From 0b362a0bb7245433008c57c7dfb736fedca30fc2 Mon Sep 17 00:00:00 2001 From: darpanKumar29 Date: Thu, 5 Jan 2023 17:37:55 +0530 Subject: [PATCH 01/67] changes --- java/pom.xml | 28 ------------------ java/serving/pom.xml | 22 -------------- .../service/OnlineServingServiceV2.java | 3 +- .../main/resources/application-override.yaml | 10 +++++++ .../src/main/resources/application.yml | 4 +-- java/serving/src/main/resources/registry.pb | Bin 0 -> 23163 bytes 6 files changed, 14 insertions(+), 53 deletions(-) create mode 100644 java/serving/src/main/resources/application-override.yaml create mode 100644 java/serving/src/main/resources/registry.pb diff --git a/java/pom.xml b/java/pom.xml index 5f1c8f5df90..a465e331177 100644 --- a/java/pom.xml +++ b/java/pom.xml @@ -424,34 +424,6 @@ - - org.apache.maven.plugins - maven-gpg-plugin - 1.6 - - - sign-artifacts - verify - - sign - - - - - --pinentry-mode - loopback - - - - ${gpg.passphrase} - - - - diff --git a/java/serving/pom.xml b/java/serving/pom.xml index 8f0cf407e96..a04fb48baff 100644 --- a/java/serving/pom.xml +++ b/java/serving/pom.xml @@ -83,28 +83,6 @@ - - org.codehaus.mojo - exec-maven-plugin - 1.6.0 - - - - python - src/test/resources/docker-compose/feast10/ - - setup_it.py - - ${skipITs} - - feast_test_apply - process-test-resources - - exec - - - - diff --git a/java/serving/src/main/java/feast/serving/service/OnlineServingServiceV2.java b/java/serving/src/main/java/feast/serving/service/OnlineServingServiceV2.java index dd6a592fb80..48de923d36e 100644 --- a/java/serving/src/main/java/feast/serving/service/OnlineServingServiceV2.java +++ b/java/serving/src/main/java/feast/serving/service/OnlineServingServiceV2.java @@ -52,10 +52,11 @@ public class OnlineServingServiceV2 implements ServingServiceV2 { private static final Logger log = org.slf4j.LoggerFactory.getLogger(OnlineServingServiceV2.class); private final Optional tracerOptional; private final OnlineRetriever retriever; - private final RegistryRepository registryRepository; private final OnlineTransformationService onlineTransformationService; private final String project; + private final RegistryRepository registryRepository; + public static final String DUMMY_ENTITY_ID = "__dummy_id"; public static final String DUMMY_ENTITY_VAL = ""; public static final ValueProto.Value DUMMY_ENTITY_VALUE = diff --git a/java/serving/src/main/resources/application-override.yaml b/java/serving/src/main/resources/application-override.yaml new file mode 100644 index 00000000000..fe37ffe9c6c --- /dev/null +++ b/java/serving/src/main/resources/application-override.yaml @@ -0,0 +1,10 @@ +feast: + project: "ltr_lt" + registry: "java/serving/src/main/resources/registry.pb" + activeStore: online + stores: + - name: online + type: REDIS + config: + host: localhost + port: 6379 \ No newline at end of file diff --git a/java/serving/src/main/resources/application.yml b/java/serving/src/main/resources/application.yml index 62ace5018e8..8cba3cb2983 100644 --- a/java/serving/src/main/resources/application.yml +++ b/java/serving/src/main/resources/application.yml @@ -1,6 +1,6 @@ feast: - project: "" - registry: "prompt_dory/data/registry.db" + project: "feast_java_demo" + registry: "java/serving/src/main/resources/registry.pb" registryRefreshInterval: 0 # Indicates the active store. Only a single store in the last can be active at one time. 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zf!Sfcr(xR&$r$N)iW${Dmq?y=y7ixF90t{u!O@IK$2{Y6EY?H-c3#A%Di)wg88Q#EPi@> z>rs1P?(~u6zCx5mn@MW}*Z+F7TfxyA;V8W}P&i88bpPo3Yj`eK@4@k^LdnKw47T1}wUy|%#-US^qhDq4ekv&#Uj^*1S6 z9oMsc$}&fbRv)HJNU1P_^xzYOyhNEyC5SRv*%3$u%G4}DOp}CE=tkEMQ0VsDqR@>W zI(NhjIwL{ye_;c~|9yf)+RzguYPx?c5kYqKT&1}6OiX*o!P!%+fz_ zEC3-^s4i*ARn^sy02kNLb8tv;-ADjplj{dzyeM!9}=e*cOcN+92Y2O~$^jqlPR zyK*;9f~#t9Q7yEjeoI;YHVQDL83l;xH7G zNqxaerbF)9lgTjzf(b~+am+k&&|Qg)m)(#+JQ;{blM+^e%gAnb<-uWSB#EQoYvhEx zG88+NL-O47@m%D6cV){bkihDR?++yz3C1%?v~O7P!f|({$|o%9!@x)`p1G)h$4WA9 z*b@uDA#u1p*@?_~gyT@69g>7|9BQ`0WW?RsmcRVU4G7#P{O$pgiQj_Ny<#PoH@Km2 z&}k5hbA$E`E2$2+i&j1{QT=8Fl=HN%h}$b5<8BMdb1&Pj$bNV6(cNc3(m1`?;vL`0 z*K0+6D|*Aqe!RhUh@OkFo$eJYxxBGA*91q=@ty1DjAt625<64Ut3;v%NvO4ZwDiS=7{Ov zv69RSD*}A%r=e_<{pn*f2&>W@U=8 Date: Wed, 25 Jan 2023 17:35:25 +0530 Subject: [PATCH 02/67] new pb files --- all protos/Aggregation.proto | 15 + all protos/Connector.proto | 34 + all protos/DataFormat.proto | 61 + all protos/DataSource.proto | 271 + all protos/DatastoreTable.proto | 39 + all protos/DynamoDBTable.proto | 31 + all protos/Entity.proto | 60 + all protos/EntityKey.proto | 30 + all protos/Feature.proto | 36 + all protos/FeatureService.proto | 98 + all protos/FeatureTable.proto | 86 + all protos/FeatureView.proto | 94 + all protos/FeatureViewProjection.proto | 25 + all protos/Field.proto | 30 + all protos/HealthService.proto | 24 + all protos/InfraObject.proto | 51 + all protos/OnDemandFeatureView.proto | 89 + all protos/Redis.proto | 33 + all protos/Registry.proto | 61 + all protos/RequestFeatureView.proto | 51 + all protos/SavedDataset.proto | 83 + all protos/ServingService.proto | 133 + all protos/SqliteTable.proto | 31 + all protos/Store.proto | 130 + all protos/StreamFeatureView.proto | 91 + all protos/TransformationService.proto | 67 + all protos/ValidationProfile.proto | 60 + all protos/Value.proto | 109 + java/pom.xml | 9 +- java/serving/pom.xml | 15 + .../controller/HealthServiceController.java | 6 +- .../main/resources/application-override.yaml | 17 +- java/serving/src/main/resources/log4j2.xml | 45 +- java/serving/src/main/resources/registry.pb | Bin 23163 -> 23063 bytes proto/serving/ServingAPIProto.java | 10634 ++++++++++++++++ 35 files changed, 12620 insertions(+), 29 deletions(-) create mode 100644 all protos/Aggregation.proto create mode 100644 all protos/Connector.proto create mode 100644 all protos/DataFormat.proto create mode 100644 all protos/DataSource.proto create mode 100644 all protos/DatastoreTable.proto create mode 100644 all protos/DynamoDBTable.proto create mode 100644 all protos/Entity.proto create mode 100644 all protos/EntityKey.proto create mode 100644 all protos/Feature.proto create mode 100644 all protos/FeatureService.proto create mode 100644 all protos/FeatureTable.proto create mode 100644 all protos/FeatureView.proto create mode 100644 all protos/FeatureViewProjection.proto create mode 100644 all protos/Field.proto create mode 100644 all protos/HealthService.proto create mode 100644 all protos/InfraObject.proto create mode 100644 all protos/OnDemandFeatureView.proto create mode 100644 all protos/Redis.proto create mode 100644 all protos/Registry.proto create mode 100644 all protos/RequestFeatureView.proto create mode 100644 all protos/SavedDataset.proto create mode 100644 all protos/ServingService.proto create mode 100644 all protos/SqliteTable.proto create mode 100644 all protos/Store.proto create mode 100644 all protos/StreamFeatureView.proto create mode 100644 all protos/TransformationService.proto create mode 100644 all protos/ValidationProfile.proto create mode 100644 all protos/Value.proto create mode 100644 proto/serving/ServingAPIProto.java diff --git a/all protos/Aggregation.proto b/all protos/Aggregation.proto new file mode 100644 index 00000000000..d2d6cab7021 --- /dev/null +++ b/all protos/Aggregation.proto @@ -0,0 +1,15 @@ +syntax = "proto3"; +package feast.core; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "AggregationProto"; +option java_package = "feast.proto.core"; + +import "google/protobuf/duration.proto"; + +message Aggregation { + string column = 1; + string function = 2; + google.protobuf.Duration time_window = 3; + google.protobuf.Duration slide_interval = 4; +} \ No newline at end of file diff --git a/all protos/Connector.proto b/all protos/Connector.proto new file mode 100644 index 00000000000..4e4ec51774d --- /dev/null +++ b/all protos/Connector.proto @@ -0,0 +1,34 @@ +syntax = "proto3"; + +package grpc.connector; + +import "google/protobuf/timestamp.proto"; +import "feast/types/Value.proto"; +import "feast/types/EntityKey.proto"; +import "feast/serving/ServingService.proto"; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/serving"; + +message ConnectorFeature { + feast.serving.FeatureReferenceV2 reference = 1; + google.protobuf.Timestamp timestamp = 2; + feast.types.Value value = 3; +} + +message ConnectorFeatureList { + repeated ConnectorFeature featureList = 1; +} + +service OnlineStore { + rpc OnlineRead(OnlineReadRequest) returns (OnlineReadResponse); +} + +message OnlineReadRequest { + repeated feast.types.EntityKey entityKeys = 1; + string view = 2; + repeated string features = 3; +} + +message OnlineReadResponse { + repeated ConnectorFeatureList results = 1; +} \ No newline at end of file diff --git a/all protos/DataFormat.proto b/all protos/DataFormat.proto new file mode 100644 index 00000000000..c453e5e4c83 --- /dev/null +++ b/all protos/DataFormat.proto @@ -0,0 +1,61 @@ +// +// Copyright 2020 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + + +syntax = "proto3"; +package feast.core; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "DataFormatProto"; +option java_package = "feast.proto.core"; + +// Defines the file format encoding the features/entity data in files +message FileFormat { + // Defines options for the Parquet data format + message ParquetFormat {} + + oneof format { + ParquetFormat parquet_format = 1; + } +} + +// Defines the data format encoding features/entity data in data streams +message StreamFormat { + // Defines options for the protobuf data format + message ProtoFormat { + // Classpath to the generated Java Protobuf class that can be used to decode + // Feature data from the obtained stream message + string class_path = 1; + } + + // Defines options for the avro data format + message AvroFormat { + // Optional if used in a File DataSource as schema is embedded in avro file. + // Specifies the schema of the Avro message as JSON string. + string schema_json = 1; + } + + message JsonFormat { + string schema_json = 1; + } + + // Specifies the data format and format specific options + oneof format { + AvroFormat avro_format = 1; + ProtoFormat proto_format = 2; + JsonFormat json_format = 3; + } +} diff --git a/all protos/DataSource.proto b/all protos/DataSource.proto new file mode 100644 index 00000000000..3992d2c247d --- /dev/null +++ b/all protos/DataSource.proto @@ -0,0 +1,271 @@ +// +// Copyright 2020 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + + +syntax = "proto3"; +package feast.core; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "DataSourceProto"; +option java_package = "feast.proto.core"; + +import "google/protobuf/duration.proto"; +import "google/protobuf/timestamp.proto"; +import "feast/core/DataFormat.proto"; +import "feast/types/Value.proto"; +import "feast/core/Feature.proto"; + +// Defines a Data Source that can be used source Feature data +// Next available id: 28 +message DataSource { + // Field indexes should *not* be reused. Not sure if fields 6-10 were used previously or not, + // but they are going to be reserved for backwards compatibility. + reserved 6 to 10; + + // Type of Data Source. + // Next available id: 12 + enum SourceType { + INVALID = 0; + BATCH_FILE = 1; + BATCH_SNOWFLAKE = 8; + BATCH_BIGQUERY = 2; + BATCH_REDSHIFT = 5; + STREAM_KAFKA = 3; + STREAM_KINESIS = 4; + CUSTOM_SOURCE = 6; + REQUEST_SOURCE = 7; + PUSH_SOURCE = 9; + BATCH_TRINO = 10; + BATCH_SPARK = 11; + BATCH_ATHENA = 12; + } + + // Unique name of data source within the project + string name = 20; + + // Name of Feast project that this data source belongs to. + string project = 21; + + string description = 23; + + map tags = 24; + + string owner = 25; + + SourceType type = 1; + + // Defines mapping between fields in the sourced data + // and fields in parent FeatureTable. + map field_mapping = 2; + + // Must specify event timestamp column name + string timestamp_field = 3; + + // (Optional) Specify partition column + // useful for file sources + string date_partition_column = 4; + + // Must specify creation timestamp column name + string created_timestamp_column = 5; + + // This is an internal field that is represents the python class for the data source object a proto object represents. + // This should be set by feast, and not by users. + // The field is used primarily by custom data sources and is mandatory for them to set. Feast may set it for + // first party sources as well. + string data_source_class_type = 17; + + // Optional batch source for streaming sources for historical features and materialization. + DataSource batch_source = 26; + + SourceMeta meta = 50; + + message SourceMeta { + google.protobuf.Timestamp earliestEventTimestamp = 1; + google.protobuf.Timestamp latestEventTimestamp = 2; + } + + // Defines options for DataSource that sources features from a file + message FileOptions { + FileFormat file_format = 1; + + // Target URL of file to retrieve and source features from. + // s3://path/to/file for AWS S3 storage + // gs://path/to/file for GCP GCS storage + // file:///path/to/file for local storage + string uri = 2; + + // override AWS S3 storage endpoint with custom S3 endpoint + string s3_endpoint_override = 3; + } + + // Defines options for DataSource that sources features from a BigQuery Query + message BigQueryOptions { + // Full table reference in the form of [project:dataset.table] + string table = 1; + + // SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective + // entity columns + string query = 2; + } + + // Defines options for DataSource that sources features from a Trino Query + message TrinoOptions { + // Full table reference in the form of [project:dataset.table] + string table = 1; + + // SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective + // entity columns + string query = 2; + } + + // Defines options for DataSource that sources features from Kafka messages. + // Each message should be a Protobuf that can be decoded with the generated + // Java Protobuf class at the given class path + message KafkaOptions { + // Comma separated list of Kafka bootstrap servers. Used for feature tables without a defined source host[:port]] + string kafka_bootstrap_servers = 1; + + // Kafka topic to collect feature data from. + string topic = 2; + + // Defines the stream data format encoding feature/entity data in Kafka messages. + StreamFormat message_format = 3; + + // Watermark delay threshold for stream data + google.protobuf.Duration watermark_delay_threshold = 4; + } + + // Defines options for DataSource that sources features from Kinesis records. + // Each record should be a Protobuf that can be decoded with the generated + // Java Protobuf class at the given class path + message KinesisOptions { + // AWS region of the Kinesis stream + string region = 1; + + // Name of the Kinesis stream to obtain feature data from. + string stream_name = 2; + + // Defines the data format encoding the feature/entity data in Kinesis records. + // Kinesis Data Sources support Avro and Proto as data formats. + StreamFormat record_format = 3; + } + + // Defines options for DataSource that sources features from a Redshift Query + message RedshiftOptions { + // Redshift table name + string table = 1; + + // SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective + // entity columns + string query = 2; + + // Redshift schema name + string schema = 3; + + // Redshift database name + string database = 4; + } + + // Defines options for DataSource that sources features from a Athena Query + message AthenaOptions { + // Athena table name + string table = 1; + + // SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective + // entity columns + string query = 2; + + // Athena database name + string database = 3; + + // Athena schema name + string data_source = 4; + } + + // Defines options for DataSource that sources features from a Snowflake Query + message SnowflakeOptions { + // Snowflake table name + string table = 1; + + // SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective + // entity columns + string query = 2; + + // Snowflake schema name + string schema = 3; + + // Snowflake schema name + string database = 4; + + // Snowflake warehouse name + string warehouse = 5; + } + + // Defines options for DataSource that sources features from a spark table/query + message SparkOptions { + // Table name + string table = 1; + + // Spark SQl query that returns the table, this is an alternative to `table` + string query = 2; + + // Path from which spark can read the table, this is an alternative to `table` + string path = 3; + + // Format of files at `path` (e.g. parquet, avro, etc) + string file_format = 4; + } + + // Defines configuration for custom third-party data sources. + message CustomSourceOptions { + // Serialized configuration information for the data source. The implementer of the custom data source is + // responsible for serializing and deserializing data from bytes + bytes configuration = 1; + } + + // Defines options for DataSource that sources features from request data + message RequestDataOptions { + reserved 1; + // Mapping of feature name to type + map deprecated_schema = 2; + + repeated FeatureSpecV2 schema = 3; + + } + + // Defines options for DataSource that supports pushing data to it. This allows data to be pushed to + // the online store on-demand, such as by stream consumers. + message PushOptions { + reserved 1; + } + + + // DataSource options. + oneof options { + FileOptions file_options = 11; + BigQueryOptions bigquery_options = 12; + KafkaOptions kafka_options = 13; + KinesisOptions kinesis_options = 14; + RedshiftOptions redshift_options = 15; + RequestDataOptions request_data_options = 18; + CustomSourceOptions custom_options = 16; + SnowflakeOptions snowflake_options = 19; + PushOptions push_options = 22; + SparkOptions spark_options = 27; + TrinoOptions trino_options = 30; + AthenaOptions athena_options = 35; + } +} diff --git a/all protos/DatastoreTable.proto b/all protos/DatastoreTable.proto new file mode 100644 index 00000000000..4246a6ae6e7 --- /dev/null +++ b/all protos/DatastoreTable.proto @@ -0,0 +1,39 @@ +// +// * Copyright 2021 The Feast Authors +// * +// * Licensed under the Apache License, Version 2.0 (the "License"); +// * you may not use this file except in compliance with the License. +// * You may obtain a copy of the License at +// * +// * https://www.apache.org/licenses/LICENSE-2.0 +// * +// * Unless required by applicable law or agreed to in writing, software +// * distributed under the License is distributed on an "AS IS" BASIS, +// * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// * See the License for the specific language governing permissions and +// * limitations under the License. +// + +syntax = "proto3"; + +package feast.core; +option java_package = "feast.proto.core"; +option java_outer_classname = "DatastoreTableProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; + +import "google/protobuf/wrappers.proto"; + +// Represents a Datastore table +message DatastoreTable { + // Feast project of the table + string project = 1; + + // Name of the table + string name = 2; + + // GCP project id + google.protobuf.StringValue project_id = 3; + + // Datastore namespace + google.protobuf.StringValue namespace = 4; +} \ No newline at end of file diff --git a/all protos/DynamoDBTable.proto b/all protos/DynamoDBTable.proto new file mode 100644 index 00000000000..4e5c8714e84 --- /dev/null +++ b/all protos/DynamoDBTable.proto @@ -0,0 +1,31 @@ +// +// * Copyright 2021 The Feast Authors +// * +// * Licensed under the Apache License, Version 2.0 (the "License"); +// * you may not use this file except in compliance with the License. +// * You may obtain a copy of the License at +// * +// * https://www.apache.org/licenses/LICENSE-2.0 +// * +// * Unless required by applicable law or agreed to in writing, software +// * distributed under the License is distributed on an "AS IS" BASIS, +// * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// * See the License for the specific language governing permissions and +// * limitations under the License. +// + +syntax = "proto3"; + +package feast.core; +option java_package = "feast.proto.core"; +option java_outer_classname = "DynamoDBTableProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; + +// Represents a DynamoDB table +message DynamoDBTable { + // Name of the table + string name = 1; + + // Region of the table + string region = 2; +} \ No newline at end of file diff --git a/all protos/Entity.proto b/all protos/Entity.proto new file mode 100644 index 00000000000..d8d8bedc5eb --- /dev/null +++ b/all protos/Entity.proto @@ -0,0 +1,60 @@ +// +// * Copyright 2020 The Feast Authors +// * +// * Licensed under the Apache License, Version 2.0 (the "License"); +// * you may not use this file except in compliance with the License. +// * You may obtain a copy of the License at +// * +// * https://www.apache.org/licenses/LICENSE-2.0 +// * +// * Unless required by applicable law or agreed to in writing, software +// * distributed under the License is distributed on an "AS IS" BASIS, +// * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// * See the License for the specific language governing permissions and +// * limitations under the License. +// + +syntax = "proto3"; + +package feast.core; +option java_package = "feast.proto.core"; +option java_outer_classname = "EntityProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; + +import "feast/types/Value.proto"; +import "google/protobuf/timestamp.proto"; + +message Entity { + // User-specified specifications of this entity. + EntitySpecV2 spec = 1; + // System-populated metadata for this entity. + EntityMeta meta = 2; +} + +message EntitySpecV2 { + // Name of the entity. + string name = 1; + + // Name of Feast project that this feature table belongs to. + string project = 9; + + // Type of the entity. + feast.types.ValueType.Enum value_type = 2; + + // Description of the entity. + string description = 3; + + // Join key for the entity (i.e. name of the column the entity maps to). + string join_key = 4; + + // User defined metadata + map tags = 8; + + // Owner of the entity. + string owner = 10; +} + +message EntityMeta { + google.protobuf.Timestamp created_timestamp = 1; + google.protobuf.Timestamp last_updated_timestamp = 2; +} diff --git a/all protos/EntityKey.proto b/all protos/EntityKey.proto new file mode 100644 index 00000000000..d7eebf25d03 --- /dev/null +++ b/all protos/EntityKey.proto @@ -0,0 +1,30 @@ +/* + * Copyright 2018 The Feast Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +syntax = "proto3"; + +import "feast/types/Value.proto"; + +package feast.types; + +option java_package = "feast.proto.types"; +option java_outer_classname = "EntityKeyProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/types"; + +message EntityKey { + repeated string join_keys = 1; + repeated feast.types.Value entity_values = 2; +} diff --git a/all protos/Feature.proto b/all protos/Feature.proto new file mode 100644 index 00000000000..f6826bef810 --- /dev/null +++ b/all protos/Feature.proto @@ -0,0 +1,36 @@ +// +// Copyright 2020 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + +syntax = "proto3"; +package feast.core; + + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "FeatureProto"; +option java_package = "feast.proto.core"; + +import "feast/types/Value.proto"; + +message FeatureSpecV2 { + // Name of the feature. Not updatable. + string name = 1; + + // Value type of the feature. Not updatable. + feast.types.ValueType.Enum value_type = 2; + + // Tags for user defined metadata on a feature + map tags = 3; +} diff --git a/all protos/FeatureService.proto b/all protos/FeatureService.proto new file mode 100644 index 00000000000..80d32eb4dec --- /dev/null +++ b/all protos/FeatureService.proto @@ -0,0 +1,98 @@ +syntax = "proto3"; +package feast.core; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "FeatureServiceProto"; +option java_package = "feast.proto.core"; + +import "google/protobuf/timestamp.proto"; +import "feast/core/FeatureViewProjection.proto"; + +message FeatureService { + // User-specified specifications of this feature service. + FeatureServiceSpec spec = 1; + + // System-populated metadata for this feature service. + FeatureServiceMeta meta = 2; +} + +message FeatureServiceSpec { + // Name of the Feature Service. Must be unique. Not updated. + string name = 1; + + // Name of Feast project that this Feature Service belongs to. + string project = 2; + + // Represents a projection that's to be applied on top of the FeatureView. + // Contains data such as the features to use from a FeatureView. + repeated FeatureViewProjection features = 3; + + // User defined metadata + map tags = 4; + + // Description of the feature service. + string description = 5; + + // Owner of the feature service. + string owner = 6; + + // (optional) if provided logging will be enabled for this feature service. + LoggingConfig logging_config = 7; +} + + +message FeatureServiceMeta { + // Time where this Feature Service is created + google.protobuf.Timestamp created_timestamp = 1; + + // Time where this Feature Service is last updated + google.protobuf.Timestamp last_updated_timestamp = 2; + +} + + +message LoggingConfig { + float sample_rate = 1; + + oneof destination { + FileDestination file_destination = 3; + BigQueryDestination bigquery_destination = 4; + RedshiftDestination redshift_destination = 5; + SnowflakeDestination snowflake_destination = 6; + CustomDestination custom_destination = 7; + AthenaDestination athena_destination = 8; + } + + message FileDestination { + string path = 1; + string s3_endpoint_override = 2; + + // column names to use for partitioning + repeated string partition_by = 3; + } + + message BigQueryDestination { + // Full table reference in the form of [project:dataset.table] + string table_ref = 1; + } + + message RedshiftDestination { + // Destination table name. ClusterId and database will be taken from an offline store config + string table_name = 1; + } + + message AthenaDestination { + // Destination table name. data_source and database will be taken from an offline store config + string table_name = 1; + } + + message SnowflakeDestination { + // Destination table name. Schema and database will be taken from an offline store config + string table_name = 1; + } + + message CustomDestination { + string kind = 1; + map config = 2; + } +} diff --git a/all protos/FeatureTable.proto b/all protos/FeatureTable.proto new file mode 100644 index 00000000000..4054db58aed --- /dev/null +++ b/all protos/FeatureTable.proto @@ -0,0 +1,86 @@ +// +// Copyright 2020 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + + +syntax = "proto3"; +package feast.core; + + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "FeatureTableProto"; +option