Class ImportFeatureValuesRequest.Builder (3.46.0)

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

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

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

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

clearOneof(Descriptors.OneofDescriptor oneof)

public ImportFeatureValuesRequest.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Name Description
oneof OneofDescriptor
Returns
Type Description
ImportFeatureValuesRequest.Builder
Overrides

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

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

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()

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.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()

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.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

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

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
Exceptions
Type Description
IOException

mergeFrom(Message other)

public ImportFeatureValuesRequest.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
ImportFeatureValuesRequest.Builder
Overrides

mergeUnknownFields(UnknownFieldSet unknownFields)

public final ImportFeatureValuesRequest.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
ImportFeatureValuesRequest.Builder
Overrides

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)

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.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

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

setUnknownFields(UnknownFieldSet unknownFields)

public final ImportFeatureValuesRequest.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
ImportFeatureValuesRequest.Builder
Overrides

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.