Class ImportFeatureValuesRequest.Builder (2.7.4)

Version 2.7.4

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public static final class ImportFeatureValuesRequest.Builder extends GeneratedMessageV3.Builder<ImportFeatureValuesRequest.Builder> implements ImportFeatureValuesRequestOrBuilder

Request message for FeaturestoreService.ImportFeatureValues.

Protobuf type google.cloud.aiplatform.v1.ImportFeatureValuesRequest

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ImportFeatureValuesRequest.Builder

Implements

ImportFeatureValuesRequestOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeDelimitedFrom(InputStream)

AbstractMessage.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

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.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)

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

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

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

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

addAllFeatureSpecs(Iterable<? extends ImportFeatureValuesRequest.FeatureSpec> values)

public ImportFeatureValuesRequest.Builder addAllFeatureSpecs(Iterable<? extends ImportFeatureValuesRequest.FeatureSpec> values)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameter

Name	Description
values	Iterable<? extends com.google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec>

Returns

Type	Description
ImportFeatureValuesRequest.Builder

addFeatureSpecs(ImportFeatureValuesRequest.FeatureSpec value)

public ImportFeatureValuesRequest.Builder addFeatureSpecs(ImportFeatureValuesRequest.FeatureSpec value)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameter

Name	Description
value	ImportFeatureValuesRequest.FeatureSpec

Returns

Type	Description
ImportFeatureValuesRequest.Builder

addFeatureSpecs(ImportFeatureValuesRequest.FeatureSpec.Builder builderForValue)

public ImportFeatureValuesRequest.Builder addFeatureSpecs(ImportFeatureValuesRequest.FeatureSpec.Builder builderForValue)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameter

Name	Description
builderForValue	ImportFeatureValuesRequest.FeatureSpec.Builder

Returns

Type	Description
ImportFeatureValuesRequest.Builder

addFeatureSpecs(int index, ImportFeatureValuesRequest.FeatureSpec value)

public ImportFeatureValuesRequest.Builder addFeatureSpecs(int index, ImportFeatureValuesRequest.FeatureSpec value)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameters

Name	Description
index	int
value	ImportFeatureValuesRequest.FeatureSpec

Returns

Type	Description
ImportFeatureValuesRequest.Builder

addFeatureSpecs(int index, ImportFeatureValuesRequest.FeatureSpec.Builder builderForValue)

public ImportFeatureValuesRequest.Builder addFeatureSpecs(int index, ImportFeatureValuesRequest.FeatureSpec.Builder builderForValue)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameters

Name	Description
index	int
builderForValue	ImportFeatureValuesRequest.FeatureSpec.Builder

Returns

Type	Description
ImportFeatureValuesRequest.Builder

addFeatureSpecsBuilder()

public ImportFeatureValuesRequest.FeatureSpec.Builder addFeatureSpecsBuilder()

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
ImportFeatureValuesRequest.FeatureSpec.Builder

addFeatureSpecsBuilder(int index)

public ImportFeatureValuesRequest.FeatureSpec.Builder addFeatureSpecsBuilder(int index)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameter

Name	Description
index	int

Returns

Type	Description
ImportFeatureValuesRequest.FeatureSpec.Builder

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public ImportFeatureValuesRequest.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters

Name	Description
field	FieldDescriptor
value	Object

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

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

build()

public ImportFeatureValuesRequest build()

Returns

Type	Description
ImportFeatureValuesRequest

buildPartial()

public ImportFeatureValuesRequest buildPartial()

Returns

Type	Description
ImportFeatureValuesRequest

clear()

public ImportFeatureValuesRequest.Builder clear()

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearAvroSource()

public ImportFeatureValuesRequest.Builder clearAvroSource()

.google.cloud.aiplatform.v1.AvroSource avro_source = 2;

Returns

Type	Description
ImportFeatureValuesRequest.Builder

clearBigquerySource()

public ImportFeatureValuesRequest.Builder clearBigquerySource()

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;

Returns

Type	Description
ImportFeatureValuesRequest.Builder

clearCsvSource()

public ImportFeatureValuesRequest.Builder clearCsvSource()

.google.cloud.aiplatform.v1.CsvSource csv_source = 4;

Returns

Type	Description
ImportFeatureValuesRequest.Builder

clearDisableOnlineServing()

public ImportFeatureValuesRequest.Builder clearDisableOnlineServing()

If set, data will not be imported for online serving. This is typically used for backfilling, where Feature generation timestamps are not in the timestamp range needed for online serving.

bool disable_online_serving = 9;

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

clearEntityIdField()

public ImportFeatureValuesRequest.Builder clearEntityIdField()

Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id.

string entity_id_field = 5;

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

clearEntityType()

public ImportFeatureValuesRequest.Builder clearEntityType()

Required. The resource name of the EntityType grouping the Features for which values are being imported. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}

string entity_type = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

clearFeatureSpecs()

public ImportFeatureValuesRequest.Builder clearFeatureSpecs()

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
ImportFeatureValuesRequest.Builder

clearFeatureTime()

public ImportFeatureValuesRequest.Builder clearFeatureTime()

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.

.google.protobuf.Timestamp feature_time = 7;

Returns

Type	Description
ImportFeatureValuesRequest.Builder

clearFeatureTimeField()

public ImportFeatureValuesRequest.Builder clearFeatureTimeField()

Source column that holds the Feature timestamp for all Feature values in each entity.

string feature_time_field = 6;

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

clearFeatureTimeSource()

public ImportFeatureValuesRequest.Builder clearFeatureTimeSource()

Returns

Type	Description
ImportFeatureValuesRequest.Builder

clearField(Descriptors.FieldDescriptor field)

public ImportFeatureValuesRequest.Builder clearField(Descriptors.FieldDescriptor field)

Parameter

Name	Description
field	FieldDescriptor

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

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

clearOneof(Descriptors.OneofDescriptor oneof)

public ImportFeatureValuesRequest.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter

Name	Description
oneof	OneofDescriptor

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

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

clearSource()

public ImportFeatureValuesRequest.Builder clearSource()

Returns

Type	Description
ImportFeatureValuesRequest.Builder

clearWorkerCount()

public ImportFeatureValuesRequest.Builder clearWorkerCount()

Specifies the number of workers that are used to write data to the Featurestore. Consider the online serving capacity that you require to achieve the desired import throughput without interfering with online serving. The value must be positive, and less than or equal to 100. If not set, defaults to using 1 worker. The low count ensures minimal impact on online serving performance.

int32 worker_count = 11;

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

clone()

public ImportFeatureValuesRequest.Builder clone()

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getAvroSource()

public AvroSource getAvroSource()

.google.cloud.aiplatform.v1.AvroSource avro_source = 2;

Returns

Type	Description
AvroSource	The avroSource.

getAvroSourceBuilder()

public AvroSource.Builder getAvroSourceBuilder()

.google.cloud.aiplatform.v1.AvroSource avro_source = 2;

Returns

Type	Description
AvroSource.Builder

getAvroSourceOrBuilder()

public AvroSourceOrBuilder getAvroSourceOrBuilder()

.google.cloud.aiplatform.v1.AvroSource avro_source = 2;

Returns

Type	Description
AvroSourceOrBuilder

getBigquerySource()

public BigQuerySource getBigquerySource()

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;

Returns

Type	Description
BigQuerySource	The bigquerySource.

getBigquerySourceBuilder()

public BigQuerySource.Builder getBigquerySourceBuilder()

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;

Returns

Type	Description
BigQuerySource.Builder

getBigquerySourceOrBuilder()

public BigQuerySourceOrBuilder getBigquerySourceOrBuilder()

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;

Returns

Type	Description
BigQuerySourceOrBuilder

getCsvSource()

public CsvSource getCsvSource()

.google.cloud.aiplatform.v1.CsvSource csv_source = 4;

Returns

Type	Description
CsvSource	The csvSource.

getCsvSourceBuilder()

public CsvSource.Builder getCsvSourceBuilder()

.google.cloud.aiplatform.v1.CsvSource csv_source = 4;

Returns

Type	Description
CsvSource.Builder

getCsvSourceOrBuilder()

public CsvSourceOrBuilder getCsvSourceOrBuilder()

.google.cloud.aiplatform.v1.CsvSource csv_source = 4;

Returns

Type	Description
CsvSourceOrBuilder

getDefaultInstanceForType()

public ImportFeatureValuesRequest getDefaultInstanceForType()

Returns

Type	Description
ImportFeatureValuesRequest

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns

Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getDisableOnlineServing()

public boolean getDisableOnlineServing()

If set, data will not be imported for online serving. This is typically used for backfilling, where Feature generation timestamps are not in the timestamp range needed for online serving.

bool disable_online_serving = 9;

Returns

Type	Description
boolean	The disableOnlineServing.

getEntityIdField()

public String getEntityIdField()

Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id.

string entity_id_field = 5;

Returns

Type	Description
String	The entityIdField.

getEntityIdFieldBytes()

public ByteString getEntityIdFieldBytes()

Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id.

string entity_id_field = 5;

Returns

Type	Description
ByteString	The bytes for entityIdField.

getEntityType()

public String getEntityType()

Required. The resource name of the EntityType grouping the Features for which values are being imported. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}

string entity_type = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }

Returns

Type	Description
String	The entityType.

getEntityTypeBytes()

public ByteString getEntityTypeBytes()

Required. The resource name of the EntityType grouping the Features for which values are being imported. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}

string entity_type = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }

Returns

Type	Description
ByteString	The bytes for entityType.

getFeatureSpecs(int index)

public ImportFeatureValuesRequest.FeatureSpec getFeatureSpecs(int index)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameter

Name	Description
index	int

Returns

Type	Description
ImportFeatureValuesRequest.FeatureSpec

getFeatureSpecsBuilder(int index)

public ImportFeatureValuesRequest.FeatureSpec.Builder getFeatureSpecsBuilder(int index)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameter

Name	Description
index	int

Returns

Type	Description
ImportFeatureValuesRequest.FeatureSpec.Builder

getFeatureSpecsBuilderList()

public List<ImportFeatureValuesRequest.FeatureSpec.Builder> getFeatureSpecsBuilderList()

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
List<Builder>

getFeatureSpecsCount()

public int getFeatureSpecsCount()

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
int

getFeatureSpecsList()

public List<ImportFeatureValuesRequest.FeatureSpec> getFeatureSpecsList()

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
List<FeatureSpec>

getFeatureSpecsOrBuilder(int index)

public ImportFeatureValuesRequest.FeatureSpecOrBuilder getFeatureSpecsOrBuilder(int index)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameter

Name	Description
index	int

Returns

Type	Description
ImportFeatureValuesRequest.FeatureSpecOrBuilder

getFeatureSpecsOrBuilderList()

public List<? extends ImportFeatureValuesRequest.FeatureSpecOrBuilder> getFeatureSpecsOrBuilderList()

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
List<? extends com.google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpecOrBuilder>

getFeatureTime()

public Timestamp getFeatureTime()

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.

.google.protobuf.Timestamp feature_time = 7;

Returns

Type	Description
Timestamp	The featureTime.

getFeatureTimeBuilder()

public Timestamp.Builder getFeatureTimeBuilder()

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.

.google.protobuf.Timestamp feature_time = 7;

Returns

Type	Description
Builder

getFeatureTimeField()

public String getFeatureTimeField()

Source column that holds the Feature timestamp for all Feature values in each entity.

string feature_time_field = 6;

Returns

Type	Description
String	The featureTimeField.

getFeatureTimeFieldBytes()

public ByteString getFeatureTimeFieldBytes()

Source column that holds the Feature timestamp for all Feature values in each entity.

string feature_time_field = 6;

Returns

Type	Description
ByteString	The bytes for featureTimeField.

getFeatureTimeOrBuilder()

public TimestampOrBuilder getFeatureTimeOrBuilder()

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.

.google.protobuf.Timestamp feature_time = 7;

Returns

Type	Description
TimestampOrBuilder

getFeatureTimeSourceCase()

public ImportFeatureValuesRequest.FeatureTimeSourceCase getFeatureTimeSourceCase()

Returns

Type	Description
ImportFeatureValuesRequest.FeatureTimeSourceCase

getSourceCase()

public ImportFeatureValuesRequest.SourceCase getSourceCase()

Returns

Type	Description
ImportFeatureValuesRequest.SourceCase

getWorkerCount()

public int getWorkerCount()

Specifies the number of workers that are used to write data to the Featurestore. Consider the online serving capacity that you require to achieve the desired import throughput without interfering with online serving. The value must be positive, and less than or equal to 100. If not set, defaults to using 1 worker. The low count ensures minimal impact on online serving performance.

int32 worker_count = 11;

Returns

Type	Description
int	The workerCount.

hasAvroSource()

public boolean hasAvroSource()

.google.cloud.aiplatform.v1.AvroSource avro_source = 2;

Returns

Type	Description
boolean	Whether the avroSource field is set.

hasBigquerySource()

public boolean hasBigquerySource()

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;

Returns

Type	Description
boolean	Whether the bigquerySource field is set.

hasCsvSource()

public boolean hasCsvSource()

.google.cloud.aiplatform.v1.CsvSource csv_source = 4;

Returns

Type	Description
boolean	Whether the csvSource field is set.

hasFeatureTime()

public boolean hasFeatureTime()

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.

.google.protobuf.Timestamp feature_time = 7;

Returns

Type	Description
boolean	Whether the featureTime field is set.

hasFeatureTimeField()

public boolean hasFeatureTimeField()

Source column that holds the Feature timestamp for all Feature values in each entity.

string feature_time_field = 6;

Returns

Type	Description
boolean	Whether the featureTimeField 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()

mergeAvroSource(AvroSource value)

public ImportFeatureValuesRequest.Builder mergeAvroSource(AvroSource value)

.google.cloud.aiplatform.v1.AvroSource avro_source = 2;

Parameter

Name	Description
value	AvroSource

Returns

Type	Description
ImportFeatureValuesRequest.Builder

mergeBigquerySource(BigQuerySource value)

public ImportFeatureValuesRequest.Builder mergeBigquerySource(BigQuerySource value)

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;

Parameter

Name	Description
value	BigQuerySource

Returns

Type	Description
ImportFeatureValuesRequest.Builder

mergeCsvSource(CsvSource value)

public ImportFeatureValuesRequest.Builder mergeCsvSource(CsvSource value)

.google.cloud.aiplatform.v1.CsvSource csv_source = 4;

Parameter

Name	Description
value	CsvSource

Returns

Type	Description
ImportFeatureValuesRequest.Builder

mergeFeatureTime(Timestamp value)

public ImportFeatureValuesRequest.Builder mergeFeatureTime(Timestamp value)

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.

.google.protobuf.Timestamp feature_time = 7;

Parameter

Name	Description
value	Timestamp

Returns

Type	Description
ImportFeatureValuesRequest.Builder

mergeFrom(ImportFeatureValuesRequest other)

public ImportFeatureValuesRequest.Builder mergeFrom(ImportFeatureValuesRequest other)

Parameter

Name	Description
other	ImportFeatureValuesRequest

Returns

Type	Description
ImportFeatureValuesRequest.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public ImportFeatureValuesRequest.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

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

Exceptions

Type	Description
IOException

mergeFrom(Message other)

public ImportFeatureValuesRequest.Builder mergeFrom(Message other)

Parameter

Name	Description
other	Message

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

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

mergeUnknownFields(UnknownFieldSet unknownFields)

public final ImportFeatureValuesRequest.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter

Name	Description
unknownFields	UnknownFieldSet

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

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

removeFeatureSpecs(int index)

public ImportFeatureValuesRequest.Builder removeFeatureSpecs(int index)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameter

Name	Description
index	int

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setAvroSource(AvroSource value)

public ImportFeatureValuesRequest.Builder setAvroSource(AvroSource value)

.google.cloud.aiplatform.v1.AvroSource avro_source = 2;

Parameter

Name	Description
value	AvroSource

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setAvroSource(AvroSource.Builder builderForValue)

public ImportFeatureValuesRequest.Builder setAvroSource(AvroSource.Builder builderForValue)

.google.cloud.aiplatform.v1.AvroSource avro_source = 2;

Parameter

Name	Description
builderForValue	AvroSource.Builder

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setBigquerySource(BigQuerySource value)

public ImportFeatureValuesRequest.Builder setBigquerySource(BigQuerySource value)

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;

Parameter

Name	Description
value	BigQuerySource

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setBigquerySource(BigQuerySource.Builder builderForValue)

public ImportFeatureValuesRequest.Builder setBigquerySource(BigQuerySource.Builder builderForValue)

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;

Parameter

Name	Description
builderForValue	BigQuerySource.Builder

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setCsvSource(CsvSource value)

public ImportFeatureValuesRequest.Builder setCsvSource(CsvSource value)

.google.cloud.aiplatform.v1.CsvSource csv_source = 4;

Parameter

Name	Description
value	CsvSource

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setCsvSource(CsvSource.Builder builderForValue)

public ImportFeatureValuesRequest.Builder setCsvSource(CsvSource.Builder builderForValue)

.google.cloud.aiplatform.v1.CsvSource csv_source = 4;

Parameter

Name	Description
builderForValue	CsvSource.Builder

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setDisableOnlineServing(boolean value)

public ImportFeatureValuesRequest.Builder setDisableOnlineServing(boolean value)

If set, data will not be imported for online serving. This is typically used for backfilling, where Feature generation timestamps are not in the timestamp range needed for online serving.

bool disable_online_serving = 9;

Parameter

Name	Description
value	boolean The disableOnlineServing to set.

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

setEntityIdField(String value)

public ImportFeatureValuesRequest.Builder setEntityIdField(String value)

Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id.

string entity_id_field = 5;

Parameter

Name	Description
value	String The entityIdField to set.

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

setEntityIdFieldBytes(ByteString value)

public ImportFeatureValuesRequest.Builder setEntityIdFieldBytes(ByteString value)

Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id.

string entity_id_field = 5;

Parameter

Name	Description
value	ByteString The bytes for entityIdField to set.

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

setEntityType(String value)

public ImportFeatureValuesRequest.Builder setEntityType(String value)

Required. The resource name of the EntityType grouping the Features for which values are being imported. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}

string entity_type = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }

Parameter

Name	Description
value	String The entityType to set.

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

setEntityTypeBytes(ByteString value)

public ImportFeatureValuesRequest.Builder setEntityTypeBytes(ByteString value)

Required. The resource name of the EntityType grouping the Features for which values are being imported. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}

string entity_type = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }

Parameter

Name	Description
value	ByteString The bytes for entityType to set.

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

setFeatureSpecs(int index, ImportFeatureValuesRequest.FeatureSpec value)

public ImportFeatureValuesRequest.Builder setFeatureSpecs(int index, ImportFeatureValuesRequest.FeatureSpec value)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameters

Name	Description
index	int
value	ImportFeatureValuesRequest.FeatureSpec

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setFeatureSpecs(int index, ImportFeatureValuesRequest.FeatureSpec.Builder builderForValue)

public ImportFeatureValuesRequest.Builder setFeatureSpecs(int index, ImportFeatureValuesRequest.FeatureSpec.Builder builderForValue)

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.

repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameters

Name	Description
index	int
builderForValue	ImportFeatureValuesRequest.FeatureSpec.Builder

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setFeatureTime(Timestamp value)

public ImportFeatureValuesRequest.Builder setFeatureTime(Timestamp value)

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.

.google.protobuf.Timestamp feature_time = 7;

Parameter

Name	Description
value	Timestamp

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setFeatureTime(Timestamp.Builder builderForValue)

public ImportFeatureValuesRequest.Builder setFeatureTime(Timestamp.Builder builderForValue)

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.

.google.protobuf.Timestamp feature_time = 7;

Parameter

Name	Description
builderForValue	Builder

Returns

Type	Description
ImportFeatureValuesRequest.Builder

setFeatureTimeField(String value)

public ImportFeatureValuesRequest.Builder setFeatureTimeField(String value)

Source column that holds the Feature timestamp for all Feature values in each entity.

string feature_time_field = 6;

Parameter

Name	Description
value	String The featureTimeField to set.

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

setFeatureTimeFieldBytes(ByteString value)

public ImportFeatureValuesRequest.Builder setFeatureTimeFieldBytes(ByteString value)

Source column that holds the Feature timestamp for all Feature values in each entity.

string feature_time_field = 6;

Parameter

Name	Description
value	ByteString The bytes for featureTimeField to set.

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public ImportFeatureValuesRequest.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters

Name	Description
field	FieldDescriptor
value	Object

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

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

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

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

Parameters

Name	Description
field	FieldDescriptor
index	int
value	Object

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

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

setUnknownFields(UnknownFieldSet unknownFields)

public final ImportFeatureValuesRequest.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter

Name	Description
unknownFields	UnknownFieldSet

Returns

Type	Description
ImportFeatureValuesRequest.Builder

Overrides

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

setWorkerCount(int value)

public ImportFeatureValuesRequest.Builder setWorkerCount(int value)

Specifies the number of workers that are used to write data to the Featurestore. Consider the online serving capacity that you require to achieve the desired import throughput without interfering with online serving. The value must be positive, and less than or equal to 100. If not set, defaults to using 1 worker. The low count ensures minimal impact on online serving performance.

int32 worker_count = 11;

Parameter

Name	Description
value	int The workerCount to set.

Returns

Type	Description
ImportFeatureValuesRequest.Builder	This builder for chaining.