java_package = "feast.proto.core"; + +import "google/protobuf/duration.proto"; +import "google/protobuf/timestamp.proto"; +import "feast/core/DataSource.proto"; +import "feast/core/Feature.proto"; + +message FeatureTable { + // User-specified specifications of this feature table. + FeatureTableSpec spec = 1; + + // System-populated metadata for this feature table. + FeatureTableMeta meta = 2; +} + +message FeatureTableSpec { + // Name of the feature table. Must be unique. Not updated. + string name = 1; + + // Name of Feast project that this feature table belongs to. + string project = 9; + + // List names of entities to associate with the Features defined in this + // Feature Table. Not updatable. + repeated string entities = 3; + + // List of features specifications for each feature defined with this feature table. + repeated FeatureSpecV2 features = 4; + + // User defined metadata + map labels = 5; + + // Features in this feature table can only be retrieved from online serving + // younger than max age. Age is measured as the duration of time between + // the feature's event timestamp and when the feature is retrieved + // Feature values outside max age will be returned as unset values and indicated to end user + google.protobuf.Duration max_age = 6; + + // Batch/Offline DataSource to source batch/offline feature data. + // Only batch DataSource can be specified + // (ie source type should start with 'BATCH_') + DataSource batch_source = 7; + + // Stream/Online DataSource to source stream/online feature data. + // Only stream DataSource can be specified + // (ie source type should start with 'STREAM_') + DataSource stream_source = 8; +} + +message FeatureTableMeta { + // Time where this Feature Table is created + google.protobuf.Timestamp created_timestamp = 1; + + // Time where this Feature Table is last updated + google.protobuf.Timestamp last_updated_timestamp = 2; + + // Auto incrementing revision no. of this Feature Table + int64 revision = 3; + + // Hash entities, features, batch_source and stream_source to inform JobService if + // jobs should be restarted should hash change + string hash = 4; +} diff --git a/all protos/FeatureView.proto b/all protos/FeatureView.proto new file mode 100644 index 00000000000..c9e38bf3448 --- /dev/null +++ b/all protos/FeatureView.proto @@ -0,0 +1,94 @@ +// +// Copyright 2020 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + + +syntax = "proto3"; +package feast.core; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "FeatureViewProto"; +option java_package = "feast.proto.core"; + +import "google/protobuf/duration.proto"; +import "google/protobuf/timestamp.proto"; +import "feast/core/DataSource.proto"; +import "feast/core/Feature.proto"; + +message FeatureView { + // User-specified specifications of this feature view. + FeatureViewSpec spec = 1; + + // System-populated metadata for this feature view. + FeatureViewMeta meta = 2; +} + +// Next available id: 13 +// TODO(adchia): refactor common fields from this and ODFV into separate metadata proto +message FeatureViewSpec { + // Name of the feature view. Must be unique. Not updated. + string name = 1; + + // Name of Feast project that this feature view belongs to. + string project = 2; + + // List of names of entities associated with this feature view. + repeated string entities = 3; + + // List of specifications for each feature defined as part of this feature view. + repeated FeatureSpecV2 features = 4; + + // List of specifications for each entity defined as part of this feature view. + repeated FeatureSpecV2 entity_columns = 12; + + // Description of the feature view. + string description = 10; + + // User defined metadata + map tags = 5; + + // Owner of the feature view. + string owner = 11; + + // Features in this feature view can only be retrieved from online serving + // younger than ttl. Ttl is measured as the duration of time between + // the feature's event timestamp and when the feature is retrieved + // Feature values outside ttl will be returned as unset values and indicated to end user + google.protobuf.Duration ttl = 6; + + // Batch/Offline DataSource where this view can retrieve offline feature data. + DataSource batch_source = 7; + // Streaming DataSource from where this view can consume "online" feature data. + DataSource stream_source = 9; + + // Whether these features should be served online or not + bool online = 8; +} + +message FeatureViewMeta { + // Time where this Feature View is created + google.protobuf.Timestamp created_timestamp = 1; + + // Time where this Feature View is last updated + google.protobuf.Timestamp last_updated_timestamp = 2; + + // List of pairs (start_time, end_time) for which this feature view has been materialized. + repeated MaterializationInterval materialization_intervals = 3; +} + +message MaterializationInterval { + google.protobuf.Timestamp start_time = 1; + google.protobuf.Timestamp end_time = 2; +} diff --git a/all protos/FeatureViewProjection.proto b/all protos/FeatureViewProjection.proto new file mode 100644 index 00000000000..36d17632e7d --- /dev/null +++ b/all protos/FeatureViewProjection.proto @@ -0,0 +1,25 @@ +syntax = "proto3"; +package feast.core; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "FeatureReferenceProto"; +option java_package = "feast.proto.core"; + +import "feast/core/Feature.proto"; + + +// A projection to be applied on top of a FeatureView. +// Contains the modifications to a FeatureView such as the features subset to use. +message FeatureViewProjection { + // The feature view name + string feature_view_name = 1; + + // Alias for feature view name + string feature_view_name_alias = 3; + + // The features of the feature view that are a part of the feature reference. + repeated FeatureSpecV2 feature_columns = 2; + + // Map for entity join_key overrides of feature data entity join_key to entity data join_key + map join_key_map = 4; +} diff --git a/all protos/Field.proto b/all protos/Field.proto new file mode 100644 index 00000000000..8349263cc60 --- /dev/null +++ b/all protos/Field.proto @@ -0,0 +1,30 @@ +/* + * Copyright 2018 The Feast Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +syntax = "proto3"; + +import "feast/types/Value.proto"; + +package feast.types; + +option java_package = "feast.proto.types"; +option java_outer_classname = "FieldProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/types"; + +message Field { + string name = 1; + feast.types.ValueType.Enum value = 2; +} diff --git a/all protos/HealthService.proto b/all protos/HealthService.proto new file mode 100644 index 00000000000..342db35d4c3 --- /dev/null +++ b/all protos/HealthService.proto @@ -0,0 +1,24 @@ +syntax = "proto3"; + +package grpc.health.v1; + +option java_package = "io.grpc.health.v1"; +option java_outer_classname = "HealthProto"; + +message HealthCheckRequest { + string service = 1; +} + +enum ServingStatus { + UNKNOWN = 0; + SERVING = 1; + NOT_SERVING = 2; +} + +message HealthCheckResponse { + ServingStatus status = 1; +} + +service Health { + rpc Check(HealthCheckRequest) returns (HealthCheckResponse); +} \ No newline at end of file diff --git a/all protos/InfraObject.proto b/all protos/InfraObject.proto new file mode 100644 index 00000000000..35204015173 --- /dev/null +++ b/all protos/InfraObject.proto @@ -0,0 +1,51 @@ +// +// * Copyright 2021 The Feast Authors +// * +// * Licensed under the Apache License, Version 2.0 (the "License"); +// * you may not use this file except in compliance with the License. +// * You may obtain a copy of the License at +// * +// * https://www.apache.org/licenses/LICENSE-2.0 +// * +// * Unless required by applicable law or agreed to in writing, software +// * distributed under the License is distributed on an "AS IS" BASIS, +// * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// * See the License for the specific language governing permissions and +// * limitations under the License. +// + +syntax = "proto3"; + +package feast.core; +option java_package = "feast.proto.core"; +option java_outer_classname = "InfraObjectProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; + +import "feast/core/DatastoreTable.proto"; +import "feast/core/DynamoDBTable.proto"; +import "feast/core/SqliteTable.proto"; + +// Represents a set of infrastructure objects managed by Feast +message Infra { + // List of infrastructure objects managed by Feast + repeated InfraObject infra_objects = 1; +} + +// Represents a single infrastructure object managed by Feast +message InfraObject { + // Represents the Python class for the infrastructure object + string infra_object_class_type = 1; + + // The infrastructure object + oneof infra_object { + DynamoDBTable dynamodb_table = 2; + DatastoreTable datastore_table = 3; + SqliteTable sqlite_table = 4; + CustomInfra custom_infra = 100; + } + + // Allows for custom infra objects to be added + message CustomInfra { + bytes field = 1; + } +} \ No newline at end of file diff --git a/all protos/OnDemandFeatureView.proto b/all protos/OnDemandFeatureView.proto new file mode 100644 index 00000000000..50bf8b6f557 --- /dev/null +++ b/all protos/OnDemandFeatureView.proto @@ -0,0 +1,89 @@ +// +// Copyright 2020 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + + +syntax = "proto3"; +package feast.core; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "OnDemandFeatureViewProto"; +option java_package = "feast.proto.core"; + +import "google/protobuf/timestamp.proto"; +import "feast/core/FeatureView.proto"; +import "feast/core/FeatureViewProjection.proto"; +import "feast/core/Feature.proto"; +import "feast/core/DataSource.proto"; + +message OnDemandFeatureView { + // User-specified specifications of this feature view. + OnDemandFeatureViewSpec spec = 1; + OnDemandFeatureViewMeta meta = 2; +} + +// Next available id: 9 +message OnDemandFeatureViewSpec { + // Name of the feature view. Must be unique. Not updated. + string name = 1; + + // Name of Feast project that this feature view belongs to. + string project = 2; + + // List of features specifications for each feature defined with this feature view. + repeated FeatureSpecV2 features = 3; + + // Map of sources for this feature view. + map sources = 4; + + UserDefinedFunction user_defined_function = 5; + + // Description of the on demand feature view. + string description = 6; + + // User defined metadata. + map tags = 7; + + // Owner of the on demand feature view. + string owner = 8; +} + +message OnDemandFeatureViewMeta { + // Time where this Feature View is created + google.protobuf.Timestamp created_timestamp = 1; + + // Time where this Feature View is last updated + google.protobuf.Timestamp last_updated_timestamp = 2; +} + +message OnDemandSource { + oneof source { + FeatureView feature_view = 1; + FeatureViewProjection feature_view_projection = 3; + DataSource request_data_source = 2; + } +} + +// Serialized representation of python function. +message UserDefinedFunction { + // The function name + string name = 1; + + // The python-syntax function body (serialized by dill) + bytes body = 2; + + // The string representation of the udf + string body_text = 3; +} diff --git a/all protos/Redis.proto b/all protos/Redis.proto new file mode 100644 index 00000000000..c89e0b6b2fa --- /dev/null +++ b/all protos/Redis.proto @@ -0,0 +1,33 @@ +/* + * Copyright 2019 The Feast Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +syntax = "proto3"; + +import "feast/types/Value.proto"; + +package feast.storage; + +option java_outer_classname = "RedisProto"; +option java_package = "feast.proto.storage"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/storage"; + +message RedisKeyV2 { + string project = 1; + + repeated string entity_names = 2; + + repeated feast.types.Value entity_values = 3; +} diff --git a/all protos/Registry.proto b/all protos/Registry.proto new file mode 100644 index 00000000000..7d80d8c837f --- /dev/null +++ b/all protos/Registry.proto @@ -0,0 +1,61 @@ +// +// * Copyright 2020 The Feast Authors +// * +// * Licensed under the Apache License, Version 2.0 (the "License"); +// * you may not use this file except in compliance with the License. +// * You may obtain a copy of the License at +// * +// * https://www.apache.org/licenses/LICENSE-2.0 +// * +// * Unless required by applicable law or agreed to in writing, software +// * distributed under the License is distributed on an "AS IS" BASIS, +// * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// * See the License for the specific language governing permissions and +// * limitations under the License. +// + +syntax = "proto3"; + +package feast.core; +option java_package = "feast.proto.core"; +option java_outer_classname = "RegistryProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; + +import "feast/core/Entity.proto"; +import "feast/core/FeatureService.proto"; +import "feast/core/FeatureTable.proto"; +import "feast/core/FeatureView.proto"; +import "feast/core/InfraObject.proto"; +import "feast/core/OnDemandFeatureView.proto"; +import "feast/core/RequestFeatureView.proto"; +import "feast/core/StreamFeatureView.proto"; +import "feast/core/DataSource.proto"; +import "feast/core/SavedDataset.proto"; +import "feast/core/ValidationProfile.proto"; +import "google/protobuf/timestamp.proto"; + +// Next id: 16 +message Registry { + repeated Entity entities = 1; + repeated FeatureTable feature_tables = 