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public static final class ModelMonitoringStatsAnomalies.Builder extends GeneratedMessageV3.Builder<ModelMonitoringStatsAnomalies.Builder> implements ModelMonitoringStatsAnomaliesOrBuilder
Statistics and anomalies generated by Model Monitoring.
Protobuf type google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ModelMonitoringStatsAnomalies.BuilderImplements
ModelMonitoringStatsAnomaliesOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
Methods
addAllFeatureStats(Iterable<? extends ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> values)
public ModelMonitoringStatsAnomalies.Builder addAllFeatureStats(Iterable<? extends ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> values)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter | |
---|---|
Name | Description |
values |
Iterable<? extends com.google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)
public ModelMonitoringStatsAnomalies.Builder addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter | |
---|---|
Name | Description |
value |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)
public ModelMonitoringStatsAnomalies.Builder addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter | |
---|---|
Name | Description |
builderForValue |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
addFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)
public ModelMonitoringStatsAnomalies.Builder addFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameters | |
---|---|
Name | Description |
index |
int |
value |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
addFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)
public ModelMonitoringStatsAnomalies.Builder addFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameters | |
---|---|
Name | Description |
index |
int |
builderForValue |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
addFeatureStatsBuilder()
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder addFeatureStatsBuilder()
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
addFeatureStatsBuilder(int index)
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder addFeatureStatsBuilder(int index)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter | |
---|---|
Name | Description |
index |
int |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ModelMonitoringStatsAnomalies.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters | |
---|---|
Name | Description |
field |
FieldDescriptor |
value |
Object |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
build()
public ModelMonitoringStatsAnomalies build()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies |
buildPartial()
public ModelMonitoringStatsAnomalies buildPartial()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies |
clear()
public ModelMonitoringStatsAnomalies.Builder clear()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
clearAnomalyCount()
public ModelMonitoringStatsAnomalies.Builder clearAnomalyCount()
Number of anomalies within all stats.
int32 anomaly_count = 3;
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
This builder for chaining. |
clearDeployedModelId()
public ModelMonitoringStatsAnomalies.Builder clearDeployedModelId()
Deployed Model ID.
string deployed_model_id = 2;
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
This builder for chaining. |
clearFeatureStats()
public ModelMonitoringStatsAnomalies.Builder clearFeatureStats()
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
clearField(Descriptors.FieldDescriptor field)
public ModelMonitoringStatsAnomalies.Builder clearField(Descriptors.FieldDescriptor field)
Parameter | |
---|---|
Name | Description |
field |
FieldDescriptor |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
clearObjective()
public ModelMonitoringStatsAnomalies.Builder clearObjective()
Model Monitoring Objective those stats and anomalies belonging to.
.google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
This builder for chaining. |
clearOneof(Descriptors.OneofDescriptor oneof)
public ModelMonitoringStatsAnomalies.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter | |
---|---|
Name | Description |
oneof |
OneofDescriptor |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
clone()
public ModelMonitoringStatsAnomalies.Builder clone()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
getAnomalyCount()
public int getAnomalyCount()
Number of anomalies within all stats.
int32 anomaly_count = 3;
Returns | |
---|---|
Type | Description |
int |
The anomalyCount. |
getDefaultInstanceForType()
public ModelMonitoringStatsAnomalies getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies |
getDeployedModelId()
public String getDeployedModelId()
Deployed Model ID.
string deployed_model_id = 2;
Returns | |
---|---|
Type | Description |
String |
The deployedModelId. |
getDeployedModelIdBytes()
public ByteString getDeployedModelIdBytes()
Deployed Model ID.
string deployed_model_id = 2;
Returns | |
---|---|
Type | Description |
ByteString |
The bytes for deployedModelId. |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()
Returns | |
---|---|
Type | Description |
Descriptor |
getFeatureStats(int index)
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies getFeatureStats(int index)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter | |
---|---|
Name | Description |
index |
int |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
getFeatureStatsBuilder(int index)
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder getFeatureStatsBuilder(int index)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter | |
---|---|
Name | Description |
index |
int |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
getFeatureStatsBuilderList()
public List<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder> getFeatureStatsBuilderList()
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Returns | |
---|---|
Type | Description |
List<Builder> |
getFeatureStatsCount()
public int getFeatureStatsCount()
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Returns | |
---|---|
Type | Description |
int |
getFeatureStatsList()
public List<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> getFeatureStatsList()
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Returns | |
---|---|
Type | Description |
List<FeatureHistoricStatsAnomalies> |
getFeatureStatsOrBuilder(int index)
public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder getFeatureStatsOrBuilder(int index)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter | |
---|---|
Name | Description |
index |
int |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder |
getFeatureStatsOrBuilderList()
public List<? extends ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder> getFeatureStatsOrBuilderList()
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Returns | |
---|---|
Type | Description |
List<? extends com.google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder> |
getObjective()
public ModelDeploymentMonitoringObjectiveType getObjective()
Model Monitoring Objective those stats and anomalies belonging to.
