public static final class ModelMonitoringTabularStats.Builder extends GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder> 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.Builder.getUnknownFieldSetBuilder()
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)
com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
Static Methods
public static final Descriptors.Descriptor getDescriptor()
Methods
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>
|
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;
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;
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;
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;
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;
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
|
public ModelMonitoringTabularStats.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Overrides
public ModelMonitoringTabularStats build()
public ModelMonitoringTabularStats buildPartial()
public ModelMonitoringTabularStats.Builder clear()
Overrides
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;
public ModelMonitoringTabularStats.Builder clearField(Descriptors.FieldDescriptor field)
Overrides
public ModelMonitoringTabularStats.Builder clearObjectiveType()
One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
public ModelMonitoringTabularStats.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Overrides
public ModelMonitoringTabularStats.Builder clearStatsName()
The stats name.
string stats_name = 1;
public ModelMonitoringTabularStats.Builder clone()
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 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
|
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;
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 Descriptors.Descriptor getDescriptorForType()
Overrides
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 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.
|
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public ModelMonitoringTabularStats.Builder mergeFrom(ModelMonitoringTabularStats other)
public ModelMonitoringTabularStats.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Overrides
public ModelMonitoringTabularStats.Builder mergeFrom(Message other)
| Parameter |
| Name |
Description |
other |
Message
|
Overrides
public final ModelMonitoringTabularStats.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Overrides
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
|
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;
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;
public ModelMonitoringTabularStats.Builder setField(Descriptors.FieldDescriptor field, Object value)
Overrides
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 |
String
The objectiveType to set.
|
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 |
ByteString
The bytes for objectiveType to set.
|
public ModelMonitoringTabularStats.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Overrides
public ModelMonitoringTabularStats.Builder setStatsName(String value)
The stats name.
string stats_name = 1;
| Parameter |
| Name |
Description |
value |
String
The statsName to set.
|
public ModelMonitoringTabularStats.Builder setStatsNameBytes(ByteString value)
The stats name.
string stats_name = 1;
| Parameter |
| Name |
Description |
value |
ByteString
The bytes for statsName to set.
|
public final ModelMonitoringTabularStats.Builder setUnknownFields(UnknownFieldSet unknownFields)
Overrides