2; + repeated FeatureView feature_views = 6; + repeated DataSource data_sources = 12; + repeated OnDemandFeatureView on_demand_feature_views = 8; + repeated RequestFeatureView request_feature_views = 9; + repeated StreamFeatureView stream_feature_views = 14; + repeated FeatureService feature_services = 7; + repeated SavedDataset saved_datasets = 11; + repeated ValidationReference validation_references = 13; + Infra infra = 10; + // Tracking metadata of Feast by project + repeated ProjectMetadata project_metadata = 15; + + string registry_schema_version = 3; // to support migrations; incremented when schema is changed + string version_id = 4; // version id, random string generated on each update of the data; now used only for debugging purposes + google.protobuf.Timestamp last_updated = 5; +} + +message ProjectMetadata { + string project = 1; + string project_uuid = 2; +} diff --git a/all protos/RequestFeatureView.proto b/all protos/RequestFeatureView.proto new file mode 100644 index 00000000000..4049053c2be --- /dev/null +++ b/all protos/RequestFeatureView.proto @@ -0,0 +1,51 @@ +// +// Copyright 2021 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + + +syntax = "proto3"; +package feast.core; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "RequestFeatureViewProto"; +option java_package = "feast.proto.core"; + +import "feast/core/DataSource.proto"; + +message RequestFeatureView { + // User-specified specifications of this feature view. + RequestFeatureViewSpec spec = 1; +} + +// Next available id: 7 +message RequestFeatureViewSpec { + // Name of the feature view. Must be unique. Not updated. + string name = 1; + + // Name of Feast project that this feature view belongs to. + string project = 2; + + // Request data which contains the underlying data schema and list of associated features + DataSource request_data_source = 3; + + // Description of the request feature view. + string description = 4; + + // User defined metadata. + map tags = 5; + + // Owner of the request feature view. + string owner = 6; +} diff --git a/all protos/SavedDataset.proto b/all protos/SavedDataset.proto new file mode 100644 index 00000000000..111548aa480 --- /dev/null +++ b/all protos/SavedDataset.proto @@ -0,0 +1,83 @@ +// +// Copyright 2021 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + + +syntax = "proto3"; + +package feast.core; +option java_package = "feast.proto.core"; +option java_outer_classname = "SavedDatasetProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; + +import "google/protobuf/timestamp.proto"; +import "feast/core/DataSource.proto"; + +message SavedDatasetSpec { + // Name of the dataset. Must be unique since it's possible to overwrite dataset by name + string name = 1; + + // Name of Feast project that this Dataset belongs to. + string project = 2; + + // list of feature references with format ":" + repeated string features = 3; + + // entity columns + request columns from all feature views used during retrieval + repeated string join_keys = 4; + + // Whether full feature names are used in stored data + bool full_feature_names = 5; + + SavedDatasetStorage storage = 6; + + // Optional and only populated if generated from a feature service fetch + string feature_service_name = 8; + + // User defined metadata + map tags = 7; +} + +message SavedDatasetStorage { + oneof kind { + DataSource.FileOptions file_storage = 4; + DataSource.BigQueryOptions bigquery_storage = 5; + DataSource.RedshiftOptions redshift_storage = 6; + DataSource.SnowflakeOptions snowflake_storage = 7; + DataSource.TrinoOptions trino_storage = 8; + DataSource.SparkOptions spark_storage = 9; + DataSource.CustomSourceOptions custom_storage = 10; + DataSource.AthenaOptions athena_storage = 11; + } +} + +message SavedDatasetMeta { + // Time when this saved dataset is created + google.protobuf.Timestamp created_timestamp = 1; + + // Time when this saved dataset is last updated + google.protobuf.Timestamp last_updated_timestamp = 2; + + // Min timestamp in the dataset (needed for retrieval) + google.protobuf.Timestamp min_event_timestamp = 3; + + // Max timestamp in the dataset (needed for retrieval) + google.protobuf.Timestamp max_event_timestamp = 4; +} + +message SavedDataset { + SavedDatasetSpec spec = 1; + SavedDatasetMeta meta = 2; +} diff --git a/all protos/ServingService.proto b/all protos/ServingService.proto new file mode 100644 index 00000000000..a940b725025 --- /dev/null +++ b/all protos/ServingService.proto @@ -0,0 +1,133 @@ +/* + * Copyright 2018 The Feast Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +syntax = "proto3"; + +package feast.serving; + +import "google/protobuf/timestamp.proto"; +import "feast/types/Value.proto"; + +option java_package = "feast.proto.serving"; +option java_outer_classname = "ServingAPIProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/serving"; + +service ServingService { + // Get information about this Feast serving. + rpc GetFeastServingInfo (GetFeastServingInfoRequest) returns (GetFeastServingInfoResponse); + // Get online features synchronously. + rpc GetOnlineFeatures (GetOnlineFeaturesRequest) returns (GetOnlineFeaturesResponse); +} + +message GetFeastServingInfoRequest {} + +message GetFeastServingInfoResponse { + // Feast version of this serving deployment. + string version = 1; +} + +message FeatureReferenceV2 { + // Name of the Feature View to retrieve the feature from. + string feature_view_name = 1; + + // Name of the Feature to retrieve the feature from. + string feature_name = 2; +} + +// ToDo (oleksii): remove this message (since it's not used) and move EntityRow on package level +message GetOnlineFeaturesRequestV2 { + // List of features that are being retrieved + repeated FeatureReferenceV2 features = 4; + + // List of entity rows, containing entity id and timestamp data. + // Used during retrieval of feature rows and for joining feature + // rows into a final dataset + repeated EntityRow entity_rows = 2; + + // Optional field to specify project name override. If specified, uses the + // given project for retrieval. Overrides the projects specified in + // Feature References if both are specified. + string project = 5; + + message EntityRow { + // Request timestamp of this row. This value will be used, + // together with maxAge, to determine feature staleness. + google.protobuf.Timestamp timestamp = 1; + + // Map containing mapping of entity name to entity value. + map fields = 2; + } +} + +// In JSON "val" field can be omitted +message FeatureList { + repeated string val = 1; +} + +message GetOnlineFeaturesRequest { + oneof kind { + string feature_service = 1; + FeatureList features = 2; + } + // The entity data is specified in a columnar format + // A map of entity name -> list of values + map entities = 3; + bool full_feature_names = 4; + + // Context for OnDemand Feature Transformation + // (was moved to dedicated parameter to avoid unnecessary separation logic on serving side) + // A map of variable name -> list of values + map request_context = 5; +} + +message GetOnlineFeaturesResponse { + GetOnlineFeaturesResponseMetadata metadata = 1; + + // Length of "results" array should match length of requested features. + // We also preserve the same order of features here as in metadata.feature_names + repeated FeatureVector results = 2; + + message FeatureVector { + repeated feast.types.Value values = 1; + repeated FieldStatus statuses = 2; + repeated google.protobuf.Timestamp event_timestamps = 3; + } +} + +message GetOnlineFeaturesResponseMetadata { + FeatureList feature_names = 1; +} + +enum FieldStatus { + // Status is unset for this field. + INVALID = 0; + + // Field value is present for this field and age is within max age. + PRESENT = 1; + + // Values could be found for entity key and age is within max age, but + // this field value is assigned a value on ingestion into feast. + NULL_VALUE = 2; + + // Entity key did not return any values as they do not exist in Feast. + // This could suggest that the feature values have not yet been ingested + // into feast or the ingestion failed. + NOT_FOUND = 3; + + // Values could be found for entity key, but field values are outside the maximum + // allowable range. + OUTSIDE_MAX_AGE = 4; +} diff --git a/all protos/SqliteTable.proto b/all protos/SqliteTable.proto new file mode 100644 index 00000000000..8665be840ae --- /dev/null +++ b/all protos/SqliteTable.proto @@ -0,0 +1,31 @@ +// +// * Copyright 2021 The Feast Authors +// * +// * Licensed under the Apache License, Version 2.0 (the "License"); +// * you may not use this file except in compliance with the License. +// * You may obtain a copy of the License at +// * +// * https://www.apache.org/licenses/LICENSE-2.0 +// * +// * Unless required by applicable law or agreed to in writing, software +// * distributed under the License is distributed on an "AS IS" BASIS, +// * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// * See the License for the specific language governing permissions and +// * limitations under the License. +// + +syntax = "proto3"; + +package feast.core; +option java_package = "feast.proto.core"; +option java_outer_classname = "SqliteTableProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; + +// Represents a Sqlite table +message SqliteTable { + // Absolute path of the table + string path = 1; + + // Name of the table + string name = 2; +} \ No newline at end of file diff --git a/all protos/Store.proto b/all protos/Store.proto new file mode 100644 index 00000000000..c92a526354d --- /dev/null +++ b/all protos/Store.proto @@ -0,0 +1,130 @@ +// +// * Copyright 2019 The Feast Authors +// * +// * Licensed under the Apache License, Version 2.0 (the "License"); +// * you may not use this file except in compliance with the License. +// * You may obtain a copy of the License at +// * +// * https://www.apache.org/licenses/LICENSE-2.0 +// * +// * Unless required by applicable law or agreed to in writing, software +// * distributed under the License is distributed on an "AS IS" BASIS, +// * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// * See the License for the specific language governing permissions and +// * limitations under the License. +// + +syntax = "proto3"; +package feast.core; + +option java_package = "feast.proto.core"; +option java_outer_classname = "StoreProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; + +// Store provides a location where Feast reads and writes feature values. +// Feature values will be written to the Store in the form of FeatureRow elements. +// The way FeatureRow is encoded and decoded when it is written to and read from +// the Store depends on the type of the Store. +// +message Store { + + enum StoreType { + // These positions should not be reused. + reserved 2, 3, 12, 13; + + INVALID = 0; + + // Redis stores a FeatureRow element as a key, value pair. + // + // The Redis data types used (https://redis.io/topics/data-types): + // - key: STRING + // - value: STRING + // + // Encodings: + // - key: byte array of RedisKey (refer to feast.storage.RedisKeyV2) + // - value: Redis hashmap + // + REDIS = 1; + + REDIS_CLUSTER = 4; + } + + message RedisConfig { + string host = 1; + int32 port = 2; + // Optional. The number of milliseconds to wait before retrying failed Redis connection. + // By default, Feast uses exponential backoff policy and "initial_backoff_ms" sets the initial wait duration. + int32 initial_backoff_ms = 3; + // Optional. Maximum total number of retries for connecting to Redis. Default to zero retries. + int32 max_retries = 4; + // Optional. How often flush data to redis + int32 flush_frequency_seconds = 5; + // Optional. Connect over SSL. + bool ssl = 6; + } + + message RedisClusterConfig { + // List of Redis Uri for all the nodes in Redis Cluster, comma separated. Eg. host1:6379, host2:6379 + string connection_string = 1; + int32 initial_backoff_ms = 2; + int32 max_retries = 3; + // Optional. How often flush data to redis + int32 flush_frequency_seconds = 4; + // Optional. Append a prefix to the Redis Key + string key_prefix = 5; + // Optional. Enable fallback to another key prefix if the original key is not present. + // Useful for migrating key prefix without re-ingestion. Disabled by default. + bool enable_fallback = 6; + // Optional. This would be the fallback prefix to use if enable_fallback is true. + string fallback_prefix = 7; + + // Optional. Priority of nodes when reading from cluster + enum ReadFrom { + MASTER = 0; + MASTER_PREFERRED = 1; + REPLICA = 2; + REPLICA_PREFERRED = 3; + } + ReadFrom read_from = 8; + } + + message Subscription { + // Name of project that the feature sets belongs to. This can be one of + // - [project_name] + // - * + // If an asterisk is provided, filtering on projects will be disabled. All projects will + // be matched. It is NOT possible to provide an asterisk with a string in order to do + // pattern matching. + string project = 3; + + // Name of the desired feature set. Asterisks can be used as wildcards in the name. + // Matching on names is only permitted if a specific project is defined. It is disallowed + // If the project name is set to "*" + // e.g. + // - * can be used to match all feature sets + // - my-feature-set* can be used to match all features prefixed by "my-feature-set" + // - my-feature-set-6 can be used to select a single feature set + string name = 1; + + // All matches