Class ModelMonitoringTabularStats.Builder (3.45.0)

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

Static 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

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public ModelMonitoringTabularStats.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
ModelMonitoringTabularStats.Builder
Overrides

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
Overrides

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

clearField(Descriptors.FieldDescriptor field)

public ModelMonitoringTabularStats.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Name Description
field FieldDescriptor
Returns
Type Description
ModelMonitoringTabularStats.Builder
Overrides

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.

clearOneof(Descriptors.OneofDescriptor oneof)

public ModelMonitoringTabularStats.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Name Description
oneof OneofDescriptor
Returns
Type Description
ModelMonitoringTabularStats.Builder
Overrides

clearStatsName()

public ModelMonitoringTabularStats.Builder clearStatsName()

The stats name.

string stats_name = 1;

Returns
Type Description
ModelMonitoringTabularStats.Builder

This builder for chaining.

clone()

public ModelMonitoringTabularStats.Builder clone()
Returns
Type Description
ModelMonitoringTabularStats.Builder
Overrides

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
Overrides

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 GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

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
Overrides
Exceptions
Type Description
IOException

mergeFrom(Message other)

public ModelMonitoringTabularStats.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
ModelMonitoringTabularStats.Builder
Overrides

mergeUnknownFields(UnknownFieldSet unknownFields)

public final ModelMonitoringTabularStats.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
ModelMonitoringTabularStats.Builder
Overrides

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

setField(Descriptors.FieldDescriptor field, Object value)

public ModelMonitoringTabularStats.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
ModelMonitoringTabularStats.Builder
Overrides

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 String

The 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 ByteString

The bytes for objectiveType to set.

Returns
Type Description
ModelMonitoringTabularStats.Builder

This builder for chaining.

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public ModelMonitoringTabularStats.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
Name Description
field FieldDescriptor
index int
value Object
Returns
Type Description
ModelMonitoringTabularStats.Builder
Overrides

setStatsName(String value)

public ModelMonitoringTabularStats.Builder setStatsName(String value)

The stats name.

string stats_name = 1;

Parameter
Name Description
value String

The 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 ByteString

The bytes for statsName to set.

Returns
Type Description
ModelMonitoringTabularStats.Builder

This builder for chaining.

setUnknownFields(UnknownFieldSet unknownFields)

public final ModelMonitoringTabularStats.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
ModelMonitoringTabularStats.Builder
Overrides