Class ModelMonitoringAnomaly (3.43.0)

public final class ModelMonitoringAnomaly extends GeneratedMessageV3 implements ModelMonitoringAnomalyOrBuilder

Represents a single model monitoring anomaly.

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly

Static 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
Overrides

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>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

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
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

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
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Name Description
unused UnusedPrivateParameter
Returns
Type Description
Object
Overrides

toBuilder()

public ModelMonitoringAnomaly.Builder toBuilder()
Returns
Type Description
ModelMonitoringAnomaly.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
Name Description
output CodedOutputStream
Overrides
Exceptions
Type Description
IOException