with exclude enabled will be filtered out instead of added + bool exclude = 4; + + // Feature set version was removed in v0.5.0. + reserved 2; + } + + // Name of the store. + string name = 1; + + // Type of store. + StoreType type = 2; + + // Feature sets to subscribe to. + repeated Subscription subscriptions = 4; + + // Configuration to connect to the store. Required. + oneof config { + RedisConfig redis_config = 11; + RedisClusterConfig redis_cluster_config = 14; + } +} diff --git a/all protos/StreamFeatureView.proto b/all protos/StreamFeatureView.proto new file mode 100644 index 00000000000..3181bdf3602 --- /dev/null +++ b/all protos/StreamFeatureView.proto @@ -0,0 +1,91 @@ +// +// Copyright 2020 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + + +syntax = "proto3"; +package feast.core; + +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; +option java_outer_classname = "StreamFeatureViewProto"; +option java_package = "feast.proto.core"; + + +import "google/protobuf/duration.proto"; +import "feast/core/OnDemandFeatureView.proto"; +import "feast/core/FeatureView.proto"; +import "feast/core/Feature.proto"; +import "feast/core/DataSource.proto"; +import "feast/core/Aggregation.proto"; + +message StreamFeatureView { + // User-specified specifications of this feature view. + StreamFeatureViewSpec spec = 1; + FeatureViewMeta meta = 2; +} + +// Next available id: 17 +message StreamFeatureViewSpec { + // Name of the feature view. Must be unique. Not updated. + string name = 1; + + // Name of Feast project that this feature view belongs to. + string project = 2; + + // List of names of entities associated with this feature view. + repeated string entities = 3; + + // List of specifications for each feature defined as part of this feature view. + repeated FeatureSpecV2 features = 4; + + // List of specifications for each entity defined as part of this feature view. + repeated FeatureSpecV2 entity_columns = 5; + + // Description of the feature view. + string description = 6; + + // User defined metadata + map tags = 7; + + // Owner of the feature view. + string owner = 8; + + // Features in this feature view can only be retrieved from online serving + // younger than ttl. Ttl is measured as the duration of time between + // the feature's event timestamp and when the feature is retrieved + // Feature values outside ttl will be returned as unset values and indicated to end user + google.protobuf.Duration ttl = 9; + + // Batch/Offline DataSource where this view can retrieve offline feature data. + DataSource batch_source = 10; + // Streaming DataSource from where this view can consume "online" feature data. + DataSource stream_source = 11; + + // Whether these features should be served online or not + bool online = 12; + + // Serialized function that is encoded in the streamfeatureview + UserDefinedFunction user_defined_function = 13; + + // Mode of execution + string mode = 14; + + // Aggregation definitions + repeated Aggregation aggregations = 15; + + // Timestamp field for aggregation + string timestamp_field = 16; +} + diff --git a/all protos/TransformationService.proto b/all protos/TransformationService.proto new file mode 100644 index 00000000000..bd1a7917f3c --- /dev/null +++ b/all protos/TransformationService.proto @@ -0,0 +1,67 @@ +/* + * Copyright 2021 The Feast Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +syntax = "proto3"; + +package feast.serving; + +option java_package = "feast.proto.serving"; +option java_outer_classname = "TransformationServiceAPIProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/serving"; + +service TransformationService { + rpc GetTransformationServiceInfo (GetTransformationServiceInfoRequest) returns (GetTransformationServiceInfoResponse); + + rpc TransformFeatures (TransformFeaturesRequest) returns (TransformFeaturesResponse); +} + +message ValueType { + oneof value { + // Having a oneOf provides forward compatibility if we need to support compound types + // that are not supported by arrow natively. + bytes arrow_value = 1; + } +} + +message GetTransformationServiceInfoRequest {} + +message GetTransformationServiceInfoResponse { + // Feast version of this transformation service deployment. + string version = 1; + + // Type of transformation service deployment. This is either Python, or custom + TransformationServiceType type = 2; + + string transformation_service_type_details = 3; +} + +message TransformFeaturesRequest { + string on_demand_feature_view_name = 1; + string project = 2; + + ValueType transformation_input = 3; +} + +message TransformFeaturesResponse { + ValueType transformation_output = 3; +} + +enum TransformationServiceType { + TRANSFORMATION_SERVICE_TYPE_INVALID = 0; + TRANSFORMATION_SERVICE_TYPE_PYTHON = 1; + + TRANSFORMATION_SERVICE_TYPE_CUSTOM = 100; +} diff --git a/all protos/ValidationProfile.proto b/all protos/ValidationProfile.proto new file mode 100644 index 00000000000..10027995859 --- /dev/null +++ b/all protos/ValidationProfile.proto @@ -0,0 +1,60 @@ +// +// Copyright 2021 The Feast Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// https://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// + + +syntax = "proto3"; + +package feast.core; +option java_package = "feast.proto.core"; +option java_outer_classname = "ValidationProfile"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/core"; + +message GEValidationProfiler { + message UserDefinedProfiler { + // The python-syntax function body (serialized by dill) + bytes body = 1; + } + + UserDefinedProfiler profiler = 1; +} + +message GEValidationProfile { + // JSON-serialized ExpectationSuite object + bytes expectation_suite = 1; +} + +message ValidationReference { + // Unique name of validation reference within the project + string name = 1; + // Name of saved dataset used as reference dataset + string reference_dataset_name = 2; + // Name of Feast project that this object source belongs to + string project = 3; + // Description of the validation reference + string description = 4; + // User defined metadata + map tags = 5; + + // validation profiler + oneof profiler { + GEValidationProfiler ge_profiler = 6; + } + + // (optional) cached validation profile (to avoid constant recalculation) + oneof cached_profile { + GEValidationProfile ge_profile = 7; + } +} diff --git a/all protos/Value.proto b/all protos/Value.proto new file mode 100644 index 00000000000..b273fecfeae --- /dev/null +++ b/all protos/Value.proto @@ -0,0 +1,109 @@ +/* + * Copyright 2018 The Feast Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +syntax = "proto3"; + +package feast.types; + +option java_package = "feast.proto.types"; +option java_outer_classname = "ValueProto"; +option go_package = "github.com/feast-dev/feast/go/protos/feast/types"; + +message ValueType { + enum Enum { + INVALID = 0; + BYTES = 1; + STRING = 2; + INT32 = 3; + INT64 = 4; + DOUBLE = 5; + FLOAT = 6; + BOOL = 7; + UNIX_TIMESTAMP = 8; + BYTES_LIST = 11; + STRING_LIST = 12; + INT32_LIST = 13; + INT64_LIST = 14; + DOUBLE_LIST = 15; + FLOAT_LIST = 16; + BOOL_LIST = 17; + UNIX_TIMESTAMP_LIST = 18; + NULL = 19; + } +} + +message Value { + // ValueType is referenced by the metadata types, FeatureInfo and EntityInfo. + // The enum values do not have to match the oneof val field ids, but they should. + // In JSON "*_val" field can be omitted + oneof val { + bytes bytes_val = 1; + string string_val = 2; + int32 int32_val = 3; + int64 int64_val = 4; + double double_val = 5; + float float_val = 6; + bool bool_val = 7; + int64 unix_timestamp_val = 8; + BytesList bytes_list_val = 11; + StringList string_list_val = 12; + Int32List int32_list_val = 13; + Int64List int64_list_val = 14; + DoubleList double_list_val = 15; + FloatList float_list_val = 16; + BoolList bool_list_val = 17; + Int64List unix_timestamp_list_val = 18; + Null null_val = 19; + } +} + +enum Null { + NULL = 0; +} + +message BytesList { + repeated bytes val = 1; +} + +message StringList { + repeated string val = 1; +} + +message Int32List { + repeated int32 val = 1; +} + +message Int64List { + repeated int64 val = 1; +} + +message DoubleList { + repeated double val = 1; +} + +message FloatList { + repeated float val = 1; +} + +message BoolList { + repeated bool val = 1; +} + +// This is to avoid an issue of being unable to specify `repeated value` in oneofs or maps +// In JSON "val" field can be omitted +message RepeatedValue { + repeated Value val = 1; +} \ No newline at end of file diff --git a/java/pom.xml b/java/pom.xml index a465e331177..76b82072fc8 100644 --- a/java/pom.xml +++ b/java/pom.xml @@ -52,7 +52,7 @@ 0.26.0 - 2.17.1 + 2.19.0 2.9.9 2.0.2 1.18.24 @@ -250,13 +250,6 @@ - - spotless-check - process-test-classes - - check - - diff --git a/java/serving/pom.xml b/java/serving/pom.xml index a04fb48baff..5d27a9881ac 100644 --- a/java/serving/pom.xml +++ b/java/serving/pom.xml @@ -221,6 +221,21 @@ 1.12.261 + + org.apache.logging.log4j + log4j-core + ${log4jVersion} + + + + + org.apache.logging.log4j + log4j-api + ${log4jVersion} + + + + com.adobe.testing s3mock-testcontainers diff --git a/java/serving/src/main/java/feast/serving/service/controller/HealthServiceController.java b/java/serving/src/main/java/feast/serving/service/controller/HealthServiceController.java index 2ce17a57511..156585486d4 100644 --- a/java/serving/src/main/java/feast/serving/service/controller/HealthServiceController.java +++ b/java/serving/src/main/java/feast/serving/service/controller/HealthServiceController.java @@ -19,16 +19,19 @@ import com.google.inject.Inject; import feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest; import feast.serving.service.ServingServiceV2; +import feast.serving.service.config.ServingServiceV2Module; import io.grpc.health.v1.HealthGrpc.HealthImplBase; import io.grpc.health.v1.HealthProto.HealthCheckRequest; import io.grpc.health.v1.HealthProto.HealthCheckResponse; import io.grpc.health.v1.HealthProto.ServingStatus; import io.grpc.stub.StreamObserver; +import org.slf4j.Logger; // Reference: https://github.com/grpc/grpc/blob/master/doc/health-checking.md public class HealthServiceController extends HealthImplBase { private final ServingServiceV2 servingService; + private static final Logger log = org.slf4j.LoggerFactory.getLogger(HealthServiceController.class); @Inject public HealthServiceController(final ServingServiceV2 servingService) { this.servingService = servingService; @@ -37,12 +40,13 @@ public HealthServiceController(final ServingServiceV2 servingService) { @Override public void check( HealthCheckRequest request, StreamObserver responseObserver) { - // TODO: Implement proper logic to determine if ServingServiceV2 is healthy e.g. + // TODO: Implement proper logicp to determine if ServingServiceV2 is healthy e.g. // if it's online service check that it the service can retrieve dummy/random // feature table. // Implement similarly for batch service. try { + log.info("checking 1244"); servingService.getFeastServingInfo(GetFeastServingInfoRequest.getDefaultInstance()); responseObserver.onNext( HealthCheckResponse.newBuilder().setStatus(ServingStatus.SERVING).build()); diff --git a/java/serving/src/main/resources/application-override.yaml b/java/serving/src/main/resources/application-override.yaml index fe37ffe9c6c..d92c51c015f 100644 --- a/java/serving/src/main/resources/application-override.yaml +++ b/java/serving/src/main/resources/application-override.yaml @@ -7,4 +7,19 @@ feast: type: REDIS config: host: localhost - port: 6379 \ No newline at end of file + port: 6379 +logging: + # Audit logging provides a machine readable structured JSON log that can give better + # insight into what is happening in Feast. + audit: + # Whether audit logging is enabled. + enabled: true + # Whether to enable message level (ie request/response) audit logging + messageLogging: + enabled: false + # Logging forwarder currently provides a machine readable structured JSON log to an + # external fluentd service that can give better insight into what is happening in Feast. + # Accepts console / fluentd as destination + destination: console + fluentdHost: localhost + fluentdPort: 24224 \ No newline at end of file diff --git a/java/serving/src/main/resources/log4j2.xml b/java/serving/src/main/resources/log4j2.xml index c75c2db13cc..bc415f580f4 100644 --- a/java/serving/src/main/resources/log4j2.xml +++ b/java/serving/src/main/resources/log4j2.xml @@ -1,23 +1,9 @@ - - + + + /var/log/blackbuck %d{yyyy-MM-dd HH:mm:ss.SSS} %5p ${hostName} --- [%15.15t] %-40.40c{1.} : %m%n%ex @@ -34,15 +20,36 @@ + + + [%-5level] %d{yyyy-MM-dd HH:mm:ss.SSS} [%t] %c{1} - %msg%n + + + + + + + + + + + + + + - + + - + + diff --git a/java/serving/src/main/resources/registry.pb b/java/serving/src/main/resources/registry.pb index f87d51aaa4cdcf507e217942a2b6f5ab5e73fd06..961e3d2ee53d367304597690f80bfc4cd4d362d8 100644 GIT binary patch literal 23063 zcmd@c{cjvc74L!5Znl#gLSn=$#ANTy1Ri^prE?N!Q1a6TOb7A zfa{^R(rSzs<$Xe9>SpKm9wwV11Yd(|VWZPfwo*pajpkl|fNX@2hgi94JFRL7DZ>yW zpt{A((OI$uLIg3gkP*m3jEt$9P5$5**$g3p7+J=)auFjV>PCByog^C}1Yd;Dz#7{z 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+     * Field value is present for this field and age is within max age.
+     *
+ * + * PRESENT = 1; + */ + PRESENT(1), + /** + * 
+     * Values could be found for entity key and age is within max age, but
+     * this field value is assigned a value on ingestion into feast.
