Class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder (3.23.0)

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

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
NameDescription
fieldFieldDescriptor
valueObject
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

build()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline build()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

buildPartial()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline buildPartial()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

clear()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clear()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

clearBigquery()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearBigquery()

BigQuery location for BatchExplain output.

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

Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

clearDestination()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearDestination()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

clearField(Descriptors.FieldDescriptor field)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
NameDescription
fieldFieldDescriptor
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

clearGcs()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearGcs()

Cloud Storage location for BatchExplain output.

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

Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

clearOneof(Descriptors.OneofDescriptor oneof)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
NameDescription
oneofOneofDescriptor
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

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
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

This builder for chaining.

clone()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clone()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

getBigquery()

public BigQueryDestination getBigquery()

BigQuery location for BatchExplain output.

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

Returns
TypeDescription
BigQueryDestination

The bigquery.

getBigqueryBuilder()

public BigQueryDestination.Builder getBigqueryBuilder()

BigQuery location for BatchExplain output.

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

Returns
TypeDescription
BigQueryDestination.Builder

getBigqueryOrBuilder()

public BigQueryDestinationOrBuilder getBigqueryOrBuilder()

BigQuery location for BatchExplain output.

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

Returns
TypeDescription
BigQueryDestinationOrBuilder

getDefaultInstanceForType()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstanceForType()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
TypeDescription
Descriptor
Overrides

getDestinationCase()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase getDestinationCase()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase

getGcs()

public GcsDestination getGcs()

Cloud Storage location for BatchExplain output.

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

Returns
TypeDescription
GcsDestination

The gcs.

getGcsBuilder()

public GcsDestination.Builder getGcsBuilder()

Cloud Storage location for BatchExplain output.

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

Returns
TypeDescription
GcsDestination.Builder

getGcsOrBuilder()

public GcsDestinationOrBuilder getGcsOrBuilder()

Cloud Storage location for BatchExplain output.

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

Returns
TypeDescription
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
TypeDescription
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
TypeDescription
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
TypeDescription
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
TypeDescription
boolean

Whether the gcs field is set.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

mergeBigquery(BigQueryDestination value)

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

BigQuery location for BatchExplain output.

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

Parameter
NameDescription
valueBigQueryDestination
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

mergeFrom(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline other)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeFrom(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline other)
Parameter
NameDescription
otherModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides
Exceptions
TypeDescription
IOException

mergeFrom(Message other)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeFrom(Message other)
Parameter
NameDescription
otherMessage
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

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
NameDescription
valueGcsDestination
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

mergeUnknownFields(UnknownFieldSet unknownFields)

public final ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
NameDescription
unknownFieldsUnknownFieldSet
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

setBigquery(BigQueryDestination value)

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

BigQuery location for BatchExplain output.

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

Parameter
NameDescription
valueBigQueryDestination
Returns
TypeDescription
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
NameDescription
builderForValueBigQueryDestination.Builder
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

setField(Descriptors.FieldDescriptor field, Object value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
NameDescription
fieldFieldDescriptor
valueObject
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

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
NameDescription
valueGcsDestination
Returns
TypeDescription
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
NameDescription
builderForValueGcsDestination.Builder
Returns
TypeDescription
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
NameDescription
valueModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat

The predictionFormat to set.

Returns
TypeDescription
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
NameDescription
valueint

The enum numeric value on the wire for predictionFormat to set.

Returns
TypeDescription
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
NameDescription
fieldFieldDescriptor
indexint
valueObject
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

setUnknownFields(UnknownFieldSet unknownFields)

public final ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
NameDescription
unknownFieldsUnknownFieldSet
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides