public final class ModelMonitoringTabularStats extends GeneratedMessage 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.GeneratedMessage.<ContainingT,T>newFileScopedGeneratedExtension(java.lang.Class<?>,com.google.protobuf.Message)
com.google.protobuf.GeneratedMessage.<ContainingT,T>newMessageScopedGeneratedExtension(com.google.protobuf.Message,int,java.lang.Class<?>,com.google.protobuf.Message)
com.google.protobuf.GeneratedMessage.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessage.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessage.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessage.<V>serializeBooleanMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.Boolean,V>,com.google.protobuf.MapEntry<java.lang.Boolean,V>,int)
com.google.protobuf.GeneratedMessage.<V>serializeIntegerMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.Integer,V>,com.google.protobuf.MapEntry<java.lang.Integer,V>,int)
com.google.protobuf.GeneratedMessage.<V>serializeLongMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.Long,V>,com.google.protobuf.MapEntry<java.lang.Long,V>,int)
com.google.protobuf.GeneratedMessage.<V>serializeStringMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.String,V>,com.google.protobuf.MapEntry<java.lang.String,V>,int)
com.google.protobuf.GeneratedMessage.canUseUnsafe()
com.google.protobuf.GeneratedMessage.emptyBooleanList()
com.google.protobuf.GeneratedMessage.emptyDoubleList()
com.google.protobuf.GeneratedMessage.emptyFloatList()
com.google.protobuf.GeneratedMessage.emptyIntList()
com.google.protobuf.GeneratedMessage.emptyLongList()
com.google.protobuf.GeneratedMessage.internalGetMapFieldReflection(int)
com.google.protobuf.GeneratedMessage.isStringEmpty(java.lang.Object)
com.google.protobuf.GeneratedMessage.mergeFromAndMakeImmutableInternal(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite)
com.google.protobuf.GeneratedMessage.newInstance(com.google.protobuf.GeneratedMessage.UnusedPrivateParameter)
com.google.protobuf.GeneratedMessage.parseUnknownFieldProto3(com.google.protobuf.CodedInputStream,com.google.protobuf.UnknownFieldSet.Builder,com.google.protobuf.ExtensionRegistryLite,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 |
data |
byte[]
|
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 |
obj |
Object
|
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 |
index |
int
|
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 |
index |
int
|
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 GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public ModelMonitoringTabularStats.Builder newBuilderForType()
protected ModelMonitoringTabularStats.Builder newBuilderForType(AbstractMessage.BuilderParent parent)
Overrides
public ModelMonitoringTabularStats.Builder toBuilder()
public void writeTo(CodedOutputStream output)
Overrides