+     *
+ * + * NULL_VALUE = 2; + */ + NULL_VALUE(2), + /** + * 
+     * Entity key did not return any values as they do not exist in Feast.
+     * This could suggest that the feature values have not yet been ingested
+     * into feast or the ingestion failed.
+     *
+ * + * NOT_FOUND = 3; + */ + NOT_FOUND(3), + /** + * 
+     * Values could be found for entity key, but field values are outside the maximum
+     * allowable range.
+     *
+ * + * OUTSIDE_MAX_AGE = 4; + */ + OUTSIDE_MAX_AGE(4), + UNRECOGNIZED(-1), + ; + + /** + * 
+     * Status is unset for this field.
+     *
+ * + * INVALID = 0; + */ + public static final int INVALID_VALUE = 0; + /** + * 
+     * Field value is present for this field and age is within max age.
+     *
+ * + * PRESENT = 1; + */ + public static final int PRESENT_VALUE = 1; + /** + * 
+     * Values could be found for entity key and age is within max age, but
+     * this field value is assigned a value on ingestion into feast.
+     *
+ * + * NULL_VALUE = 2; + */ + public static final int NULL_VALUE_VALUE = 2; + /** + * 
+     * Entity key did not return any values as they do not exist in Feast.
+     * This could suggest that the feature values have not yet been ingested
+     * into feast or the ingestion failed.
+     *
+ * + * NOT_FOUND = 3; + */ + public static final int NOT_FOUND_VALUE = 3; + /** + * 
+     * Values could be found for entity key, but field values are outside the maximum
+     * allowable range.
+     *
+ * + * OUTSIDE_MAX_AGE = 4; + */ + public static final int OUTSIDE_MAX_AGE_VALUE = 4; + + + public final int getNumber() { + if (this == UNRECOGNIZED) { + throw new java.lang.IllegalArgumentException( + "Can't get the number of an unknown enum value."); + } + return value; + } + + /** + * @param value The numeric wire value of the corresponding enum entry. + * @return The enum associated with the given numeric wire value. + * @deprecated Use {@link #forNumber(int)} instead. + */ + @java.lang.Deprecated + public static FieldStatus valueOf(int value) { + return forNumber(value); + } + + /** + * @param value The numeric wire value of the corresponding enum entry. + * @return The enum associated with the given numeric wire value. + */ + public static FieldStatus forNumber(int value) { + switch (value) { + case 0: return INVALID; + case 1: return PRESENT; + case 2: return NULL_VALUE; + case 3: return NOT_FOUND; + case 4: return OUTSIDE_MAX_AGE; + default: return null; + } + } + + public static com.google.protobuf.Internal.EnumLiteMap + internalGetValueMap() { + return internalValueMap; + } + private static final com.google.protobuf.Internal.EnumLiteMap< + FieldStatus> internalValueMap = + new com.google.protobuf.Internal.EnumLiteMap() { + public FieldStatus findValueByNumber(int number) { + return FieldStatus.forNumber(number); + } + }; + + public final com.google.protobuf.Descriptors.EnumValueDescriptor + getValueDescriptor() { + if (this == UNRECOGNIZED) { + throw new java.lang.IllegalStateException( + "Can't get the descriptor of an unrecognized enum value."); + } + return getDescriptor().getValues().get(ordinal()); + } + public final com.google.protobuf.Descriptors.EnumDescriptor + getDescriptorForType() { + return getDescriptor(); + } + public static final com.google.protobuf.Descriptors.EnumDescriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.getDescriptor().getEnumTypes().get(0); + } + + private static final FieldStatus[] VALUES = values(); + + public static FieldStatus valueOf( + com.google.protobuf.Descriptors.EnumValueDescriptor desc) { + if (desc.getType() != getDescriptor()) { + throw new java.lang.IllegalArgumentException( + "EnumValueDescriptor is not for this type."); + } + if (desc.getIndex() == -1) { + return UNRECOGNIZED; + } + return VALUES[desc.getIndex()]; + } + + private final int value; + + private FieldStatus(int value) { + this.value = value; + } + + // @@protoc_insertion_point(enum_scope:feast.serving.FieldStatus) + } + + public interface GetFeastServingInfoRequestOrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.GetFeastServingInfoRequest) + com.google.protobuf.MessageOrBuilder { + } + /** + * Protobuf type {@code feast.serving.GetFeastServingInfoRequest} + */ + public static final class GetFeastServingInfoRequest extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.GetFeastServingInfoRequest) + GetFeastServingInfoRequestOrBuilder { + private static final long serialVersionUID = 0L; + // Use GetFeastServingInfoRequest.newBuilder() to construct. + private GetFeastServingInfoRequest(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private GetFeastServingInfoRequest() { + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new GetFeastServingInfoRequest(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private GetFeastServingInfoRequest( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoRequest_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoRequest_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest.class, feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest.Builder.class); + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest other = (feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest) obj; + + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * Protobuf type {@code feast.serving.GetFeastServingInfoRequest} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.GetFeastServingInfoRequest) + feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequestOrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoRequest_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoRequest_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest.class, feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoRequest_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest build() { + feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest buildPartial() { + feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest result = new feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest(this); + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest) { + return mergeFrom((feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest other) { + if (other == feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest.getDefaultInstance()) return this; + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.GetFeastServingInfoRequest) + } + + // @@protoc_insertion_point(class_scope:feast.serving.GetFeastServingInfoRequest) + private static final feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest(); + } + + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public GetFeastServingInfoRequest parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new GetFeastServingInfoRequest(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetFeastServingInfoRequest getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + public interface GetFeastServingInfoResponseOrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.GetFeastServingInfoResponse) + com.google.protobuf.MessageOrBuilder { + + /** + * 
+     * Feast version of this serving deployment.
+     *
+ * + * string version = 1; + * @return The version. + */ + java.lang.String getVersion(); + /** + * 
+     * Feast version of this serving deployment.
+     *
+ * + * string version = 1; + * @return The bytes for version. + */ + com.google.protobuf.ByteString + getVersionBytes(); + } + /** + * Protobuf type {@code feast.serving.GetFeastServingInfoResponse} + */ + public static final class GetFeastServingInfoResponse extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.GetFeastServingInfoResponse) + GetFeastServingInfoResponseOrBuilder { + private static final long serialVersionUID = 0L; + // Use GetFeastServingInfoResponse.newBuilder() to construct. + private GetFeastServingInfoResponse(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private GetFeastServingInfoResponse() { + version_ = ""; + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new GetFeastServingInfoResponse(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private GetFeastServingInfoResponse( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + case 10: { + java.lang.String s = input.readStringRequireUtf8(); + + version_ = s; + break; + } + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoResponse_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoResponse_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse.class, feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse.Builder.class); + } + + public static final int VERSION_FIELD_NUMBER = 1; + private volatile java.lang.Object version_; + /** + * 
+     * Feast version of this serving deployment.
+     *
+ * + * string version = 1; + * @return The version. + */ + @java.lang.Override + public java.lang.String getVersion() { + java.lang.Object ref = version_; + if (ref instanceof java.lang.String) { + return (java.lang.String) ref; + } else { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + version_ = s; + return s; + } + } + /** + * 
+     * Feast version of this serving deployment.
+     *
+ * + * string version = 1; + * @return The bytes for version. + */ + @java.lang.Override + public com.google.protobuf.ByteString + getVersionBytes() { + java.lang.Object ref = version_; + if (ref instanceof java.lang.String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + version_ = b; + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(version_)) { + com.google.protobuf.GeneratedMessageV3.writeString(output, 1, version_); + } + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(version_)) { + size += com.google.protobuf.GeneratedMessageV3.computeStringSize(1, version_); + } + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse other = (feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse) obj; + + if (!getVersion() + .equals(other.getVersion())) return false; + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + hash = (37 * hash) + VERSION_FIELD_NUMBER; + hash = (53 * hash) + getVersion().hashCode(); + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * Protobuf type {@code feast.serving.GetFeastServingInfoResponse} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.GetFeastServingInfoResponse) + feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponseOrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoResponse_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoResponse_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse.class, feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + version_ = ""; + + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetFeastServingInfoResponse_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse build() { + feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse buildPartial() { + feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse result = new feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse(this); + result.version_ = version_; + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse) { + return mergeFrom((feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse other) { + if (other == feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse.getDefaultInstance()) return this; + if (!other.getVersion().isEmpty()) { + version_ = other.version_; + onChanged(); + } + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + + private java.lang.Object version_ = ""; + /** + * 
+       * Feast version of this serving deployment.
+       *
+ * + * string version = 1; + * @return The version. + */ + public java.lang.String getVersion() { + java.lang.Object ref = version_; + if (!(ref instanceof java.lang.String)) { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + version_ = s; + return s; + } else { + return (java.lang.String) ref; + } + } + /** + * 
+       * Feast version of this serving deployment.
+       *
+ * + * string version = 1; + * @return The bytes for version. + */ + public com.google.protobuf.ByteString + getVersionBytes() { + java.lang.Object ref = version_; + if (ref instanceof String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + version_ = b; + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + /** + * 
+       * Feast version of this serving deployment.
+       *
+ * + * string version = 1; + * @param value The version to set. + * @return This builder for chaining. + */ + public Builder setVersion( + java.lang.String value) { + if (value == null) { + throw new NullPointerException(); + } + + version_ = value; + onChanged(); + return this; + } + /** + * 
+       * Feast version of this serving deployment.
+       *
+ * + * string version = 1; + * @return This builder for chaining. + */ + public Builder clearVersion() { + + version_ = getDefaultInstance().getVersion(); + onChanged(); + return this; + } + /** + * 
+       * Feast version of this serving deployment.
+       *
+ * + * string version = 1; + * @param value The bytes for version to set. + * @return This builder for chaining. + */ + public Builder setVersionBytes( + com.google.protobuf.ByteString value) { + if (value == null) { + throw new NullPointerException(); + } + checkByteStringIsUtf8(value); + + version_ = value; + onChanged(); + return this; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.GetFeastServingInfoResponse) + } + + // @@protoc_insertion_point(class_scope:feast.serving.GetFeastServingInfoResponse) + private static final feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse(); + } + + public static feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public GetFeastServingInfoResponse parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new GetFeastServingInfoResponse(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetFeastServingInfoResponse getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + public interface FeatureReferenceV2OrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.FeatureReferenceV2) + com.google.protobuf.MessageOrBuilder { + + /** + * 
+     * Name of the Feature View to retrieve the feature from.
+     *
+ * + * string feature_view_name = 1; + * @return The featureViewName. + */ + java.lang.String getFeatureViewName(); + /** + * 
+     * Name of the Feature View to retrieve the feature from.
+     *
+ * + * string feature_view_name = 1; + * @return The bytes for featureViewName. + */ + com.google.protobuf.ByteString + getFeatureViewNameBytes(); + + /** + * 
+     * Name of the Feature to retrieve the feature from.
+     *
+ * + * string feature_name = 2; + * @return The featureName. + */ + java.lang.String getFeatureName(); + /** + * 
+     * Name of the Feature to retrieve the feature from.
+     *
+ * + * string feature_name = 2; + * @return The bytes for featureName. + */ + com.google.protobuf.ByteString + getFeatureNameBytes(); + } + /** + * Protobuf type {@code feast.serving.FeatureReferenceV2} + */ + public static final class FeatureReferenceV2 extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.FeatureReferenceV2) + FeatureReferenceV2OrBuilder { + private static final long serialVersionUID = 0L; + // Use FeatureReferenceV2.newBuilder() to construct. + private FeatureReferenceV2(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private FeatureReferenceV2() { + featureViewName_ = ""; + featureName_ = ""; + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new FeatureReferenceV2(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private FeatureReferenceV2( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + case 10: { + java.lang.String s = input.readStringRequireUtf8(); + + featureViewName_ = s; + break; + } + case 18: { + java.lang.String s = input.readStringRequireUtf8(); + + featureName_ = s; + break; + } + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureReferenceV2_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureReferenceV2_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.FeatureReferenceV2.class, feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder.class); + } + + public static final int FEATURE_VIEW_NAME_FIELD_NUMBER = 1; + private volatile java.lang.Object featureViewName_; + /** + * 
+     * Name of the Feature View to retrieve the feature from.
+     *
+ * + * string feature_view_name = 1; + * @return The featureViewName. + */ + @java.lang.Override + public java.lang.String getFeatureViewName() { + java.lang.Object ref = featureViewName_; + if (ref instanceof java.lang.String) { + return (java.lang.String) ref; + } else { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + featureViewName_ = s; + return s; + } + } + /** + * 
+     * Name of the Feature View to retrieve the feature from.
+     *
+ * + * string feature_view_name = 1; + * @return The bytes for featureViewName. + */ + @java.lang.Override + public com.google.protobuf.ByteString + getFeatureViewNameBytes() { + java.lang.Object ref = featureViewName_; + if (ref instanceof java.lang.String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + featureViewName_ = b; + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + + public static final int FEATURE_NAME_FIELD_NUMBER = 2; + private volatile java.lang.Object featureName_; + /** + * 
+     * Name of the Feature to retrieve the feature from.
+     *
+ * + * string feature_name = 2; + * @return The featureName. + */ + @java.lang.Override + public java.lang.String getFeatureName() { + java.lang.Object ref = featureName_; + if (ref instanceof java.lang.String) { + return (java.lang.String) ref; + } else { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + featureName_ = s; + return s; + } + } + /** + * 
+     * Name of the Feature to retrieve the feature from.
+     *
+ * + * string feature_name = 2; + * @return The bytes for featureName. + */ + @java.lang.Override + public com.google.protobuf.ByteString + getFeatureNameBytes() { + java.lang.Object ref = featureName_; + if (ref instanceof java.lang.String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + featureName_ = b; + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(featureViewName_)) { + com.google.protobuf.GeneratedMessageV3.writeString(output, 1, featureViewName_); + } + if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(featureName_)) { + com.google.protobuf.GeneratedMessageV3.writeString(output, 2, featureName_); + } + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(featureViewName_)) { + size += com.google.protobuf.GeneratedMessageV3.computeStringSize(1, featureViewName_); + } + if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(featureName_)) { + size += com.google.protobuf.GeneratedMessageV3.computeStringSize(2, featureName_); + } + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.FeatureReferenceV2)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.FeatureReferenceV2 other = (feast.proto.serving.ServingAPIProto.FeatureReferenceV2) obj; + + if (!getFeatureViewName() + .equals(other.getFeatureViewName())) return false; + if (!getFeatureName() + .equals(other.getFeatureName())) return false; + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + hash = (37 * hash) + FEATURE_VIEW_NAME_FIELD_NUMBER; + hash = (53 * hash) + getFeatureViewName().hashCode(); + hash = (37 * hash) + FEATURE_NAME_FIELD_NUMBER; + hash = (53 * hash) + getFeatureName().hashCode(); + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.FeatureReferenceV2 prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * Protobuf type {@code feast.serving.FeatureReferenceV2} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.FeatureReferenceV2) + feast.proto.serving.ServingAPIProto.FeatureReferenceV2OrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureReferenceV2_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureReferenceV2_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.FeatureReferenceV2.class, feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.FeatureReferenceV2.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + featureViewName_ = ""; + + featureName_ = ""; + + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureReferenceV2_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2 getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.FeatureReferenceV2.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2 build() { + feast.proto.serving.ServingAPIProto.FeatureReferenceV2 result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2 buildPartial() { + feast.proto.serving.ServingAPIProto.FeatureReferenceV2 result = new feast.proto.serving.ServingAPIProto.FeatureReferenceV2(this); + result.featureViewName_ = featureViewName_; + result.featureName_ = featureName_; + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.FeatureReferenceV2) { + return mergeFrom((feast.proto.serving.ServingAPIProto.FeatureReferenceV2)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.FeatureReferenceV2 other) { + if (other == feast.proto.serving.ServingAPIProto.FeatureReferenceV2.getDefaultInstance()) return this; + if (!other.getFeatureViewName().isEmpty()) { + featureViewName_ = other.featureViewName_; + onChanged(); + } + if (!other.getFeatureName().isEmpty()) { + featureName_ = other.featureName_; + onChanged(); + } + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.FeatureReferenceV2 parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.FeatureReferenceV2) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + + private java.lang.Object featureViewName_ = ""; + /** + * 
+       * Name of the Feature View to retrieve the feature from.
+       *
+ * + * string feature_view_name = 1; + * @return The featureViewName. + */ + public java.lang.String getFeatureViewName() { + java.lang.Object ref = featureViewName_; + if (!(ref instanceof java.lang.String)) { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + featureViewName_ = s; + return s; + } else { + return (java.lang.String) ref; + } + } + /** + * 
+       * Name of the Feature View to retrieve the feature from.
+       *
+ * + * string feature_view_name = 1; + * @return The bytes for featureViewName. + */ + public com.google.protobuf.ByteString + getFeatureViewNameBytes() { + java.lang.Object ref = featureViewName_; + if (ref instanceof String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + featureViewName_ = b; + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + /** + * 
+       * Name of the Feature View to retrieve the feature from.
+       *
+ * + * string feature_view_name = 1; + * @param value The featureViewName to set. + * @return This builder for chaining. + */ + public Builder setFeatureViewName( + java.lang.String value) { + if (value == null) { + throw new NullPointerException(); + } + + featureViewName_ = value; + onChanged(); + return this; + } + /** + * 
+       * Name of the Feature View to retrieve the feature from.
+       *
+ * + * string feature_view_name = 1; + * @return This builder for chaining. + */ + public Builder clearFeatureViewName() { + + featureViewName_ = getDefaultInstance().getFeatureViewName(); + onChanged(); + return this; + } + /** + * 
+       * Name of the Feature View to retrieve the feature from.
+       *
+ * + * string feature_view_name = 1; + * @param value The bytes for featureViewName to set. + * @return This builder for chaining. + */ + public Builder setFeatureViewNameBytes( + com.google.protobuf.ByteString value) { + if (value == null) { + throw new NullPointerException(); + } + checkByteStringIsUtf8(value); + + featureViewName_ = value; + onChanged(); + return this; + } + + private java.lang.Object featureName_ = ""; + /** + * 
+       * Name of the Feature to retrieve the feature from.
+       *
+ * + * string feature_name = 2; + * @return The featureName. + */ + public java.lang.String getFeatureName() { + java.lang.Object ref = featureName_; + if (!(ref instanceof java.lang.String)) { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + featureName_ = s; + return s; + } else { + return (java.lang.String) ref; + } + } + /** + * 
+       * Name of the Feature to retrieve the feature from.
+       *
+ * + * string feature_name = 2; + * @return The bytes for featureName. + */ + public com.google.protobuf.ByteString + getFeatureNameBytes() { + java.lang.Object ref = featureName_; + if (ref instanceof String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + featureName_ = b; + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + /** + * 
+       * Name of the Feature to retrieve the feature from.
+       *
+ * + * string feature_name = 2; + * @param value The featureName to set. + * @return This builder for chaining. + */ + public Builder setFeatureName( + java.lang.String value) { + if (value == null) { + throw new NullPointerException(); + } + + featureName_ = value; + onChanged(); + return this; + } + /** + * 
+       * Name of the Feature to retrieve the feature from.
+       *
+ * + * string feature_name = 2; + * @return This builder for chaining. + */ + public Builder clearFeatureName() { + + featureName_ = getDefaultInstance().getFeatureName(); + onChanged(); + return this; + } + /** + * 
+       * Name of the Feature to retrieve the feature from.
+       *
+ * + * string feature_name = 2; + * @param value The bytes for featureName to set. + * @return This builder for chaining. + */ + public Builder setFeatureNameBytes( + com.google.protobuf.ByteString value) { + if (value == null) { + throw new NullPointerException(); + } + checkByteStringIsUtf8(value); + + featureName_ = value; + onChanged(); + return this; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.FeatureReferenceV2) + } + + // @@protoc_insertion_point(class_scope:feast.serving.FeatureReferenceV2) + private static final feast.proto.serving.ServingAPIProto.FeatureReferenceV2 DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.FeatureReferenceV2(); + } + + public static feast.proto.serving.ServingAPIProto.FeatureReferenceV2 getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public FeatureReferenceV2 parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new FeatureReferenceV2(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2 getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + public interface GetOnlineFeaturesRequestV2OrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.GetOnlineFeaturesRequestV2) + com.google.protobuf.MessageOrBuilder { + + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + java.util.List + getFeaturesList(); + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + feast.proto.serving.ServingAPIProto.FeatureReferenceV2 getFeatures(int index); + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + int getFeaturesCount(); + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + java.util.List + getFeaturesOrBuilderList(); + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + feast.proto.serving.ServingAPIProto.FeatureReferenceV2OrBuilder getFeaturesOrBuilder( + int index); + + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + java.util.List + getEntityRowsList(); + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow getEntityRows(int index); + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + int getEntityRowsCount(); + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + java.util.List + getEntityRowsOrBuilderList(); + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRowOrBuilder getEntityRowsOrBuilder( + int index); + + /** + * 
+     * Optional field to specify project name override. If specified, uses the
+     * given project for retrieval. Overrides the projects specified in
+     * Feature References if both are specified.
+     *
+ * + * string project = 5; + * @return The project. + */ + java.lang.String getProject(); + /** + * 
+     * Optional field to specify project name override. If specified, uses the
+     * given project for retrieval. Overrides the projects specified in
+     * Feature References if both are specified.
+     *
+ * + * string project = 5; + * @return The bytes for project. + */ + com.google.protobuf.ByteString + getProjectBytes(); + } + /** + * 
+   * ToDo (oleksii): remove this message (since it's not used) and move EntityRow on package level
+   *
+ * + * Protobuf type {@code feast.serving.GetOnlineFeaturesRequestV2} + */ + public static final class GetOnlineFeaturesRequestV2 extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.GetOnlineFeaturesRequestV2) + GetOnlineFeaturesRequestV2OrBuilder { + private static final long serialVersionUID = 0L; + // Use GetOnlineFeaturesRequestV2.newBuilder() to construct. + private GetOnlineFeaturesRequestV2(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private GetOnlineFeaturesRequestV2() { + features_ = java.util.Collections.emptyList(); + entityRows_ = java.util.Collections.emptyList(); + project_ = ""; + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new GetOnlineFeaturesRequestV2(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private GetOnlineFeaturesRequestV2( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + int mutable_bitField0_ = 0; + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + case 18: { + if (!((mutable_bitField0_ & 0x00000002) != 0)) { + entityRows_ = new java.util.ArrayList(); + mutable_bitField0_ |= 0x00000002; + } + entityRows_.add( + input.readMessage(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.parser(), extensionRegistry)); + break; + } + case 34: { + if (!((mutable_bitField0_ & 0x00000001) != 0)) { + features_ = new java.util.ArrayList(); + mutable_bitField0_ |= 0x00000001; + } + features_.add( + input.readMessage(feast.proto.serving.ServingAPIProto.FeatureReferenceV2.parser(), extensionRegistry)); + break; + } + case 42: { + java.lang.String s = input.readStringRequireUtf8(); + + project_ = s; + break; + } + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + if (((mutable_bitField0_ & 0x00000002) != 0)) { + entityRows_ = java.util.Collections.unmodifiableList(entityRows_); + } + if (((mutable_bitField0_ & 0x00000001) != 0)) { + features_ = java.util.Collections.unmodifiableList(features_); + } + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.Builder.class); + } + + public interface EntityRowOrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.GetOnlineFeaturesRequestV2.EntityRow) + com.google.protobuf.MessageOrBuilder { + + /** + * 
+       * Request timestamp of this row. This value will be used,
+       * together with maxAge, to determine feature staleness.
+       *
+ * + * .google.protobuf.Timestamp timestamp = 1; + * @return Whether the timestamp field is set. + */ + boolean hasTimestamp(); + /** + * 
+       * Request timestamp of this row. This value will be used,
+       * together with maxAge, to determine feature staleness.
+       *
+ * + * .google.protobuf.Timestamp timestamp = 1; + * @return The timestamp. + */ + com.google.protobuf.Timestamp getTimestamp(); + /** + * 
+       * Request timestamp of this row. This value will be used,
+       * together with maxAge, to determine feature staleness.
+       *
+ * + * .google.protobuf.Timestamp timestamp = 1; + */ + com.google.protobuf.TimestampOrBuilder getTimestampOrBuilder(); + + /** + * 
+       * Map containing mapping of entity name to entity value.
+       *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + int getFieldsCount(); + /** + * 
+       * Map containing mapping of entity name to entity value.
+       *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + boolean containsFields( + java.lang.String key); + /** + * Use {@link #getFieldsMap()} instead. + */ + @java.lang.Deprecated + java.util.Map + getFields(); + /** + * 
+       * Map containing mapping of entity name to entity value.
+       *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + java.util.Map + getFieldsMap(); + /** + * 
+       * Map containing mapping of entity name to entity value.
+       *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + + /* nullable */ +feast.proto.types.ValueProto.Value getFieldsOrDefault( + java.lang.String key, + /* nullable */ +feast.proto.types.ValueProto.Value defaultValue); + /** + * 
+       * Map containing mapping of entity name to entity value.
