public static final class ModelMonitoringTabularStats.Builder extends GeneratedMessage.Builder<ModelMonitoringTabularStats.Builder> implements ModelMonitoringTabularStatsOrBuilderA collection of data points that describes the time-varying values of a tabular metric.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringTabularStats
Inheritance
java.lang.Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessage.Builder > ModelMonitoringTabularStats.BuilderImplements
ModelMonitoringTabularStatsOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
addAllDataPoints(Iterable<? extends ModelMonitoringStatsDataPoint> values)
public ModelMonitoringTabularStats.Builder addAllDataPoints(Iterable<? extends ModelMonitoringStatsDataPoint> values)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 |
values |
Iterable<? extends com.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint> |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
addDataPoints(ModelMonitoringStatsDataPoint value)
public ModelMonitoringTabularStats.Builder addDataPoints(ModelMonitoringStatsDataPoint value)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 |
value |
ModelMonitoringStatsDataPoint |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
addDataPoints(ModelMonitoringStatsDataPoint.Builder builderForValue)
public ModelMonitoringTabularStats.Builder addDataPoints(ModelMonitoringStatsDataPoint.Builder builderForValue)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 |
builderForValue |
ModelMonitoringStatsDataPoint.Builder |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
addDataPoints(int index, ModelMonitoringStatsDataPoint value)
public ModelMonitoringTabularStats.Builder addDataPoints(int index, ModelMonitoringStatsDataPoint value)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;
| Parameters | |
|---|---|
| Name | Description |
index |
int |
value |
ModelMonitoringStatsDataPoint |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
addDataPoints(int index, ModelMonitoringStatsDataPoint.Builder builderForValue)
public ModelMonitoringTabularStats.Builder addDataPoints(int index, ModelMonitoringStatsDataPoint.Builder builderForValue)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;
| Parameters | |
|---|---|
| Name | Description |
index |
int |
builderForValue |
ModelMonitoringStatsDataPoint.Builder |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
addDataPointsBuilder()
public ModelMonitoringStatsDataPoint.Builder addDataPointsBuilder()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 |
ModelMonitoringStatsDataPoint.Builder |
|
addDataPointsBuilder(int index)
public ModelMonitoringStatsDataPoint.Builder addDataPointsBuilder(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.Builder |
|
build()
public ModelMonitoringTabularStats build()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats |
|
buildPartial()
public ModelMonitoringTabularStats buildPartial()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats |
|
clear()
public ModelMonitoringTabularStats.Builder clear()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
clearDataPoints()
public ModelMonitoringTabularStats.Builder clearDataPoints()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 |
ModelMonitoringTabularStats.Builder |
|
clearObjectiveType()
public ModelMonitoringTabularStats.Builder clearObjectiveType() One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
This builder for chaining. |
clearStatsName()
public ModelMonitoringTabularStats.Builder clearStatsName()The stats name.
string stats_name = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
This builder for chaining. |
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 |
|
getDataPointsBuilder(int index)
public ModelMonitoringStatsDataPoint.Builder getDataPointsBuilder(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.Builder |
|
getDataPointsBuilderList()
public List<ModelMonitoringStatsDataPoint.Builder> getDataPointsBuilderList()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<Builder> |
|
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 |
|
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
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. |
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. |
internalGetFieldAccessorTable()
protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
mergeFrom(ModelMonitoringTabularStats other)
public ModelMonitoringTabularStats.Builder mergeFrom(ModelMonitoringTabularStats other)| Parameter | |
|---|---|
| Name | Description |
other |
ModelMonitoringTabularStats |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ModelMonitoringTabularStats.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public ModelMonitoringTabularStats.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
removeDataPoints(int index)
public ModelMonitoringTabularStats.Builder removeDataPoints(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 |
ModelMonitoringTabularStats.Builder |
|
setDataPoints(int index, ModelMonitoringStatsDataPoint value)
public ModelMonitoringTabularStats.Builder setDataPoints(int index, ModelMonitoringStatsDataPoint value)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;
| Parameters | |
|---|---|
| Name | Description |
index |
int |
value |
ModelMonitoringStatsDataPoint |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
setDataPoints(int index, ModelMonitoringStatsDataPoint.Builder builderForValue)
public ModelMonitoringTabularStats.Builder setDataPoints(int index, ModelMonitoringStatsDataPoint.Builder builderForValue)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;
| Parameters | |
|---|---|
| Name | Description |
index |
int |
builderForValue |
ModelMonitoringStatsDataPoint.Builder |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
|
setObjectiveType(String value)
public ModelMonitoringTabularStats.Builder setObjectiveType(String value) One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe objectiveType to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
This builder for chaining. |
setObjectiveTypeBytes(ByteString value)
public ModelMonitoringTabularStats.Builder setObjectiveTypeBytes(ByteString value) One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for objectiveType to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
This builder for chaining. |
setStatsName(String value)
public ModelMonitoringTabularStats.Builder setStatsName(String value)The stats name.
string stats_name = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe statsName to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
This builder for chaining. |
setStatsNameBytes(ByteString value)
public ModelMonitoringTabularStats.Builder setStatsNameBytes(ByteString value)The stats name.
string stats_name = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for statsName to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringTabularStats.Builder |
This builder for chaining. |