Class BatchReadFeatureValuesRequest.Builder (3.32.0)

Version 3.32.0

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public static final class BatchReadFeatureValuesRequest.Builder extends GeneratedMessageV3.Builder<BatchReadFeatureValuesRequest.Builder> implements BatchReadFeatureValuesRequestOrBuilder

Request message for FeaturestoreService.BatchReadFeatureValues.

Protobuf type google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest

Inheritance

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

Implements

BatchReadFeatureValuesRequestOrBuilder

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

addAllEntityTypeSpecs(Iterable<? extends BatchReadFeatureValuesRequest.EntityTypeSpec> values)

public BatchReadFeatureValuesRequest.Builder addAllEntityTypeSpecs(Iterable<? extends BatchReadFeatureValuesRequest.EntityTypeSpec> values)

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
values	Iterable<? extends com.google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec>

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addAllPassThroughFields(Iterable<? extends BatchReadFeatureValuesRequest.PassThroughField> values)

public BatchReadFeatureValuesRequest.Builder addAllPassThroughFields(Iterable<? extends BatchReadFeatureValuesRequest.PassThroughField> values)

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity.

For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

Parameter
Name	Description
values	Iterable<? extends com.google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField>

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addEntityTypeSpecs(BatchReadFeatureValuesRequest.EntityTypeSpec value)

public BatchReadFeatureValuesRequest.Builder addEntityTypeSpecs(BatchReadFeatureValuesRequest.EntityTypeSpec value)

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
value	BatchReadFeatureValuesRequest.EntityTypeSpec

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addEntityTypeSpecs(BatchReadFeatureValuesRequest.EntityTypeSpec.Builder builderForValue)

public BatchReadFeatureValuesRequest.Builder addEntityTypeSpecs(BatchReadFeatureValuesRequest.EntityTypeSpec.Builder builderForValue)

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
builderForValue	BatchReadFeatureValuesRequest.EntityTypeSpec.Builder

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addEntityTypeSpecs(int index, BatchReadFeatureValuesRequest.EntityTypeSpec value)

public BatchReadFeatureValuesRequest.Builder addEntityTypeSpecs(int index, BatchReadFeatureValuesRequest.EntityTypeSpec value)

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Parameters
Name	Description
index	int
value	BatchReadFeatureValuesRequest.EntityTypeSpec

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addEntityTypeSpecs(int index, BatchReadFeatureValuesRequest.EntityTypeSpec.Builder builderForValue)

public BatchReadFeatureValuesRequest.Builder addEntityTypeSpecs(int index, BatchReadFeatureValuesRequest.EntityTypeSpec.Builder builderForValue)

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Parameters
Name	Description
index	int
builderForValue	BatchReadFeatureValuesRequest.EntityTypeSpec.Builder

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addEntityTypeSpecsBuilder()

public BatchReadFeatureValuesRequest.EntityTypeSpec.Builder addEntityTypeSpecsBuilder()

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
BatchReadFeatureValuesRequest.EntityTypeSpec.Builder

addEntityTypeSpecsBuilder(int index)

public BatchReadFeatureValuesRequest.EntityTypeSpec.Builder addEntityTypeSpecsBuilder(int index)

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
index	int

Returns
Type	Description
BatchReadFeatureValuesRequest.EntityTypeSpec.Builder

addPassThroughFields(BatchReadFeatureValuesRequest.PassThroughField value)

public BatchReadFeatureValuesRequest.Builder addPassThroughFields(BatchReadFeatureValuesRequest.PassThroughField value)

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity.

For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

Parameter
Name	Description
value	BatchReadFeatureValuesRequest.PassThroughField

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addPassThroughFields(BatchReadFeatureValuesRequest.PassThroughField.Builder builderForValue)

public BatchReadFeatureValuesRequest.Builder addPassThroughFields(BatchReadFeatureValuesRequest.PassThroughField.Builder builderForValue)

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity.

For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

Parameter
Name	Description
builderForValue	BatchReadFeatureValuesRequest.PassThroughField.Builder

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addPassThroughFields(int index, BatchReadFeatureValuesRequest.PassThroughField value)

public BatchReadFeatureValuesRequest.Builder addPassThroughFields(int index, BatchReadFeatureValuesRequest.PassThroughField value)

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity.

For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

Parameters
Name	Description
index	int
value	BatchReadFeatureValuesRequest.PassThroughField

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addPassThroughFields(int index, BatchReadFeatureValuesRequest.PassThroughField.Builder builderForValue)

public BatchReadFeatureValuesRequest.Builder addPassThroughFields(int index, BatchReadFeatureValuesRequest.PassThroughField.Builder builderForValue)

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity.

For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

Parameters
Name	Description
index	int
builderForValue	BatchReadFeatureValuesRequest.PassThroughField.Builder

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

addPassThroughFieldsBuilder()

public BatchReadFeatureValuesRequest.PassThroughField.Builder addPassThroughFieldsBuilder()

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity.

