Interface BatchReadFeatureValuesRequestOrBuilder (3.50.0) 

public interface BatchReadFeatureValuesRequestOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getBigqueryReadInstances()

public abstract 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.

getBigqueryReadInstancesOrBuilder()

public abstract 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 abstract 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.

getCsvReadInstancesOrBuilder()

public abstract 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

getDestination()

public abstract 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.

getDestinationOrBuilder()

public abstract 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 abstract 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

getEntityTypeSpecsCount()

public abstract 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 abstract 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 abstract 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 abstract 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 abstract 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 abstract 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 abstract 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
Type Description
BatchReadFeatureValuesRequest.PassThroughField

getPassThroughFieldsCount()

public abstract int getPassThroughFieldsCount()

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
int

getPassThroughFieldsList()

public abstract List<BatchReadFeatureValuesRequest.PassThroughField> getPassThroughFieldsList()

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
List<PassThroughField>

getPassThroughFieldsOrBuilder(int index)

public abstract BatchReadFeatureValuesRequest.PassThroughFieldOrBuilder getPassThroughFieldsOrBuilder(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.PassThroughFieldOrBuilder

getPassThroughFieldsOrBuilderList()

public abstract List<? extends BatchReadFeatureValuesRequest.PassThroughFieldOrBuilder> getPassThroughFieldsOrBuilderList()

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
List<? extends com.google.cloud.aiplatform.v1beta1.BatchReadFeatureValuesRequest.PassThroughFieldOrBuilder>

getReadOptionCase()

public abstract BatchReadFeatureValuesRequest.ReadOptionCase getReadOptionCase()
Returns
Type Description
BatchReadFeatureValuesRequest.ReadOptionCase

getStartTime()

public abstract Timestamp getStartTime()

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
Timestamp

The startTime.

getStartTimeOrBuilder()

public abstract TimestampOrBuilder getStartTimeOrBuilder()

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
TimestampOrBuilder

hasBigqueryReadInstances()

public abstract boolean hasBigqueryReadInstances()

Similar to csv_read_instances, but from BigQuery source.

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

Returns
Type Description
boolean

Whether the bigqueryReadInstances field is set.

hasCsvReadInstances()

public abstract boolean hasCsvReadInstances()

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
boolean

Whether the csvReadInstances field is set.

hasDestination()

public abstract boolean hasDestination()

Required. Specifies output location and format.

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

Returns
Type Description
boolean

Whether the destination field is set.

hasStartTime()

public abstract boolean hasStartTime()

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
boolean

Whether the startTime field is set.