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public static final class BatchReadFeatureValuesRequest.Builder extends GeneratedMessageV3.Builder<BatchReadFeatureValuesRequest.Builder> implements BatchReadFeatureValuesRequestOrBuilderRequest message for FeaturestoreService.BatchReadFeatureValues.
Protobuf type google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > BatchReadFeatureValuesRequest.BuilderImplements
BatchReadFeatureValuesRequestOrBuilderMethods
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. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| values | Iterable<? extends com.google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec> |
| 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| values | Iterable<? extends com.google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.PassThroughField> |
| 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. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | BatchReadFeatureValuesRequest.EntityTypeSpec |
| 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. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| builderForValue | BatchReadFeatureValuesRequest.EntityTypeSpec.Builder |
| 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. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| index | int |
| value | BatchReadFeatureValuesRequest.EntityTypeSpec |
| 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. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| index | int |
| builderForValue | BatchReadFeatureValuesRequest.EntityTypeSpec.Builder |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
addEntityTypeSpecsBuilder()
public BatchReadFeatureValuesRequest.EntityTypeSpec.Builder addEntityTypeSpecsBuilder()Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| 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. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| index | int |
| 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| value | BatchReadFeatureValuesRequest.PassThroughField |
| 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| builderForValue | BatchReadFeatureValuesRequest.PassThroughField.Builder |
| 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| index | int |
| value | BatchReadFeatureValuesRequest.PassThroughField |
| 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| index | int |
| builderForValue | BatchReadFeatureValuesRequest.PassThroughField.Builder |
| 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| index | int |
| Type | Description |
| BatchReadFeatureValuesRequest.PassThroughField.Builder |
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public BatchReadFeatureValuesRequest.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
build()
public BatchReadFeatureValuesRequest build()| Type | Description |
| BatchReadFeatureValuesRequest |
buildPartial()
public BatchReadFeatureValuesRequest buildPartial()| Type | Description |
| BatchReadFeatureValuesRequest |
clear()
public BatchReadFeatureValuesRequest.Builder clear()| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
clearBigqueryReadInstances()
public BatchReadFeatureValuesRequest.Builder clearBigqueryReadInstances()Similar to csv_read_instances, but from BigQuery source.
.google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
| 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.v1.CsvSource csv_read_instances = 3;
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
clearDestination()
public BatchReadFeatureValuesRequest.Builder clearDestination()Required. Specifies output location and format.
.google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
clearEntityTypeSpecs()
public BatchReadFeatureValuesRequest.Builder clearEntityTypeSpecs()Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| 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) = { ... }
| Type | Description |
| BatchReadFeatureValuesRequest.Builder | This builder for chaining. |
clearField(Descriptors.FieldDescriptor field)
public BatchReadFeatureValuesRequest.Builder clearField(Descriptors.FieldDescriptor field)| Name | Description |
| field | FieldDescriptor |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
clearOneof(Descriptors.OneofDescriptor oneof)
public BatchReadFeatureValuesRequest.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Name | Description |
| oneof | OneofDescriptor |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
clearReadOption()
public BatchReadFeatureValuesRequest.Builder clearReadOption()| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
clone()
public BatchReadFeatureValuesRequest.Builder clone()| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
getBigqueryReadInstances()
public BigQuerySource getBigqueryReadInstances()Similar to csv_read_instances, but from BigQuery source.
.google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
| Type | Description |
| BigQuerySource | The bigqueryReadInstances. |
getBigqueryReadInstancesBuilder()
public BigQuerySource.Builder getBigqueryReadInstancesBuilder()Similar to csv_read_instances, but from BigQuery source.
.google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
| Type | Description |
| BigQuerySource.Builder |
getBigqueryReadInstancesOrBuilder()
public BigQuerySourceOrBuilder getBigqueryReadInstancesOrBuilder()Similar to csv_read_instances, but from BigQuery source.
.google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
| 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.v1.CsvSource csv_read_instances = 3;
| 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.v1.CsvSource csv_read_instances = 3;
| 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.v1.CsvSource csv_read_instances = 3;
| Type | Description |
| CsvSourceOrBuilder |
getDefaultInstanceForType()
public BatchReadFeatureValuesRequest getDefaultInstanceForType()| Type | Description |
| BatchReadFeatureValuesRequest |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Type | Description |
| Descriptor |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Type | Description |
| Descriptor |
getDestination()
public FeatureValueDestination getDestination()Required. Specifies output location and format.
.google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| FeatureValueDestination | The destination. |
getDestinationBuilder()
public FeatureValueDestination.Builder getDestinationBuilder()Required. Specifies output location and format.
.google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| FeatureValueDestination.Builder |
getDestinationOrBuilder()
public FeatureValueDestinationOrBuilder getDestinationOrBuilder()Required. Specifies output location and format.
.google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| FeatureValueDestinationOrBuilder |
getEntityTypeSpecs(int index)
public BatchReadFeatureValuesRequest.EntityTypeSpec getEntityTypeSpecs(int index)Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| index | int |
| 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. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| index | int |
| Type | Description |
| BatchReadFeatureValuesRequest.EntityTypeSpec.Builder |
getEntityTypeSpecsBuilderList()
public List<BatchReadFeatureValuesRequest.EntityTypeSpec.Builder> getEntityTypeSpecsBuilderList()Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| List<Builder> |
getEntityTypeSpecsCount()
public int getEntityTypeSpecsCount()Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| int |
getEntityTypeSpecsList()
public List<BatchReadFeatureValuesRequest.EntityTypeSpec> getEntityTypeSpecsList()Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| List<EntityTypeSpec> |
getEntityTypeSpecsOrBuilder(int index)
public BatchReadFeatureValuesRequest.EntityTypeSpecOrBuilder getEntityTypeSpecsOrBuilder(int index)Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| index | int |
| Type | Description |
| BatchReadFeatureValuesRequest.EntityTypeSpecOrBuilder |
getEntityTypeSpecsOrBuilderList()
public List<? extends BatchReadFeatureValuesRequest.EntityTypeSpecOrBuilder> getEntityTypeSpecsOrBuilderList()Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| List<? extends com.google.cloud.aiplatform.v1.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) = { ... }
| 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) = { ... }
| 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| index | int |
| Type | Description |
| BatchReadFeatureValuesRequest.PassThroughField |
getPassThroughFieldsBuilder(int index)
public BatchReadFeatureValuesRequest.PassThroughField.Builder getPassThroughFieldsBuilder(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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| index | int |
| Type | Description |
| BatchReadFeatureValuesRequest.PassThroughField.Builder |
getPassThroughFieldsBuilderList()
public List<BatchReadFeatureValuesRequest.PassThroughField.Builder> getPassThroughFieldsBuilderList()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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Type | Description |
| List<Builder> |
getPassThroughFieldsCount()
public 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Type | Description |
| int |
getPassThroughFieldsList()
public 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Type | Description |
| List<PassThroughField> |
getPassThroughFieldsOrBuilder(int index)
public 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| index | int |
| Type | Description |
| BatchReadFeatureValuesRequest.PassThroughFieldOrBuilder |
getPassThroughFieldsOrBuilderList()
public 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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Type | Description |
| List<? extends com.google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.PassThroughFieldOrBuilder> |
getReadOptionCase()
public BatchReadFeatureValuesRequest.ReadOptionCase getReadOptionCase()| Type | Description |
| BatchReadFeatureValuesRequest.ReadOptionCase |
hasBigqueryReadInstances()
public boolean hasBigqueryReadInstances()Similar to csv_read_instances, but from BigQuery source.
.google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
| Type | Description |
| boolean | Whether the bigqueryReadInstances field is set. |
hasCsvReadInstances()
public 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.v1.CsvSource csv_read_instances = 3;
| Type | Description |
| boolean | Whether the csvReadInstances field is set. |
hasDestination()
public boolean hasDestination()Required. Specifies output location and format.
.google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| boolean | Whether the destination field is set. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Type | Description |
| FieldAccessorTable |
isInitialized()
public final boolean isInitialized()| Type | Description |
| boolean |
mergeBigqueryReadInstances(BigQuerySource value)
public BatchReadFeatureValuesRequest.Builder mergeBigqueryReadInstances(BigQuerySource value)Similar to csv_read_instances, but from BigQuery source.
.google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
| Name | Description |
| value | BigQuerySource |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
mergeCsvReadInstances(CsvSource value)
public BatchReadFeatureValuesRequest.Builder mergeCsvReadInstances(CsvSource value) 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.v1.CsvSource csv_read_instances = 3;
| Name | Description |
| value | CsvSource |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
mergeDestination(FeatureValueDestination value)
public BatchReadFeatureValuesRequest.Builder mergeDestination(FeatureValueDestination value)Required. Specifies output location and format.
