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public final class ModelMonitoringAnomaly extends GeneratedMessageV3 implements ModelMonitoringAnomalyOrBuilder
Represents a single model monitoring anomaly.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringAnomalyImplements
ModelMonitoringAnomalyOrBuilderStatic Fields
ALGORITHM_FIELD_NUMBER
public static final int ALGORITHM_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
MODEL_MONITORING_JOB_FIELD_NUMBER
public static final int MODEL_MONITORING_JOB_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
TABULAR_ANOMALY_FIELD_NUMBER
public static final int TABULAR_ANOMALY_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ModelMonitoringAnomaly getDefaultInstance()
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ModelMonitoringAnomaly.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly.Builder |
newBuilder(ModelMonitoringAnomaly prototype)
public static ModelMonitoringAnomaly.Builder newBuilder(ModelMonitoringAnomaly prototype)
Parameter | |
---|---|
Name | Description |
prototype |
ModelMonitoringAnomaly |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly.Builder |
parseDelimitedFrom(InputStream input)
public static ModelMonitoringAnomaly parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAnomaly parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ModelMonitoringAnomaly parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data |
byte[] |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAnomaly parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ModelMonitoringAnomaly parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data |
ByteString |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAnomaly parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ModelMonitoringAnomaly parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input |
CodedInputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAnomaly parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ModelMonitoringAnomaly parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAnomaly parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ModelMonitoringAnomaly parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data |
ByteBuffer |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAnomaly parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ModelMonitoringAnomaly> parser()
Returns | |
---|---|
Type | Description |
Parser<ModelMonitoringAnomaly> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj |
Object |
Returns | |
---|---|
Type | Description |
boolean |
getAlgorithm()
public String getAlgorithm()
Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 3;
Returns | |
---|---|
Type | Description |
String |
The algorithm. |
getAlgorithmBytes()
public ByteString getAlgorithmBytes()
Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 3;
Returns | |
---|---|
Type | Description |
ByteString |
The bytes for algorithm. |
getAnomalyCase()
public ModelMonitoringAnomaly.AnomalyCase getAnomalyCase()
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly.AnomalyCase |
getDefaultInstanceForType()
public ModelMonitoringAnomaly getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
getModelMonitoringJob()
public String getModelMonitoringJob()
Model monitoring job resource name.
string model_monitoring_job = 2;
Returns | |
---|---|
Type | Description |
String |
The modelMonitoringJob. |
getModelMonitoringJobBytes()
public ByteString getModelMonitoringJobBytes()
Model monitoring job resource name.
string model_monitoring_job = 2;
Returns | |
---|---|
Type | Description |
ByteString |
The bytes for modelMonitoringJob. |
getParserForType()
public Parser<ModelMonitoringAnomaly> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<ModelMonitoringAnomaly> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
getTabularAnomaly()
public ModelMonitoringAnomaly.TabularAnomaly getTabularAnomaly()
Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly.TabularAnomaly |
The tabularAnomaly. |
getTabularAnomalyOrBuilder()
public ModelMonitoringAnomaly.TabularAnomalyOrBuilder getTabularAnomalyOrBuilder()
Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly.TabularAnomalyOrBuilder |
hasTabularAnomaly()
public boolean hasTabularAnomaly()
Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
Returns | |
---|---|
Type | Description |
boolean |
Whether the tabularAnomaly field is set. |
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 ModelMonitoringAnomaly.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ModelMonitoringAnomaly.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent |
BuilderParent |
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused |
UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ModelMonitoringAnomaly.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output |
CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |