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public final class ModelMonitoringStatsAnomalies extends GeneratedMessageV3 implements ModelMonitoringStatsAnomaliesOrBuilderStatistics and anomalies generated by Model Monitoring.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringStatsAnomaliesImplements
ModelMonitoringStatsAnomaliesOrBuilderStatic Fields
ANOMALY_COUNT_FIELD_NUMBER
public static final int ANOMALY_COUNT_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
DEPLOYED_MODEL_ID_FIELD_NUMBER
public static final int DEPLOYED_MODEL_ID_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
FEATURE_STATS_FIELD_NUMBER
public static final int FEATURE_STATS_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
OBJECTIVE_FIELD_NUMBER
public static final int OBJECTIVE_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
Static Methods
getDefaultInstance()
public static ModelMonitoringStatsAnomalies getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder()
public static ModelMonitoringStatsAnomalies.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies.Builder |
|
newBuilder(ModelMonitoringStatsAnomalies prototype)
public static ModelMonitoringStatsAnomalies.Builder newBuilder(ModelMonitoringStatsAnomalies prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
ModelMonitoringStatsAnomalies |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies.Builder |
|
parseDelimitedFrom(InputStream input)
public static ModelMonitoringStatsAnomalies parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data)
public static ModelMonitoringStatsAnomalies parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data)
public static ModelMonitoringStatsAnomalies parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input)
public static ModelMonitoringStatsAnomalies parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input)
public static ModelMonitoringStatsAnomalies parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data)
public static ModelMonitoringStatsAnomalies parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsAnomalies parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser()
public static Parser<ModelMonitoringStatsAnomalies> parser()| Returns | |
|---|---|
| Type | Description |
Parser<ModelMonitoringStatsAnomalies> |
|
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj |
Object |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
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. |
getFeatureStats(int index)
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 | |
|---|---|
| Name | Description |
index |
int |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies |
|
getFeatureStatsCount()
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 | |
|---|---|
| Type | Description |
int |
|
getFeatureStatsList()
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 | |
|---|---|
| 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.v1beta1.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.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
| Returns | |
|---|---|
| Type | Description |
List<? extends com.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder> |
|
getObjective()
public ModelDeploymentMonitoringObjectiveType getObjective()Model Monitoring Objective those stats and anomalies belonging to.
.google.cloud.aiplatform.v1beta1.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.v1beta1.ModelDeploymentMonitoringObjectiveType objective = 1;
| Returns | |
|---|---|
| Type | Description |
int |
The enum numeric value on the wire for objective. |
getParserForType()
public Parser<ModelMonitoringStatsAnomalies> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<ModelMonitoringStatsAnomalies> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
hashCode()
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int |
|
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
newBuilderForType()
public ModelMonitoringStatsAnomalies.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies.Builder |
|
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ModelMonitoringStatsAnomalies.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies.Builder |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
toBuilder()
public ModelMonitoringStatsAnomalies.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsAnomalies.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|