.google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | FeatureValueDestination |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
mergeFrom(BatchReadFeatureValuesRequest other)
public BatchReadFeatureValuesRequest.Builder mergeFrom(BatchReadFeatureValuesRequest other)| Name | Description |
| other | BatchReadFeatureValuesRequest |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public BatchReadFeatureValuesRequest.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | CodedInputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
| Type | Description |
| IOException |
mergeFrom(Message other)
public BatchReadFeatureValuesRequest.Builder mergeFrom(Message other)| Name | Description |
| other | Message |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final BatchReadFeatureValuesRequest.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
removeEntityTypeSpecs(int index)
public BatchReadFeatureValuesRequest.Builder removeEntityTypeSpecs(int index)Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| index | int |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
removePassThroughFields(int index)
public BatchReadFeatureValuesRequest.Builder removePassThroughFields(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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| index | int |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setBigqueryReadInstances(BigQuerySource value)
public BatchReadFeatureValuesRequest.Builder setBigqueryReadInstances(BigQuerySource value)Similar to csv_read_instances, but from BigQuery source.
.google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
| Name | Description |
| value | BigQuerySource |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setBigqueryReadInstances(BigQuerySource.Builder builderForValue)
public BatchReadFeatureValuesRequest.Builder setBigqueryReadInstances(BigQuerySource.Builder builderForValue)Similar to csv_read_instances, but from BigQuery source.
.google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
| Name | Description |
| builderForValue | BigQuerySource.Builder |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setCsvReadInstances(CsvSource value)
public BatchReadFeatureValuesRequest.Builder setCsvReadInstances(CsvSource value) 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.v1.CsvSource csv_read_instances = 3;
| Name | Description |
| value | CsvSource |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setCsvReadInstances(CsvSource.Builder builderForValue)
public BatchReadFeatureValuesRequest.Builder setCsvReadInstances(CsvSource.Builder builderForValue) 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.v1.CsvSource csv_read_instances = 3;
| Name | Description |
| builderForValue | CsvSource.Builder |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setDestination(FeatureValueDestination value)
public BatchReadFeatureValuesRequest.Builder setDestination(FeatureValueDestination value)Required. Specifies output location and format.
.google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | FeatureValueDestination |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setDestination(FeatureValueDestination.Builder builderForValue)
public BatchReadFeatureValuesRequest.Builder setDestination(FeatureValueDestination.Builder builderForValue)Required. Specifies output location and format.
.google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| builderForValue | FeatureValueDestination.Builder |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setEntityTypeSpecs(int index, BatchReadFeatureValuesRequest.EntityTypeSpec value)
public BatchReadFeatureValuesRequest.Builder setEntityTypeSpecs(int index, BatchReadFeatureValuesRequest.EntityTypeSpec value)Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| index | int |
| value | BatchReadFeatureValuesRequest.EntityTypeSpec |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setEntityTypeSpecs(int index, BatchReadFeatureValuesRequest.EntityTypeSpec.Builder builderForValue)
public BatchReadFeatureValuesRequest.Builder setEntityTypeSpecs(int index, BatchReadFeatureValuesRequest.EntityTypeSpec.Builder builderForValue)Required. Specifies EntityType grouping Features to read values of and settings. Each EntityType referenced in [BatchReadFeatureValuesRequest.entity_type_specs] must have a column specifying entity IDs in the EntityType in [BatchReadFeatureValuesRequest.request][] .
repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| index | int |
| builderForValue | BatchReadFeatureValuesRequest.EntityTypeSpec.Builder |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setFeaturestore(String value)
public BatchReadFeatureValuesRequest.Builder setFeaturestore(String value) 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) = { ... }
| Name | Description |
| value | StringThe featurestore to set. |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder | This builder for chaining. |
setFeaturestoreBytes(ByteString value)
public BatchReadFeatureValuesRequest.Builder setFeaturestoreBytes(ByteString value) 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) = { ... }
| Name | Description |
| value | ByteStringThe bytes for featurestore to set. |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder | This builder for chaining. |
setField(Descriptors.FieldDescriptor field, Object value)
public BatchReadFeatureValuesRequest.Builder setField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setPassThroughFields(int index, BatchReadFeatureValuesRequest.PassThroughField value)
public BatchReadFeatureValuesRequest.Builder setPassThroughFields(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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| index | int |
| value | BatchReadFeatureValuesRequest.PassThroughField |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setPassThroughFields(int index, BatchReadFeatureValuesRequest.PassThroughField.Builder builderForValue)
public BatchReadFeatureValuesRequest.Builder setPassThroughFields(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.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;
| Name | Description |
| index | int |
| builderForValue | BatchReadFeatureValuesRequest.PassThroughField.Builder |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public BatchReadFeatureValuesRequest.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Name | Description |
| field | FieldDescriptor |
| index | int |
| value | Object |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |
setUnknownFields(UnknownFieldSet unknownFields)
public final BatchReadFeatureValuesRequest.Builder setUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| BatchReadFeatureValuesRequest.Builder |