public final class ModelMonitoringStatsAnomalies extends GeneratedMessageV3 implements ModelMonitoringStatsAnomaliesOrBuilder
Statistics and anomalies generated by Model Monitoring.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies
Static Fields
public static final int ANOMALY_COUNT_FIELD_NUMBER
Field Value
public static final int DEPLOYED_MODEL_ID_FIELD_NUMBER
Field Value
public static final int FEATURE_STATS_FIELD_NUMBER
Field Value
public static final int OBJECTIVE_FIELD_NUMBER
Field Value
Static Methods
public static ModelMonitoringStatsAnomalies getDefaultInstance()
Returns
public static final Descriptors.Descriptor getDescriptor()
Returns
public static ModelMonitoringStatsAnomalies.Builder newBuilder()
Returns
public static ModelMonitoringStatsAnomalies.Builder newBuilder(ModelMonitoringStatsAnomalies prototype)
Parameter
Returns
public static ModelMonitoringStatsAnomalies parseDelimitedFrom(InputStream input)
Parameter
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(byte[] data)
Parameter
Name | Description |
data | byte[]
|
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(ByteString data)
Parameter
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(CodedInputStream input)
Parameter
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(InputStream input)
Parameter
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(ByteBuffer data)
Parameter
Returns
Exceptions
public static ModelMonitoringStatsAnomalies parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static Parser<ModelMonitoringStatsAnomalies> parser()
Returns
Methods
public boolean equals(Object obj)
Parameter
Returns
Overrides
public int getAnomalyCount()
Number of anomalies within all stats.
int32 anomaly_count = 3;
Returns
Type | Description |
int | The anomalyCount.
|
public ModelMonitoringStatsAnomalies getDefaultInstanceForType()
Returns
public String getDeployedModelId()
Deployed Model ID.
string deployed_model_id = 2;
Returns
Type | Description |
String | The deployedModelId.
|
public ByteString getDeployedModelIdBytes()
Deployed Model ID.
string deployed_model_id = 2;
Returns
Type | Description |
ByteString | The bytes for deployedModelId.
|
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
Returns
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
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;
Returns
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
Returns
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
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;
Returns
public int getObjectiveValue()
Model Monitoring Objective those stats and anomalies belonging to.
.google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringObjectiveType objective = 1;
Returns
Type | Description |
int | The enum numeric value on the wire for objective.
|
public Parser<ModelMonitoringStatsAnomalies> getParserForType()
Returns
Overrides
public int getSerializedSize()
Returns
Overrides
public final UnknownFieldSet getUnknownFields()
Returns
Overrides
Returns
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Overrides
public final boolean isInitialized()
Returns
Overrides
public ModelMonitoringStatsAnomalies.Builder newBuilderForType()
Returns
protected ModelMonitoringStatsAnomalies.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Returns
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Returns
Overrides
public ModelMonitoringStatsAnomalies.Builder toBuilder()
Returns
public void writeTo(CodedOutputStream output)
Parameter
Overrides
Exceptions