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public static final class ModelMonitoringStatsAnomalies.Builder extends GeneratedMessageV3.Builder<ModelMonitoringStatsAnomalies.Builder> implements ModelMonitoringStatsAnomaliesOrBuilderStatistics 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 |
intThe 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 |
StringThe 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 |
ByteStringThe 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 |
ModelDeploymentMonitoringObjectiveTypeThe 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 |
intThe 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 |
|