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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.BuilderInherited Members
Static Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Type | Description |
Descriptor |
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Name | Description |
field | FieldDescriptor |
value | Object |
build()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline build()
buildPartial()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline buildPartial()
clear()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clear()
clearBigquery()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearBigquery()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
clearDestination()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearDestination()
clearField(Descriptors.FieldDescriptor field)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearField(Descriptors.FieldDescriptor field)
Name | Description |
field | FieldDescriptor |
clearGcs()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearGcs()
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
clearOneof(Descriptors.OneofDescriptor oneof)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Name | Description |
oneof | OneofDescriptor |
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;
Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder | This builder for chaining. |
clone()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder clone()
getBigquery()
public BigQueryDestination getBigquery()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
Type | Description |
BigQueryDestination | The bigquery. |
getBigqueryBuilder()
public BigQueryDestination.Builder getBigqueryBuilder()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
Type | Description |
BigQueryDestination.Builder |
getBigqueryOrBuilder()
public BigQueryDestinationOrBuilder getBigqueryOrBuilder()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
Type | Description |
BigQueryDestinationOrBuilder |
getDefaultInstanceForType()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstanceForType()
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()
Type | Description |
Descriptor |
getDestinationCase()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase getDestinationCase()
getGcs()
public GcsDestination getGcs()
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
Type | Description |
GcsDestination | The gcs. |
getGcsBuilder()
public GcsDestination.Builder getGcsBuilder()
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
Type | Description |
GcsDestination.Builder |
getGcsOrBuilder()
public GcsDestinationOrBuilder getGcsOrBuilder()
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
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;
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;
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;
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;
Type | Description |
boolean | Whether the gcs field is set. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Type | Description |
boolean |
mergeBigquery(BigQueryDestination value)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeBigquery(BigQueryDestination value)
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
Name | Description |
value | BigQueryDestination |
mergeFrom(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline other)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeFrom(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline other)
Name | Description |
other | ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
IOException |
mergeFrom(Message other)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeFrom(Message other)
Name | Description |
other | Message |
mergeGcs(GcsDestination value)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeGcs(GcsDestination value)
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
Name | Description |
value | GcsDestination |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Name | Description |
unknownFields | UnknownFieldSet |
setBigquery(BigQueryDestination value)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setBigquery(BigQueryDestination value)
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
Name | Description |
value | BigQueryDestination |
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;
Name | Description |
builderForValue | BigQueryDestination.Builder |
setField(Descriptors.FieldDescriptor field, Object value)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setField(Descriptors.FieldDescriptor field, Object value)
Name | Description |
field | FieldDescriptor |
value | Object |
setGcs(GcsDestination value)
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setGcs(GcsDestination value)
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
Name | Description |
value | GcsDestination |
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;
Name | Description |
builderForValue | GcsDestination.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;
Name | Description |
value | ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat The predictionFormat to set. |
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;
Name | Description |
value | int The enum numeric value on the wire for predictionFormat to set. |
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)
Name | Description |
field | FieldDescriptor |
index | int |
value | Object |
setUnknownFields(UnknownFieldSet unknownFields)
public final ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder setUnknownFields(UnknownFieldSet unknownFields)
Name | Description |
unknownFields | UnknownFieldSet |