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public final class ModelMonitoringTabularStats extends GeneratedMessageV3 implements ModelMonitoringTabularStatsOrBuilderA 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 > ModelMonitoringTabularStatsImplements
ModelMonitoringTabularStatsOrBuilderStatic 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 |
|
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> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
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 |
|
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
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 |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
toBuilder()
public ModelMonitoringTabularStats.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|