com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringAnomaly

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly

All Implemented Interfaces:

ModelMonitoringAnomalyOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class ModelMonitoringAnomaly
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringAnomalyOrBuilder

 Represents a single model monitoring anomaly.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitoringAnomaly.AnomalyCase
static class	ModelMonitoringAnomaly.Builder Represents a single model monitoring anomaly.
static class	ModelMonitoringAnomaly.TabularAnomaly Tabular anomaly details.
static interface	ModelMonitoringAnomaly.TabularAnomalyOrBuilder

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	ALGORITHM_FIELD_NUMBER
static int	MODEL_MONITORING_JOB_FIELD_NUMBER
static int	TABULAR_ANOMALY_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
String	getAlgorithm() Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
com.google.protobuf.ByteString	getAlgorithmBytes() Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
ModelMonitoringAnomaly.AnomalyCase	getAnomalyCase()
static ModelMonitoringAnomaly	getDefaultInstance()
ModelMonitoringAnomaly	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getModelMonitoringJob() Model monitoring job resource name.
com.google.protobuf.ByteString	getModelMonitoringJobBytes() Model monitoring job resource name.
com.google.protobuf.Parser<ModelMonitoringAnomaly>	getParserForType()
int	getSerializedSize()
ModelMonitoringAnomaly.TabularAnomaly	getTabularAnomaly() Tabular anomaly.
ModelMonitoringAnomaly.TabularAnomalyOrBuilder	getTabularAnomalyOrBuilder() Tabular anomaly.
int	hashCode()
boolean	hasTabularAnomaly() Tabular anomaly.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringAnomaly.Builder	newBuilder()
static ModelMonitoringAnomaly.Builder	newBuilder(ModelMonitoringAnomaly prototype)
ModelMonitoringAnomaly.Builder	newBuilderForType()
protected ModelMonitoringAnomaly.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringAnomaly	parseDelimitedFrom(InputStream input)
static ModelMonitoringAnomaly	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAnomaly	parseFrom(byte[] data)
static ModelMonitoringAnomaly	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAnomaly	parseFrom(ByteBuffer data)
static ModelMonitoringAnomaly	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAnomaly	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringAnomaly	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAnomaly	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringAnomaly	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAnomaly	parseFrom(InputStream input)
static ModelMonitoringAnomaly	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringAnomaly>	parser()
ModelMonitoringAnomaly.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

TABULAR_ANOMALY_FIELD_NUMBER

public static final int TABULAR_ANOMALY_FIELD_NUMBER

See Also:

Constant Field Values

MODEL_MONITORING_JOB_FIELD_NUMBER

public static final int MODEL_MONITORING_JOB_FIELD_NUMBER

See Also:

Constant Field Values

ALGORITHM_FIELD_NUMBER

public static final int ALGORITHM_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getAnomalyCase

public ModelMonitoringAnomaly.AnomalyCase getAnomalyCase()

Specified by:

getAnomalyCase in interface ModelMonitoringAnomalyOrBuilder

hasTabularAnomaly

public boolean hasTabularAnomaly()

 Tabular anomaly.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;

Specified by:

hasTabularAnomaly in interface ModelMonitoringAnomalyOrBuilder

Returns:

Whether the tabularAnomaly field is set.

getTabularAnomaly

public ModelMonitoringAnomaly.TabularAnomaly getTabularAnomaly()

 Tabular anomaly.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;

Specified by:

getTabularAnomaly in interface ModelMonitoringAnomalyOrBuilder

Returns:

The tabularAnomaly.

getTabularAnomalyOrBuilder

public ModelMonitoringAnomaly.TabularAnomalyOrBuilder getTabularAnomalyOrBuilder()

 Tabular anomaly.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;

Specified by:

getTabularAnomalyOrBuilder in interface ModelMonitoringAnomalyOrBuilder

getModelMonitoringJob

public String getModelMonitoringJob()

 Model monitoring job resource name.
 

string model_monitoring_job = 2;

Specified by:

getModelMonitoringJob in interface ModelMonitoringAnomalyOrBuilder

Returns:

The modelMonitoringJob.

getModelMonitoringJobBytes

public com.google.protobuf.ByteString getModelMonitoringJobBytes()

 Model monitoring job resource name.
 

string model_monitoring_job = 2;

Specified by:

getModelMonitoringJobBytes in interface ModelMonitoringAnomalyOrBuilder

Returns:

The bytes for modelMonitoringJob.

getAlgorithm

public String getAlgorithm()

 Algorithm used to calculated the metrics, eg: jensen_shannon_divergence,
 l_infinity.
 

string algorithm = 3;

Specified by:

getAlgorithm in interface ModelMonitoringAnomalyOrBuilder

Returns:

The algorithm.

getAlgorithmBytes

public com.google.protobuf.ByteString getAlgorithmBytes()

 Algorithm used to calculated the metrics, eg: jensen_shannon_divergence,
 l_infinity.
 

string algorithm = 3;

Specified by:

getAlgorithmBytes in interface ModelMonitoringAnomalyOrBuilder

Returns:

The bytes for algorithm.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static ModelMonitoringAnomaly parseFrom(ByteBuffer data)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringAnomaly parseFrom(ByteBuffer data,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringAnomaly parseFrom(com.google.protobuf.ByteString data)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringAnomaly parseFrom(com.google.protobuf.ByteString data,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringAnomaly parseFrom(byte[] data)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringAnomaly parseFrom(byte[] data,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringAnomaly parseFrom(InputStream input)
                                        throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringAnomaly parseFrom(InputStream input,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringAnomaly parseDelimitedFrom(InputStream input)
                                                 throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringAnomaly parseDelimitedFrom(InputStream input,
                                                        com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                 throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringAnomaly parseFrom(com.google.protobuf.CodedInputStream input)
                                        throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringAnomaly parseFrom(com.google.protobuf.CodedInputStream input,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws IOException

Throws:

IOException

newBuilderForType

public ModelMonitoringAnomaly.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringAnomaly.Builder newBuilder()

newBuilder

public static ModelMonitoringAnomaly.Builder newBuilder(ModelMonitoringAnomaly prototype)

toBuilder

public ModelMonitoringAnomaly.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ModelMonitoringAnomaly.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringAnomaly getDefaultInstance()

parser

public static com.google.protobuf.Parser<ModelMonitoringAnomaly> parser()

getParserForType

public com.google.protobuf.Parser<ModelMonitoringAnomaly> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public ModelMonitoringAnomaly getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder