMBER
Field Value |
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Type | Description |
int | |
public static final int DEPLOYED_MODEL_ID_FIELD_NUMBER
Field Value |
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Type | Description |
int | |
public static final int FEATURE_STATS_FIELD_NUMBER
Field Value |
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Type | Description |
int | |
public static final int OBJECTIVE_FIELD_NUMBER
Field Value |
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Type | Description |
int | |
Static Methods
public static ModelMonitoringStatsAnomalies getDefaultInstance()
public static final Descriptors.Descriptor getDescriptor()
public static ModelMonitoringStatsAnomalies.Builder newBuilder()
public static ModelMonitoringStatsAnomalies.Builder newBuilder(ModelMonitoringStatsAnomalies prototype)
public static ModelMonitoringStatsAnomalies parseDelimitedFrom(InputStream input)
public static ModelMonitoringStatsAnomalies parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(byte[] data)
Parameter |
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Name | Description |
data | byte[]
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public static ModelMonitoringStatsAnomalies parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(ByteString data)
public static ModelMonitoringStatsAnomalies parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(CodedInputStream input)
public static ModelMonitoringStatsAnomalies parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(InputStream input)
public static ModelMonitoringStatsAnomalies parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(ByteBuffer data)
public static ModelMonitoringStatsAnomalies parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Parser<ModelMonitoringStatsAnomalies> parser()
Methods
public boolean equals(Object obj)
Parameter |
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Name | Description |
obj | Object
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Overrides
public int getAnomalyCount()
Number of anomalies within all stats.
int32 anomaly_count = 3;
Returns |
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Type | Description |
int | The anomalyCount.
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public ModelMonitoringStatsAnomalies getDefaultInstanceForType()
public String getDeployedModelId()
Deployed Model ID.
string deployed_model_id = 2;
Returns |
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Type | Description |
String | The deployedModelId.
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public ByteString getDeployedModelIdBytes()
Deployed Model ID.
string deployed_model_id = 2;
Returns |
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Type | Description |
ByteString | The bytes for deployedModelId.
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public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies getFeatureStats(int index)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter |
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Name | Description |
index | int
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public int getFeatureStatsCount()
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Returns |
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Type | Description |
int | |
public List<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> getFeatureStatsList()
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder getFeatureStatsOrBuilder(int index)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter |
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Name | Description |
index | int
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public List<? extends ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder> getFeatureStatsOrBuilderList()
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Returns |
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Type | Description |
List<? extends com.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder> | |
public ModelDeploymentMonitoringObjectiveType getObjective()
Model Monitoring Objective those stats and anomalies belonging to.
.google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringObjectiveType objective = 1;
public int getObjectiveValue()
Model Monitoring Objective those stats and anomalies belonging to.
.google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringObjectiveType objective = 1;
Returns |
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Type | Description |
int | The enum numeric value on the wire for objective.
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public Parser<ModelMonitoringStatsAnomalies> getParserForType()
Overrides
public int getSerializedSize()
Returns |
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Type | Description |
int | |
Overrides
Returns |
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Type | Description |
int | |
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public ModelMonitoringStatsAnomalies.Builder newBuilderForType()
protected ModelMonitoringStatsAnomalies.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Overrides
public ModelMonitoringStatsAnomalies.Builder toBuilder()
public void writeTo(CodedOutputStream output)
Overrides