Class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder (3.34.0)

Version 3.34.0

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public static final class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder extends GeneratedMessageV3.Builder<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder> implements ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Output from BatchPredictionJob for Model Monitoring baseline dataset, which can be used to generate baseline attribution scores.

Protobuf type google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Implements

ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline build()

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

buildPartial()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline buildPartial()

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

clear()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clear()

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearBigquery()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearBigquery()

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

clearDestination()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearDestination()

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

clearField(Descriptors.FieldDescriptor field)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
field	FieldDescriptor

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearGcs()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearGcs()

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

clearOneof(Descriptors.OneofDescriptor oneof)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
oneof	OneofDescriptor

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

clearPredictionFormat()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearPredictionFormat()

The storage format of the predictions generated BatchPrediction job.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	This builder for chaining.

clone()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clone()

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getBigquery()

public BigQueryDestination getBigquery()

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Returns
Type	Description
BigQueryDestination	The bigquery.

getBigqueryBuilder()

public BigQueryDestination.Builder getBigqueryBuilder()

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Returns
Type	Description
BigQueryDestination.Builder

getBigqueryOrBuilder()

public BigQueryDestinationOrBuilder getBigqueryOrBuilder()

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Returns
Type	Description
BigQueryDestinationOrBuilder

getDefaultInstanceForType()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstanceForType()

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getDestinationCase()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase getDestinationCase()

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase

getGcs()

public GcsDestination getGcs()

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Returns
Type	Description
GcsDestination	The gcs.

getGcsBuilder()

public GcsDestination.Builder getGcsBuilder()

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Returns
Type	Description
GcsDestination.Builder

getGcsOrBuilder()

public GcsDestinationOrBuilder getGcsOrBuilder()

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Returns
Type	Description
GcsDestinationOrBuilder

getPredictionFormat()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat getPredictionFormat()

The storage format of the predictions generated BatchPrediction job.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat	The predictionFormat.

getPredictionFormatValue()

public int getPredictionFormatValue()

The storage format of the predictions generated BatchPrediction job.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Returns
Type	Description
int	The enum numeric value on the wire for predictionFormat.

hasBigquery()

public boolean hasBigquery()

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Returns
Type	Description
boolean	Whether the bigquery field is set.

hasGcs()

public boolean hasGcs()

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Returns
Type	Description
boolean	Whether the gcs field is set.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeBigquery(BigQueryDestination value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeBigquery(BigQueryDestination value)

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Parameter
Name	Description
value	BigQueryDestination

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

mergeFrom(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline other)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeFrom(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline other)

Parameter
Name	Description
other	ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions
Type	Description
IOException

mergeFrom(Message other)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeFrom(Message other)

Parameter
Name	Description
other	Message

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

mergeGcs(GcsDestination value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeGcs(GcsDestination value)

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Parameter
Name	Description
value	GcsDestination

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

mergeUnknownFields(UnknownFieldSet unknownFields)

public final ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

setBigquery(BigQueryDestination value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setBigquery(BigQueryDestination value)

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Parameter
Name	Description
value	BigQueryDestination

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

setBigquery(BigQueryDestination.Builder builderForValue)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setBigquery(BigQueryDestination.Builder builderForValue)

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Parameter
Name	Description
builderForValue	BigQueryDestination.Builder

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

setField(Descriptors.FieldDescriptor field, Object value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setGcs(GcsDestination value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setGcs(GcsDestination value)

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Parameter
Name	Description
value	GcsDestination

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

setGcs(GcsDestination.Builder builderForValue)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setGcs(GcsDestination.Builder builderForValue)

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Parameter
Name	Description
builderForValue	GcsDestination.Builder

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

setPredictionFormat(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setPredictionFormat(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat value)

The storage format of the predictions generated BatchPrediction job.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Parameter
Name	Description
value	ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat The predictionFormat to set.

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	This builder for chaining.

setPredictionFormatValue(int value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setPredictionFormatValue(int value)

The storage format of the predictions generated BatchPrediction job.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Parameter
Name	Description
value	int The enum numeric value on the wire for predictionFormat to set.

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	This builder for chaining.

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

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters
Name	Description
field	FieldDescriptor
index	int
value	Object

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setUnknownFields(UnknownFieldSet unknownFields)

public final ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)