Class ModelMonitoringTabularStats (3.44.0)

Version 3.44.0

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public final class ModelMonitoringTabularStats extends GeneratedMessageV3 implements ModelMonitoringTabularStatsOrBuilder

A collection of data points that describes the time-varying values of a tabular metric.

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringTabularStats

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringTabularStats

Implements

ModelMonitoringTabularStatsOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

DATA_POINTS_FIELD_NUMBER

public static final int DATA_POINTS_FIELD_NUMBER

Field Value
Type	Description
int

OBJECTIVE_TYPE_FIELD_NUMBER

public static final int OBJECTIVE_TYPE_FIELD_NUMBER

Field Value
Type	Description
int

STATS_NAME_FIELD_NUMBER

public static final int STATS_NAME_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static ModelMonitoringTabularStats getDefaultInstance()

Returns
Type	Description
ModelMonitoringTabularStats

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static ModelMonitoringTabularStats.Builder newBuilder()

Returns
Type	Description
ModelMonitoringTabularStats.Builder

newBuilder(ModelMonitoringTabularStats prototype)

public static ModelMonitoringTabularStats.Builder newBuilder(ModelMonitoringTabularStats prototype)

Parameter
Name	Description
prototype	ModelMonitoringTabularStats

Returns
Type	Description
ModelMonitoringTabularStats.Builder

parseDelimitedFrom(InputStream input)

public static ModelMonitoringTabularStats parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringTabularStats parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static ModelMonitoringTabularStats parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringTabularStats parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ModelMonitoringTabularStats parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringTabularStats parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ModelMonitoringTabularStats parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringTabularStats parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static ModelMonitoringTabularStats parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringTabularStats parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static ModelMonitoringTabularStats parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringTabularStats parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringTabularStats

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<ModelMonitoringTabularStats> parser()

Returns
Type	Description
Parser<ModelMonitoringTabularStats>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getDataPoints(int index)

public ModelMonitoringStatsDataPoint getDataPoints(int index)

The data points of this time series. When listing time series, points are returned in reverse time order.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Parameter
Name	Description
index	int

Returns
Type	Description
ModelMonitoringStatsDataPoint

getDataPointsCount()

public int getDataPointsCount()

The data points of this time series. When listing time series, points are returned in reverse time order.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Returns
Type	Description
int

getDataPointsList()

public List<ModelMonitoringStatsDataPoint> getDataPointsList()

The data points of this time series. When listing time series, points are returned in reverse time order.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Returns
Type	Description
List<ModelMonitoringStatsDataPoint>

getDataPointsOrBuilder(int index)

public ModelMonitoringStatsDataPointOrBuilder getDataPointsOrBuilder(int index)

The data points of this time series. When listing time series, points are returned in reverse time order.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Parameter
Name	Description
index	int

Returns
Type	Description
ModelMonitoringStatsDataPointOrBuilder

getDataPointsOrBuilderList()

public List<? extends ModelMonitoringStatsDataPointOrBuilder> getDataPointsOrBuilderList()

The data points of this time series. When listing time series, points are returned in reverse time order.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Returns
Type	Description
List<? extends com.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPointOrBuilder>

getDefaultInstanceForType()

public ModelMonitoringTabularStats getDefaultInstanceForType()

Returns
Type	Description
ModelMonitoringTabularStats

getObjectiveType()

public String getObjectiveType()

One of the supported monitoring objectives: raw-feature-drift prediction-output-drift feature-attribution

string objective_type = 2;

Returns
Type	Description
String	The objectiveType.

getObjectiveTypeBytes()

public ByteString getObjectiveTypeBytes()

One of the supported monitoring objectives: raw-feature-drift prediction-output-drift feature-attribution

string objective_type = 2;

Returns
Type	Description
ByteString	The bytes for objectiveType.

getParserForType()

public Parser<ModelMonitoringTabularStats> getParserForType()

Returns
Type	Description
Parser<ModelMonitoringTabularStats>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getStatsName()

public String getStatsName()

The stats name.

string stats_name = 1;

Returns
Type	Description
String	The statsName.

getStatsNameBytes()

public ByteString getStatsNameBytes()

The stats name.

string stats_name = 1;

Returns
Type	Description
ByteString	The bytes for statsName.

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public ModelMonitoringTabularStats.Builder newBuilderForType()

Returns
Type	Description
ModelMonitoringTabularStats.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelMonitoringTabularStats.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
ModelMonitoringTabularStats.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public ModelMonitoringTabularStats.Builder toBuilder()

Returns
Type	Description
ModelMonitoringTabularStats.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException