com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringTabularStats.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

com.google.cloud.aiplatform.v1beta1.ModelMonitoringTabularStats.Builder

All Implemented Interfaces:

ModelMonitoringTabularStatsOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

ModelMonitoringTabularStats

public static final class ModelMonitoringTabularStats.Builder
extends com.google.protobuf.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

Method Summary

Modifier and Type	Method and Description
ModelMonitoringTabularStats.Builder	addAllDataPoints(Iterable<? extends ModelMonitoringStatsDataPoint> values) The data points of this time series.
ModelMonitoringTabularStats.Builder	addDataPoints(int index, ModelMonitoringStatsDataPoint.Builder builderForValue) The data points of this time series.
ModelMonitoringTabularStats.Builder	addDataPoints(int index, ModelMonitoringStatsDataPoint value) The data points of this time series.
ModelMonitoringTabularStats.Builder	addDataPoints(ModelMonitoringStatsDataPoint.Builder builderForValue) The data points of this time series.
ModelMonitoringTabularStats.Builder	addDataPoints(ModelMonitoringStatsDataPoint value) The data points of this time series.
ModelMonitoringStatsDataPoint.Builder	addDataPointsBuilder() The data points of this time series.
ModelMonitoringStatsDataPoint.Builder	addDataPointsBuilder(int index) The data points of this time series.
ModelMonitoringTabularStats.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ModelMonitoringTabularStats	build()
ModelMonitoringTabularStats	buildPartial()
ModelMonitoringTabularStats.Builder	clear()
ModelMonitoringTabularStats.Builder	clearDataPoints() The data points of this time series.
ModelMonitoringTabularStats.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
ModelMonitoringTabularStats.Builder	clearObjectiveType() One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution` string objective_type = 2;
ModelMonitoringTabularStats.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
ModelMonitoringTabularStats.Builder	clearStatsName() The stats name.
ModelMonitoringTabularStats.Builder	clone()
ModelMonitoringStatsDataPoint	getDataPoints(int index) The data points of this time series.
ModelMonitoringStatsDataPoint.Builder	getDataPointsBuilder(int index) The data points of this time series.
List<ModelMonitoringStatsDataPoint.Builder>	getDataPointsBuilderList() The data points of this time series.
int	getDataPointsCount() The data points of this time series.
List<ModelMonitoringStatsDataPoint>	getDataPointsList() The data points of this time series.
ModelMonitoringStatsDataPointOrBuilder	getDataPointsOrBuilder(int index) The data points of this time series.
List<? extends ModelMonitoringStatsDataPointOrBuilder>	getDataPointsOrBuilderList() The data points of this time series.
ModelMonitoringTabularStats	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
String	getObjectiveType() One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution` string objective_type = 2;
com.google.protobuf.ByteString	getObjectiveTypeBytes() One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution` string objective_type = 2;
String	getStatsName() The stats name.
com.google.protobuf.ByteString	getStatsNameBytes() The stats name.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
ModelMonitoringTabularStats.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringTabularStats.Builder	mergeFrom(com.google.protobuf.Message other)
ModelMonitoringTabularStats.Builder	mergeFrom(ModelMonitoringTabularStats other)
ModelMonitoringTabularStats.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
ModelMonitoringTabularStats.Builder	removeDataPoints(int index) The data points of this time series.
ModelMonitoringTabularStats.Builder	setDataPoints(int index, ModelMonitoringStatsDataPoint.Builder builderForValue) The data points of this time series.
ModelMonitoringTabularStats.Builder	setDataPoints(int index, ModelMonitoringStatsDataPoint value) The data points of this time series.
ModelMonitoringTabularStats.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ModelMonitoringTabularStats.Builder	setObjectiveType(String value) One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution` string objective_type = 2;
ModelMonitoringTabularStats.Builder	setObjectiveTypeBytes(com.google.protobuf.ByteString value) One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution` string objective_type = 2;
ModelMonitoringTabularStats.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
ModelMonitoringTabularStats.Builder	setStatsName(String value) The stats name.
ModelMonitoringTabularStats.Builder	setStatsNameBytes(com.google.protobuf.ByteString value) The stats name.
ModelMonitoringTabularStats.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Method Detail

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

clear

public ModelMonitoringTabularStats.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

getDefaultInstanceForType

public ModelMonitoringTabularStats getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ModelMonitoringTabularStats build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public ModelMonitoringTabularStats buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

clone

public ModelMonitoringTabularStats.Builder clone()

Specified by:

clone in interface com.google.protobuf.Message.Builder

Specified by:

clone in interface com.google.protobuf.MessageLite.Builder

Overrides:

clone in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

setField

public ModelMonitoringTabularStats.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                    Object value)

Specified by:

setField in interface com.google.protobuf.Message.Builder

Overrides:

setField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

clearField

public ModelMonitoringTabularStats.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface com.google.protobuf.Message.Builder

Overrides:

clearField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

clearOneof

public ModelMonitoringTabularStats.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface com.google.protobuf.Message.Builder

Overrides:

clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

setRepeatedField

public ModelMonitoringTabularStats.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                            int index,
                                                            Object value)

Specified by:

setRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

addRepeatedField

public ModelMonitoringTabularStats.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                            Object value)

Specified by:

addRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

mergeFrom

public ModelMonitoringTabularStats.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelMonitoringTabularStats.Builder>

mergeFrom

public ModelMonitoringTabularStats.Builder mergeFrom(ModelMonitoringTabularStats other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

mergeFrom

public ModelMonitoringTabularStats.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                                     com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                              throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelMonitoringTabularStats.Builder>

Throws:

IOException

getStatsName

public String getStatsName()

 The stats name.
 

string stats_name = 1;

Specified by:

getStatsName in interface ModelMonitoringTabularStatsOrBuilder

Returns:

The statsName.

getStatsNameBytes

public com.google.protobuf.ByteString getStatsNameBytes()

 The stats name.
 

string stats_name = 1;

Specified by:

getStatsNameBytes in interface ModelMonitoringTabularStatsOrBuilder

Returns:

The bytes for statsName.

setStatsName

public ModelMonitoringTabularStats.Builder setStatsName(String value)

 The stats name.
 

string stats_name = 1;

Parameters:

value - The statsName to set.

Returns:

This builder for chaining.

clearStatsName

public ModelMonitoringTabularStats.Builder clearStatsName()

 The stats name.
 

string stats_name = 1;

Returns:

This builder for chaining.

setStatsNameBytes

public ModelMonitoringTabularStats.Builder setStatsNameBytes(com.google.protobuf.ByteString value)

 The stats name.
 

string stats_name = 1;

Parameters:

value - The bytes for statsName to set.

Returns:

This builder for chaining.

getObjectiveType

public String getObjectiveType()

 One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
 

string objective_type = 2;

Specified by:

getObjectiveType in interface ModelMonitoringTabularStatsOrBuilder

Returns:

The objectiveType.

getObjectiveTypeBytes

public com.google.protobuf.ByteString getObjectiveTypeBytes()

 One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
 

string objective_type = 2;

Specified by:

getObjectiveTypeBytes in interface ModelMonitoringTabularStatsOrBuilder

Returns:

The bytes for objectiveType.

setObjectiveType

public ModelMonitoringTabularStats.Builder setObjectiveType(String value)

 One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
 

string objective_type = 2;

Parameters:

value - The objectiveType to set.

Returns:

This builder for chaining.

clearObjectiveType

public ModelMonitoringTabularStats.Builder clearObjectiveType()

 One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
 

string objective_type = 2;

Returns:

This builder for chaining.

setObjectiveTypeBytes

public ModelMonitoringTabularStats.Builder setObjectiveTypeBytes(com.google.protobuf.ByteString value)

 One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
 

string objective_type = 2;

Parameters:

value - The bytes for objectiveType to set.

Returns:

This builder for chaining.

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;

Specified by:

getDataPointsList in interface ModelMonitoringTabularStatsOrBuilder

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;

Specified by:

getDataPointsCount in interface ModelMonitoringTabularStatsOrBuilder

getDataPoints

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;

Specified by:

getDataPoints in interface ModelMonitoringTabularStatsOrBuilder

setDataPoints

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;

setDataPoints

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;

addDataPoints

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;

addDataPoints

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;

addDataPoints

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;

addDataPoints

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;

addAllDataPoints

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;

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;

removeDataPoints

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;

getDataPointsBuilder

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;

getDataPointsOrBuilder

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;

Specified by:

getDataPointsOrBuilder in interface ModelMonitoringTabularStatsOrBuilder

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;

Specified by:

getDataPointsOrBuilderList in interface ModelMonitoringTabularStatsOrBuilder

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;

addDataPointsBuilder

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;

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;

setUnknownFields

public final ModelMonitoringTabularStats.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>

mergeUnknownFields

public final ModelMonitoringTabularStats.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringTabularStats.Builder>