Class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder (3.43.0)

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
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

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

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

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

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

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

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

isInitialized()

public final boolean isInitialized()
Returns
Type Description
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
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
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

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

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

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

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