For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

Returns
Type	Description
BatchReadFeatureValuesRequest.PassThroughField.Builder

addPassThroughFieldsBuilder(int index)

public BatchReadFeatureValuesRequest.PassThroughField.Builder addPassThroughFieldsBuilder(int index)

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity.

For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

Parameter
Name	Description
index	int

Returns
Type	Description
BatchReadFeatureValuesRequest.PassThroughField.Builder

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

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

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

Overrides

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

build()

public BatchReadFeatureValuesRequest build()

Returns
Type	Description
BatchReadFeatureValuesRequest

buildPartial()

public BatchReadFeatureValuesRequest buildPartial()

Returns
Type	Description
BatchReadFeatureValuesRequest

clear()

public BatchReadFeatureValuesRequest.Builder clear()

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearBigqueryReadInstances()

public BatchReadFeatureValuesRequest.Builder clearBigqueryReadInstances()

Similar to csv_read_instances, but from BigQuery source.

.google.cloud.aiplatform.v1beta1.BigQuerySource bigquery_read_instances = 5;

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

clearCsvReadInstances()

public BatchReadFeatureValuesRequest.Builder clearCsvReadInstances()

Each read instance consists of exactly one read timestamp and one or more entity IDs identifying entities of the corresponding EntityTypes whose Features are requested.

Each output instance contains Feature values of requested entities concatenated together as of the read time.

An example read instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z.

An example output instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z, foo_entity_feature1_value, bar_entity_feature2_value.

Timestamp in each read instance must be millisecond-aligned.

csv_read_instances are read instances stored in a plain-text CSV file. The header should be: [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp

The columns can be in any order.

Values in the timestamp column must use the RFC 3339 format, e.g. 2012-07-30T10:43:17.123Z.

.google.cloud.aiplatform.v1beta1.CsvSource csv_read_instances = 3;

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

clearDestination()

public BatchReadFeatureValuesRequest.Builder clearDestination()

Required. Specifies output location and format.

.google.cloud.aiplatform.v1beta1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

clearEntityTypeSpecs()

public BatchReadFeatureValuesRequest.Builder clearEntityTypeSpecs()

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

clearFeaturestore()

public BatchReadFeatureValuesRequest.Builder clearFeaturestore()

Required. The resource name of the Featurestore from which to query Feature values. Format: projects/{project}/locations/{location}/featurestores/{featurestore}

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

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder	This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public BatchReadFeatureValuesRequest.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
field	FieldDescriptor

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

Overrides

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

clearOneof(Descriptors.OneofDescriptor oneof)

public BatchReadFeatureValuesRequest.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
oneof	OneofDescriptor

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

Overrides

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

clearPassThroughFields()

public BatchReadFeatureValuesRequest.Builder clearPassThroughFields()

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity.

For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

clearReadOption()

public BatchReadFeatureValuesRequest.Builder clearReadOption()

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

clearStartTime()

public BatchReadFeatureValuesRequest.Builder clearStartTime()

Optional. Excludes Feature values with feature generation timestamp before this timestamp. If not set, retrieve oldest values kept in Feature Store. Timestamp, if present, must not have higher than millisecond precision.

.google.protobuf.Timestamp start_time = 11 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

clone()

public BatchReadFeatureValuesRequest.Builder clone()

Returns
Type	Description
BatchReadFeatureValuesRequest.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getBigqueryReadInstances()

public BigQuerySource getBigqueryReadInstances()

Similar to csv_read_instances, but from BigQuery source.

.google.cloud.aiplatform.v1beta1.BigQuerySource bigquery_read_instances = 5;

Returns
Type	Description
BigQuerySource	The bigqueryReadInstances.

getBigqueryReadInstancesBuilder()

public BigQuerySource.Builder getBigqueryReadInstancesBuilder()

Similar to csv_read_instances, but from BigQuery source.

.google.cloud.aiplatform.v1beta1.BigQuerySource bigquery_read_instances = 5;

Returns
Type	Description
BigQuerySource.Builder

getBigqueryReadInstancesOrBuilder()

public BigQuerySourceOrBuilder getBigqueryReadInstancesOrBuilder()

Similar to csv_read_instances, but from BigQuery source.

.google.cloud.aiplatform.v1beta1.BigQuerySource bigquery_read_instances = 5;

Returns
Type	Description
BigQuerySourceOrBuilder

getCsvReadInstances()

public CsvSource getCsvReadInstances()

Each read instance consists of exactly one read timestamp and one or more entity IDs identifying entities of the corresponding EntityTypes whose Features are requested.

Each output instance contains Feature values of requested entities concatenated together as of the read time.

An example read instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z.

An example output instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z, foo_entity_feature1_value, bar_entity_feature2_value.

Timestamp in each read instance must be millisecond-aligned.

csv_read_instances are read instances stored in a plain-text CSV file. The header should be: [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp

The columns can be in any order.

Values in the timestamp column must use the RFC 3339 format, e.g. 2012-07-30T10:43:17.123Z.

.google.cloud.aiplatform.v1beta1.CsvSource csv_read_instances = 3;

Returns
Type	Description
CsvSource	The csvReadInstances.

getCsvReadInstancesBuilder()

public CsvSource.Builder getCsvReadInstancesBuilder()

Each read instance consists of exactly one read timestamp and one or more entity IDs identifying entities of the corresponding EntityTypes whose Features are requested.

Each output instance contains Feature values of requested entities concatenated together as of the read time.

An example read instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z.

An example output instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z, foo_entity_feature1_value, bar_entity_feature2_value.

Timestamp in each read instance must be millisecond-aligned.

csv_read_instances are read instances stored in a plain-text CSV file. The header should be: [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp

The columns can be in any order.

Values in the timestamp column must use the RFC 3339 format, e.g. 2012-07-30T10:43:17.123Z.

.google.cloud.aiplatform.v1beta1.CsvSource csv_read_instances = 3;

Returns
Type	Description
CsvSource.Builder

getCsvReadInstancesOrBuilder()

public CsvSourceOrBuilder getCsvReadInstancesOrBuilder()

Each read instance consists of exactly one read timestamp and one or more entity IDs identifying entities of the corresponding EntityTypes whose Features are requested.

Each output instance contains Feature values of requested entities concatenated together as of the read time.

An example read instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z.

An example output instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z, foo_entity_feature1_value, bar_entity_feature2_value.

Timestamp in each read instance must be millisecond-aligned.

csv_read_instances are read instances stored in a plain-text CSV file. The header should be: [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp

The columns can be in any order.

Values in the timestamp column must use the RFC 3339 format, e.g. 2012-07-30T10:43:17.123Z.

.google.cloud.aiplatform.v1beta1.CsvSource csv_read_instances = 3;

Returns
Type	Description
CsvSourceOrBuilder

getDefaultInstanceForType()

public BatchReadFeatureValuesRequest getDefaultInstanceForType()

Returns
Type	Description
BatchReadFeatureValuesRequest

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getDestination()

public FeatureValueDestination getDestination()

Required. Specifies output location and format.

.google.cloud.aiplatform.v1beta1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
FeatureValueDestination	The destination.

getDestinationBuilder()

public FeatureValueDestination.Builder getDestinationBuilder()

Required. Specifies output location and format.

.google.cloud.aiplatform.v1beta1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
FeatureValueDestination.Builder

getDestinationOrBuilder()

public FeatureValueDestinationOrBuilder getDestinationOrBuilder()

Required. Specifies output location and format.

.google.cloud.aiplatform.v1beta1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
FeatureValueDestinationOrBuilder

getEntityTypeSpecs(int index)

public BatchReadFeatureValuesRequest.EntityTypeSpec getEntityTypeSpecs(int index)

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
index	int

Returns
Type	Description
BatchReadFeatureValuesRequest.EntityTypeSpec

getEntityTypeSpecsBuilder(int index)

public BatchReadFeatureValuesRequest.EntityTypeSpec.Builder getEntityTypeSpecsBuilder(int index)

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
index	int

Returns
Type	Description
BatchReadFeatureValuesRequest.EntityTypeSpec.Builder

getEntityTypeSpecsBuilderList()

public List<BatchReadFeatureValuesRequest.EntityTypeSpec.Builder> getEntityTypeSpecsBuilderList()

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
List<Builder>

getEntityTypeSpecsCount()

public int getEntityTypeSpecsCount()

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
int

getEntityTypeSpecsList()

public List<BatchReadFeatureValuesRequest.EntityTypeSpec> getEntityTypeSpecsList()

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
List<EntityTypeSpec>

getEntityTypeSpecsOrBuilder(int index)

public BatchReadFeatureValuesRequest.EntityTypeSpecOrBuilder getEntityTypeSpecsOrBuilder(int index)

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
index	int

Returns
Type	Description
BatchReadFeatureValuesRequest.EntityTypeSpecOrBuilder

getEntityTypeSpecsOrBuilderList()

public List<? extends BatchReadFeatureValuesRequest.EntityTypeSpecOrBuilder> getEntityTypeSpecsOrBuilderList()

Required. Specifies EntityType grouping Features to read values of and settings.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
List<? extends com.google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.EntityTypeSpecOrBuilder>

getFeaturestore()

public String getFeaturestore()

Required. The resource name of the Featurestore from which to query Feature values. Format: projects/{project}/locations/{location}/featurestores/{featurestore}

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

Returns
Type	Description
String	The featurestore.

getFeaturestoreBytes()

public ByteString getFeaturestoreBytes()

Required. The resource name of the Featurestore from which to query Feature values. Format: projects/{project}/locations/{location}/featurestores/{featurestore}

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

Returns
Type	Description
ByteString	The bytes for featurestore.

getPassThroughFields(int index)

public BatchReadFeatureValuesRequest.PassThroughField getPassThroughFields(int index)

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity.

For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

repeated .google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

Parameter
Name	Description
index	int

Returns