Send feedback
Class ModelMonitoringTabularStats (3.52.0)
Stay organized with collections
Save and categorize content based on your preferences.
Version 3.52.0 keyboard_arrow_down
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
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
public static final int DATA_POINTS_FIELD_NUMBER
Field Value
Type Description
int
public static final int OBJECTIVE_TYPE_FIELD_NUMBER
Field Value
Type Description
int
public static final int STATS_NAME_FIELD_NUMBER
Field Value
Type Description
int
Static Methods
public static ModelMonitoringTabularStats getDefaultInstance ()
public static final Descriptors . Descriptor getDescriptor ()
public static ModelMonitoringTabularStats . Builder newBuilder ()
public static ModelMonitoringTabularStats . Builder newBuilder ( ModelMonitoringTabularStats prototype )
public static ModelMonitoringTabularStats parseDelimitedFrom ( InputStream input )
public static ModelMonitoringTabularStats parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringTabularStats parseFrom ( byte [] data )
Parameter
Name Description
databyte []
public static ModelMonitoringTabularStats parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringTabularStats parseFrom ( ByteString data )
public static ModelMonitoringTabularStats parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringTabularStats parseFrom ( CodedInputStream input )
public static ModelMonitoringTabularStats parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringTabularStats parseFrom ( InputStream input )
public static ModelMonitoringTabularStats parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringTabularStats parseFrom ( ByteBuffer data )
public static ModelMonitoringTabularStats parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
public static Parser<ModelMonitoringTabularStats> parser ()
Methods
public boolean equals ( Object obj )
Parameter
Name Description
objObject
Overrides
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
indexint
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
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;
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
indexint
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 >
public ModelMonitoringTabularStats getDefaultInstanceForType ()
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.
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.
public Parser<ModelMonitoringTabularStats> getParserForType ()
Overrides
public int getSerializedSize ()
Returns
Type Description
int
Overrides
public String getStatsName ()
The stats name.
string stats_name = 1;
Returns
Type Description
String The statsName.
public ByteString getStatsNameBytes ()
The stats name.
string stats_name = 1;
Returns
Type Description
ByteString The bytes for statsName.
Returns
Type Description
int
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
public final boolean isInitialized ()
Overrides
public ModelMonitoringTabularStats . Builder newBuilderForType ()
protected ModelMonitoringTabularStats . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Returns
Type Description
Object
Overrides
public ModelMonitoringTabularStats . Builder toBuilder ()
public void writeTo ( CodedOutputStream output )
Overrides
Send feedback
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-01-27 UTC.
Need to tell us more?
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-01-27 UTC."],[],[]]
