Package com.google.cloud.aiplatform.v1

Class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder>

com.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

All Implemented Interfaces:

ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

public static final class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
extends com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder>
implements ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

 Output from
 [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob] for
 Model Monitoring baseline dataset, which can be used to generate baseline
 attribution scores.
 

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

Method Summary

Modifier and Type	Method	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	build()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	buildPartial()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	clear()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	clearBigquery()	BigQuery location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	clearDestination()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	clearGcs()	Cloud Storage location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	clearPredictionFormat()	The storage format of the predictions generated BatchPrediction job.
BigQueryDestination	getBigquery()	BigQuery location for BatchExplain output.
BigQueryDestination.Builder	getBigqueryBuilder()	BigQuery location for BatchExplain output.
BigQueryDestinationOrBuilder	getBigqueryOrBuilder()	BigQuery location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	getDefaultInstanceForType()
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase	getDestinationCase()
GcsDestination	getGcs()	Cloud Storage location for BatchExplain output.
GcsDestination.Builder	getGcsBuilder()	Cloud Storage location for BatchExplain output.
GcsDestinationOrBuilder	getGcsOrBuilder()	Cloud Storage location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat	getPredictionFormat()	The storage format of the predictions generated BatchPrediction job.
int	getPredictionFormatValue()	The storage format of the predictions generated BatchPrediction job.
boolean	hasBigquery()	BigQuery location for BatchExplain output.
boolean	hasGcs()	Cloud Storage location for BatchExplain output.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	mergeBigquery(BigQueryDestination value)	BigQuery location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	mergeFrom(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline other)
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	mergeFrom(com.google.protobuf.Message other)
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	mergeGcs(GcsDestination value)	Cloud Storage location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	setBigquery(BigQueryDestination value)	BigQuery location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	setBigquery(BigQueryDestination.Builder builderForValue)	BigQuery location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	setGcs(GcsDestination value)	Cloud Storage location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	setGcs(GcsDestination.Builder builderForValue)	Cloud Storage location for BatchExplain output.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	setPredictionFormat(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat value)	The storage format of the predictions generated BatchPrediction job.
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	setPredictionFormatValue(int value)	The storage format of the predictions generated BatchPrediction job.

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

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, 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, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

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

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

mergeDelimitedFrom, mergeDelimitedFrom

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

mergeFrom

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Method Details

getDescriptor

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

internalGetFieldAccessorTable

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

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder>

clear

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.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.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.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.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder>

getDefaultInstanceForType

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline build()

Specified by:

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

Specified by:

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

buildPartial

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline buildPartial()

Specified by:

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

Specified by:

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

mergeFrom

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.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<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder>

mergeFrom

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

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder>

mergeFrom

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.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<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder>

Throws:

IOException

getDestinationCase

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase getDestinationCase()

Specified by:

getDestinationCase in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

clearDestination

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearDestination()

hasGcs

public boolean hasGcs()

 Cloud Storage location for BatchExplain output.
 

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

Specified by:

hasGcs in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

Whether the gcs field is set.

getGcs

public GcsDestination getGcs()

 Cloud Storage location for BatchExplain output.
 

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

Specified by:

getGcs in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

The gcs.

setGcs

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

 Cloud Storage location for BatchExplain output.
 

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

setGcs

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

 Cloud Storage location for BatchExplain output.
 

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

mergeGcs

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

 Cloud Storage location for BatchExplain output.
 

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

clearGcs

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearGcs()

 Cloud Storage location for BatchExplain output.
 

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

getGcsBuilder

public GcsDestination.Builder getGcsBuilder()

 Cloud Storage location for BatchExplain output.
 

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

getGcsOrBuilder

public GcsDestinationOrBuilder getGcsOrBuilder()

 Cloud Storage location for BatchExplain output.
 

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

Specified by:

getGcsOrBuilder in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

hasBigquery

public boolean hasBigquery()

 BigQuery location for BatchExplain output.
 

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

Specified by:

hasBigquery in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

Whether the bigquery field is set.

getBigquery

public BigQueryDestination getBigquery()

 BigQuery location for BatchExplain output.
 

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

Specified by:

getBigquery in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

The bigquery.

setBigquery

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

 BigQuery location for BatchExplain output.
 

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

setBigquery

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

 BigQuery location for BatchExplain output.
 

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

mergeBigquery

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

 BigQuery location for BatchExplain output.
 

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

clearBigquery

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearBigquery()

 BigQuery location for BatchExplain output.
 

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

getBigqueryBuilder

public BigQueryDestination.Builder getBigqueryBuilder()

 BigQuery location for BatchExplain output.
 

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

getBigqueryOrBuilder

public BigQueryDestinationOrBuilder getBigqueryOrBuilder()

 BigQuery location for BatchExplain output.
 

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

Specified by:

getBigqueryOrBuilder in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

getPredictionFormatValue

public int getPredictionFormatValue()

 The storage format of the predictions generated BatchPrediction job.
 

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

Specified by:

getPredictionFormatValue in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

The enum numeric value on the wire for predictionFormat.

setPredictionFormatValue

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;

Parameters:

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

Returns:

This builder for chaining.

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;

Specified by:

getPredictionFormat in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

The predictionFormat.

setPredictionFormat

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;

Parameters:

value - The predictionFormat to set.

Returns:

This builder for chaining.

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:

This builder for chaining.