com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringStatsAnomalies

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies

All Implemented Interfaces:

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

public final class ModelMonitoringStatsAnomalies
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringStatsAnomaliesOrBuilder

 Statistics and anomalies generated by Model Monitoring.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitoringStatsAnomalies.Builder Statistics and anomalies generated by Model Monitoring.
static class	ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies Historical Stats (and Anomalies) for a specific Feature.
static interface	ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

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	ANOMALY_COUNT_FIELD_NUMBER
static int	DEPLOYED_MODEL_ID_FIELD_NUMBER
static int	FEATURE_STATS_FIELD_NUMBER
static int	OBJECTIVE_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)
int	getAnomalyCount() Number of anomalies within all stats.
static ModelMonitoringStatsAnomalies	getDefaultInstance()
ModelMonitoringStatsAnomalies	getDefaultInstanceForType()
String	getDeployedModelId() Deployed Model ID.
com.google.protobuf.ByteString	getDeployedModelIdBytes() Deployed Model ID.
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	getFeatureStats(int index) A list of historical Stats and Anomalies generated for all Features.
int	getFeatureStatsCount() A list of historical Stats and Anomalies generated for all Features.
List<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies>	getFeatureStatsList() A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder	getFeatureStatsOrBuilder(int index) A list of historical Stats and Anomalies generated for all Features.
List<? extends ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder>	getFeatureStatsOrBuilderList() A list of historical Stats and Anomalies generated for all Features.
ModelDeploymentMonitoringObjectiveType	getObjective() Model Monitoring Objective those stats and anomalies belonging to.
int	getObjectiveValue() Model Monitoring Objective those stats and anomalies belonging to.
com.google.protobuf.Parser<ModelMonitoringStatsAnomalies>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringStatsAnomalies.Builder	newBuilder()
static ModelMonitoringStatsAnomalies.Builder	newBuilder(ModelMonitoringStatsAnomalies prototype)
ModelMonitoringStatsAnomalies.Builder	newBuilderForType()
protected ModelMonitoringStatsAnomalies.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringStatsAnomalies	parseDelimitedFrom(InputStream input)
static ModelMonitoringStatsAnomalies	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies	parseFrom(byte[] data)
static ModelMonitoringStatsAnomalies	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies	parseFrom(ByteBuffer data)
static ModelMonitoringStatsAnomalies	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringStatsAnomalies	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringStatsAnomalies	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies	parseFrom(InputStream input)
static ModelMonitoringStatsAnomalies	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringStatsAnomalies>	parser()
ModelMonitoringStatsAnomalies.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

OBJECTIVE_FIELD_NUMBER

public static final int OBJECTIVE_FIELD_NUMBER

See Also:

Constant Field Values

DEPLOYED_MODEL_ID_FIELD_NUMBER

public static final int DEPLOYED_MODEL_ID_FIELD_NUMBER

See Also:

Constant Field Values

ANOMALY_COUNT_FIELD_NUMBER

public static final int ANOMALY_COUNT_FIELD_NUMBER

See Also:

Constant Field Values

FEATURE_STATS_FIELD_NUMBER

public static final int FEATURE_STATS_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

getObjectiveValue

public int getObjectiveValue()

 Model Monitoring Objective those stats and anomalies belonging to.
 

.google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringObjectiveType objective = 1;

Specified by:

getObjectiveValue in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The enum numeric value on the wire for objective.

getObjective

public ModelDeploymentMonitoringObjectiveType getObjective()

 Model Monitoring Objective those stats and anomalies belonging to.
 

.google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringObjectiveType objective = 1;

Specified by:

getObjective in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The objective.

getDeployedModelId

public String getDeployedModelId()

 Deployed Model ID.
 

string deployed_model_id = 2;

Specified by:

getDeployedModelId in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The deployedModelId.

getDeployedModelIdBytes

public com.google.protobuf.ByteString getDeployedModelIdBytes()

 Deployed Model ID.
 

string deployed_model_id = 2;

Specified by:

getDeployedModelIdBytes in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The bytes for deployedModelId.

getAnomalyCount

public int getAnomalyCount()

 Number of anomalies within all stats.
 

int32 anomaly_count = 3;

Specified by:

getAnomalyCount in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The anomalyCount.

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;

Specified by:

getFeatureStatsList in interface ModelMonitoringStatsAnomaliesOrBuilder

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;

Specified by:

getFeatureStatsOrBuilderList in interface ModelMonitoringStatsAnomaliesOrBuilder

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;

Specified by:

getFeatureStatsCount in interface ModelMonitoringStatsAnomaliesOrBuilder

getFeatureStats

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;

Specified by:

getFeatureStats in interface ModelMonitoringStatsAnomaliesOrBuilder

getFeatureStatsOrBuilder

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;

Specified by:

getFeatureStatsOrBuilder in interface ModelMonitoringStatsAnomaliesOrBuilder

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 ModelMonitoringStatsAnomalies parseFrom(ByteBuffer data)
                                               throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsAnomalies parseFrom(InputStream input)
                                               throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringStatsAnomalies parseDelimitedFrom(InputStream input)
                                                        throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitoringStatsAnomalies.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringStatsAnomalies.Builder newBuilder()

newBuilder

public static ModelMonitoringStatsAnomalies.Builder newBuilder(ModelMonitoringStatsAnomalies prototype)

toBuilder

public ModelMonitoringStatsAnomalies.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringStatsAnomalies getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitoringStatsAnomalies> 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 ModelMonitoringStatsAnomalies getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder