Class ImportFeatureValuesRequest.Builder (3.56.0)

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

Request message for FeaturestoreService.ImportFeatureValues.

Protobuf type google.cloud.aiplatform.v1beta1.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.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.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

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)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

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

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

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

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.v1beta1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
`values`	`Iterable<? extends com.google.cloud.aiplatform.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.AvroSource avro_source = 2;

Returns
Type	Description
`ImportFeatureValuesRequest.Builder`

clearBigquerySource()

public ImportFeatureValuesRequest.Builder clearBigquerySource()

.google.cloud.aiplatform.v1beta1.BigQuerySource bigquery_source = 3;

Returns
Type	Description
`ImportFeatureValuesRequest.Builder`

clearCsvSource()

public ImportFeatureValuesRequest.Builder clearCsvSource()

.google.cloud.aiplatform.v1beta1.CsvSource csv_source = 4;

Returns
Type	Description
`ImportFeatureValuesRequest.Builder`

clearDisableIngestionAnalysis()

public ImportFeatureValuesRequest.Builder clearDisableIngestionAnalysis()

If true, API doesn't start ingestion analysis pipeline.

bool disable_ingestion_analysis = 12;

Returns
Type	Description
`ImportFeatureValuesRequest.Builder`	This builder for chaining.

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.v1beta1.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.v1beta1.AvroSource avro_source = 2;

Returns
Type	Description
`AvroSource`	The avroSource.

getAvroSourceBuilder()

public AvroSource.Builder getAvroSourceBuilder()

.google.cloud.aiplatform.v1beta1.AvroSource avro_source = 2;

Returns
Type	Description
`AvroSource.Builder`

getAvroSourceOrBuilder()

public AvroSourceOrBuilder getAvroSourceOrBuilder()

.google.cloud.aiplatform.v1beta1.AvroSource avro_source = 2;

Returns
Type	Description
`AvroSourceOrBuilder`

getBigquerySource()

public BigQuerySource getBigquerySource()

.google.cloud.aiplatform.v1beta1.BigQuerySource bigquery_source = 3;

Returns
Type	Description
`BigQuerySource`	The bigquerySource.

getBigquerySourceBuilder()

public BigQuerySource.Builder getBigquerySourceBuilder()

.google.cloud.aiplatform.v1beta1.BigQuerySource bigquery_source = 3;

Returns
Type	Description
`BigQuerySource.Builder`

getBigquerySourceOrBuilder()

public BigQuerySourceOrBuilder getBigquerySourceOrBuilder()

.google.cloud.aiplatform.v1beta1.BigQuerySource bigquery_source = 3;

Returns
Type	Description
`BigQuerySourceOrBuilder`

getCsvSource()

public CsvSource getCsvSource()

.google.cloud.aiplatform.v1beta1.CsvSource csv_source = 4;

Returns
Type	Description
`CsvSource`	The csvSource.

getCsvSourceBuilder()

public CsvSource.Builder getCsvSourceBuilder()

.google.cloud.aiplatform.v1beta1.CsvSource csv_source = 4;

Returns
Type	Description
`CsvSource.Builder`

getCsvSourceOrBuilder()

public CsvSourceOrBuilder getCsvSourceOrBuilder()

.google.cloud.aiplatform.v1beta1.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()

getDisableIngestionAnalysis()

public boolean getDisableIngestionAnalysis()

If true, API doesn't start ingestion analysis pipeline.

bool disable_ingestion_analysis = 12;

Returns
Type	Description
`boolean`	The disableIngestionAnalysis.

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()

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

Returns
Type	Description
`String`	The entityType.

getEntityTypeBytes()

public ByteString getEntityTypeBytes()

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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
`List<? extends com.google.cloud.aiplatform.v1beta1.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()

int32 worker_count = 11;

Returns
Type	Description
`int`	The workerCount.

hasAvroSource()

public boolean hasAvroSource()

.google.cloud.aiplatform.v1beta1.AvroSource avro_source = 2;

Returns
Type	Description
`boolean`	Whether the avroSource field is set.

hasBigquerySource()

public boolean hasBigquerySource()

.google.cloud.aiplatform.v1beta1.BigQuerySource bigquery_source = 3;

Returns
Type	Description
`boolean`	Whether the bigquerySource field is set.

hasCsvSource()

public boolean hasCsvSource()

.google.cloud.aiplatform.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.CsvSource csv_source = 4;

Parameter
Name	Description
`builderForValue`	`CsvSource.Builder`

Returns
Type	Description
`ImportFeatureValuesRequest.Builder`

setDisableIngestionAnalysis(boolean value)

public ImportFeatureValuesRequest.Builder setDisableIngestionAnalysis(boolean value)

If true, API doesn't start ingestion analysis pipeline.

bool disable_ingestion_analysis = 12;

Parameter
Name	Description
`value`	`boolean` The disableIngestionAnalysis to set.

Returns
Type	Description
`ImportFeatureValuesRequest.Builder`	This builder for chaining.

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)

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)

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.v1beta1.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.v1beta1.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)

int32 worker_count = 11;

Parameter
Name	Description
`value`	`int` The workerCount to set.

Returns
Type	Description
`ImportFeatureValuesRequest.Builder`	This builder for chaining.