Class ModelMonitoringTabularStats (3.46.0)

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

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

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

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

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

internalGetFieldAccessorTable()

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

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

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

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

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

toBuilder()

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

writeTo(CodedOutputStream output)

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