.google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
Returns | |
---|---|
Type | Description |
ModelDeploymentMonitoringObjectiveType |
The objective. |
getObjectiveValue()
public int getObjectiveValue()
Model Monitoring Objective those stats and anomalies belonging to.
.google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
Returns | |
---|---|
Type | Description |
int |
The enum numeric value on the wire for objective. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
mergeFrom(ModelMonitoringStatsAnomalies other)
public ModelMonitoringStatsAnomalies.Builder mergeFrom(ModelMonitoringStatsAnomalies other)
Parameter | |
---|---|
Name | Description |
other |
ModelMonitoringStatsAnomalies |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ModelMonitoringStatsAnomalies.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
Exceptions | |
---|---|
Type | Description |
IOException |
mergeFrom(Message other)
public ModelMonitoringStatsAnomalies.Builder mergeFrom(Message other)
Parameter | |
---|---|
Name | Description |
other |
Message |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ModelMonitoringStatsAnomalies.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter | |
---|---|
Name | Description |
unknownFields |
UnknownFieldSet |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
removeFeatureStats(int index)
public ModelMonitoringStatsAnomalies.Builder removeFeatureStats(int index)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameter | |
---|---|
Name | Description |
index |
int |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
setAnomalyCount(int value)
public ModelMonitoringStatsAnomalies.Builder setAnomalyCount(int value)
Number of anomalies within all stats.
int32 anomaly_count = 3;
Parameter | |
---|---|
Name | Description |
value |
int The anomalyCount to set. |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
This builder for chaining. |
setDeployedModelId(String value)
public ModelMonitoringStatsAnomalies.Builder setDeployedModelId(String value)
Deployed Model ID.
string deployed_model_id = 2;
Parameter | |
---|---|
Name | Description |
value |
String The deployedModelId to set. |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
This builder for chaining. |
setDeployedModelIdBytes(ByteString value)
public ModelMonitoringStatsAnomalies.Builder setDeployedModelIdBytes(ByteString value)
Deployed Model ID.
string deployed_model_id = 2;
Parameter | |
---|---|
Name | Description |
value |
ByteString The bytes for deployedModelId to set. |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
This builder for chaining. |
setFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)
public ModelMonitoringStatsAnomalies.Builder setFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameters | |
---|---|
Name | Description |
index |
int |
value |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
setFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)
public ModelMonitoringStatsAnomalies.Builder setFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)
A list of historical Stats and Anomalies generated for all Features.
repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
Parameters | |
---|---|
Name | Description |
index |
int |
builderForValue |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
setField(Descriptors.FieldDescriptor field, Object value)
public ModelMonitoringStatsAnomalies.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters | |
---|---|
Name | Description |
field |
FieldDescriptor |
value |
Object |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
setObjective(ModelDeploymentMonitoringObjectiveType value)
public ModelMonitoringStatsAnomalies.Builder setObjective(ModelDeploymentMonitoringObjectiveType value)
Model Monitoring Objective those stats and anomalies belonging to.
.google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
Parameter | |
---|---|
Name | Description |
value |
ModelDeploymentMonitoringObjectiveType The objective to set. |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
This builder for chaining. |
setObjectiveValue(int value)
public ModelMonitoringStatsAnomalies.Builder setObjectiveValue(int value)
Model Monitoring Objective those stats and anomalies belonging to.
.google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
Parameter | |
---|---|
Name | Description |
value |
int The enum numeric value on the wire for objective to set. |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
This builder for chaining. |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ModelMonitoringStatsAnomalies.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters | |
---|---|
Name | Description |
field |
FieldDescriptor |
index |
int |
value |
Object |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |
setUnknownFields(UnknownFieldSet unknownFields)
public final ModelMonitoringStatsAnomalies.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter | |
---|---|
Name | Description |
unknownFields |
UnknownFieldSet |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsAnomalies.Builder |