+       *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + + feast.proto.types.ValueProto.Value getFieldsOrThrow( + java.lang.String key); + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesRequestV2.EntityRow} + */ + public static final class EntityRow extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.GetOnlineFeaturesRequestV2.EntityRow) + EntityRowOrBuilder { + private static final long serialVersionUID = 0L; + // Use EntityRow.newBuilder() to construct. + private EntityRow(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private EntityRow() { + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new EntityRow(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private EntityRow( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + int mutable_bitField0_ = 0; + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + case 10: { + com.google.protobuf.Timestamp.Builder subBuilder = null; + if (timestamp_ != null) { + subBuilder = timestamp_.toBuilder(); + } + timestamp_ = input.readMessage(com.google.protobuf.Timestamp.parser(), extensionRegistry); + if (subBuilder != null) { + subBuilder.mergeFrom(timestamp_); + timestamp_ = subBuilder.buildPartial(); + } + + break; + } + case 18: { + if (!((mutable_bitField0_ & 0x00000001) != 0)) { + fields_ = com.google.protobuf.MapField.newMapField( + FieldsDefaultEntryHolder.defaultEntry); + mutable_bitField0_ |= 0x00000001; + } + com.google.protobuf.MapEntry + fields__ = input.readMessage( + FieldsDefaultEntryHolder.defaultEntry.getParserForType(), extensionRegistry); + fields_.getMutableMap().put( + fields__.getKey(), fields__.getValue()); + break; + } + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_descriptor; + } + + @SuppressWarnings({"rawtypes"}) + @java.lang.Override + protected com.google.protobuf.MapField internalGetMapField( + int number) { + switch (number) { + case 2: + return internalGetFields(); + default: + throw new RuntimeException( + "Invalid map field number: " + number); + } + } + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder.class); + } + + public static final int TIMESTAMP_FIELD_NUMBER = 1; + private com.google.protobuf.Timestamp timestamp_; + /** + * 
+       * Request timestamp of this row. This value will be used,
+       * together with maxAge, to determine feature staleness.
+       *
+ * + * .google.protobuf.Timestamp timestamp = 1; + * @return Whether the timestamp field is set. + */ + @java.lang.Override + public boolean hasTimestamp() { + return timestamp_ != null; + } + /** + * 
+       * Request timestamp of this row. This value will be used,
+       * together with maxAge, to determine feature staleness.
+       *
+ * + * .google.protobuf.Timestamp timestamp = 1; + * @return The timestamp. + */ + @java.lang.Override + public com.google.protobuf.Timestamp getTimestamp() { + return timestamp_ == null ? com.google.protobuf.Timestamp.getDefaultInstance() : timestamp_; + } + /** + * 
+       * Request timestamp of this row. This value will be used,
+       * together with maxAge, to determine feature staleness.
+       *
+ * + * .google.protobuf.Timestamp timestamp = 1; + */ + @java.lang.Override + public com.google.protobuf.TimestampOrBuilder getTimestampOrBuilder() { + return getTimestamp(); + } + + public static final int FIELDS_FIELD_NUMBER = 2; + private static final class FieldsDefaultEntryHolder { + static final com.google.protobuf.MapEntry< + java.lang.String, feast.proto.types.ValueProto.Value> defaultEntry = + com.google.protobuf.MapEntry + .newDefaultInstance( + feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_FieldsEntry_descriptor, + com.google.protobuf.WireFormat.FieldType.STRING, + "", + com.google.protobuf.WireFormat.FieldType.MESSAGE, + feast.proto.types.ValueProto.Value.getDefaultInstance()); + } + private com.google.protobuf.MapField< + java.lang.String, feast.proto.types.ValueProto.Value> fields_; + private com.google.protobuf.MapField + internalGetFields() { + if (fields_ == null) { + return com.google.protobuf.MapField.emptyMapField( + FieldsDefaultEntryHolder.defaultEntry); + } + return fields_; + } + + public int getFieldsCount() { + return internalGetFields().getMap().size(); + } + /** + * 
+       * Map containing mapping of entity name to entity value.
+       *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + + @java.lang.Override + public boolean containsFields( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + return internalGetFields().getMap().containsKey(key); + } + /** + * Use {@link #getFieldsMap()} instead. + */ + @java.lang.Override + @java.lang.Deprecated + public java.util.Map getFields() { + return getFieldsMap(); + } + /** + * 
+       * Map containing mapping of entity name to entity value.
+       *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + @java.lang.Override + + public java.util.Map getFieldsMap() { + return internalGetFields().getMap(); + } + /** + * 
+       * Map containing mapping of entity name to entity value.
+       *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.Value getFieldsOrDefault( + java.lang.String key, + feast.proto.types.ValueProto.Value defaultValue) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetFields().getMap(); + return map.containsKey(key) ? map.get(key) : defaultValue; + } + /** + * 
+       * Map containing mapping of entity name to entity value.
+       *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.Value getFieldsOrThrow( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetFields().getMap(); + if (!map.containsKey(key)) { + throw new java.lang.IllegalArgumentException(); + } + return map.get(key); + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + if (timestamp_ != null) { + output.writeMessage(1, getTimestamp()); + } + com.google.protobuf.GeneratedMessageV3 + .serializeStringMapTo( + output, + internalGetFields(), + FieldsDefaultEntryHolder.defaultEntry, + 2); + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + if (timestamp_ != null) { + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(1, getTimestamp()); + } + for (java.util.Map.Entry entry + : internalGetFields().getMap().entrySet()) { + com.google.protobuf.MapEntry + fields__ = FieldsDefaultEntryHolder.defaultEntry.newBuilderForType() + .setKey(entry.getKey()) + .setValue(entry.getValue()) + .build(); + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(2, fields__); + } + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow other = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow) obj; + + if (hasTimestamp() != other.hasTimestamp()) return false; + if (hasTimestamp()) { + if (!getTimestamp() + .equals(other.getTimestamp())) return false; + } + if (!internalGetFields().equals( + other.internalGetFields())) return false; + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + if (hasTimestamp()) { + hash = (37 * hash) + TIMESTAMP_FIELD_NUMBER; + hash = (53 * hash) + getTimestamp().hashCode(); + } + if (!internalGetFields().getMap().isEmpty()) { + hash = (37 * hash) + FIELDS_FIELD_NUMBER; + hash = (53 * hash) + internalGetFields().hashCode(); + } + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesRequestV2.EntityRow} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.GetOnlineFeaturesRequestV2.EntityRow) + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRowOrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_descriptor; + } + + @SuppressWarnings({"rawtypes"}) + protected com.google.protobuf.MapField internalGetMapField( + int number) { + switch (number) { + case 2: + return internalGetFields(); + default: + throw new RuntimeException( + "Invalid map field number: " + number); + } + } + @SuppressWarnings({"rawtypes"}) + protected com.google.protobuf.MapField internalGetMutableMapField( + int number) { + switch (number) { + case 2: + return internalGetMutableFields(); + default: + throw new RuntimeException( + "Invalid map field number: " + number); + } + } + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + if (timestampBuilder_ == null) { + timestamp_ = null; + } else { + timestamp_ = null; + timestampBuilder_ = null; + } + internalGetMutableFields().clear(); + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow build() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow buildPartial() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow result = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow(this); + int from_bitField0_ = bitField0_; + if (timestampBuilder_ == null) { + result.timestamp_ = timestamp_; + } else { + result.timestamp_ = timestampBuilder_.build(); + } + result.fields_ = internalGetFields(); + result.fields_.makeImmutable(); + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow) { + return mergeFrom((feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow other) { + if (other == feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.getDefaultInstance()) return this; + if (other.hasTimestamp()) { + mergeTimestamp(other.getTimestamp()); + } + internalGetMutableFields().mergeFrom( + other.internalGetFields()); + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + private int bitField0_; + + private com.google.protobuf.Timestamp timestamp_; + private com.google.protobuf.SingleFieldBuilderV3< + com.google.protobuf.Timestamp, com.google.protobuf.Timestamp.Builder, com.google.protobuf.TimestampOrBuilder> timestampBuilder_; + /** + * 
+         * Request timestamp of this row. This value will be used,
+         * together with maxAge, to determine feature staleness.
+         *
+ * + * .google.protobuf.Timestamp timestamp = 1; + * @return Whether the timestamp field is set. + */ + public boolean hasTimestamp() { + return timestampBuilder_ != null || timestamp_ != null; + } + /** + * 
+         * Request timestamp of this row. This value will be used,
+         * together with maxAge, to determine feature staleness.
+         *
+ * + * .google.protobuf.Timestamp timestamp = 1; + * @return The timestamp. + */ + public com.google.protobuf.Timestamp getTimestamp() { + if (timestampBuilder_ == null) { + return timestamp_ == null ? com.google.protobuf.Timestamp.getDefaultInstance() : timestamp_; + } else { + return timestampBuilder_.getMessage(); + } + } + /** + * 
+         * Request timestamp of this row. This value will be used,
+         * together with maxAge, to determine feature staleness.
+         *
+ * + * .google.protobuf.Timestamp timestamp = 1; + */ + public Builder setTimestamp(com.google.protobuf.Timestamp value) { + if (timestampBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + timestamp_ = value; + onChanged(); + } else { + timestampBuilder_.setMessage(value); + } + + return this; + } + /** + * 
+         * Request timestamp of this row. This value will be used,
+         * together with maxAge, to determine feature staleness.
+         *
+ * + * .google.protobuf.Timestamp timestamp = 1; + */ + public Builder setTimestamp( + com.google.protobuf.Timestamp.Builder builderForValue) { + if (timestampBuilder_ == null) { + timestamp_ = builderForValue.build(); + onChanged(); + } else { + timestampBuilder_.setMessage(builderForValue.build()); + } + + return this; + } + /** + * 
+         * Request timestamp of this row. This value will be used,
+         * together with maxAge, to determine feature staleness.
+         *
+ * + * .google.protobuf.Timestamp timestamp = 1; + */ + public Builder mergeTimestamp(com.google.protobuf.Timestamp value) { + if (timestampBuilder_ == null) { + if (timestamp_ != null) { + timestamp_ = + com.google.protobuf.Timestamp.newBuilder(timestamp_).mergeFrom(value).buildPartial(); + } else { + timestamp_ = value; + } + onChanged(); + } else { + timestampBuilder_.mergeFrom(value); + } + + return this; + } + /** + * 
+         * Request timestamp of this row. This value will be used,
+         * together with maxAge, to determine feature staleness.
+         *
+ * + * .google.protobuf.Timestamp timestamp = 1; + */ + public Builder clearTimestamp() { + if (timestampBuilder_ == null) { + timestamp_ = null; + onChanged(); + } else { + timestamp_ = null; + timestampBuilder_ = null; + } + + return this; + } + /** + * 
+         * Request timestamp of this row. This value will be used,
+         * together with maxAge, to determine feature staleness.
+         *
+ * + * .google.protobuf.Timestamp timestamp = 1; + */ + public com.google.protobuf.Timestamp.Builder getTimestampBuilder() { + + onChanged(); + return getTimestampFieldBuilder().getBuilder(); + } + /** + * 
+         * Request timestamp of this row. This value will be used,
+         * together with maxAge, to determine feature staleness.
+         *
+ * + * .google.protobuf.Timestamp timestamp = 1; + */ + public com.google.protobuf.TimestampOrBuilder getTimestampOrBuilder() { + if (timestampBuilder_ != null) { + return timestampBuilder_.getMessageOrBuilder(); + } else { + return timestamp_ == null ? + com.google.protobuf.Timestamp.getDefaultInstance() : timestamp_; + } + } + /** + * 
+         * Request timestamp of this row. This value will be used,
+         * together with maxAge, to determine feature staleness.
+         *
+ * + * .google.protobuf.Timestamp timestamp = 1; + */ + private com.google.protobuf.SingleFieldBuilderV3< + com.google.protobuf.Timestamp, com.google.protobuf.Timestamp.Builder, com.google.protobuf.TimestampOrBuilder> + getTimestampFieldBuilder() { + if (timestampBuilder_ == null) { + timestampBuilder_ = new com.google.protobuf.SingleFieldBuilderV3< + com.google.protobuf.Timestamp, com.google.protobuf.Timestamp.Builder, com.google.protobuf.TimestampOrBuilder>( + getTimestamp(), + getParentForChildren(), + isClean()); + timestamp_ = null; + } + return timestampBuilder_; + } + + private com.google.protobuf.MapField< + java.lang.String, feast.proto.types.ValueProto.Value> fields_; + private com.google.protobuf.MapField + internalGetFields() { + if (fields_ == null) { + return com.google.protobuf.MapField.emptyMapField( + FieldsDefaultEntryHolder.defaultEntry); + } + return fields_; + } + private com.google.protobuf.MapField + internalGetMutableFields() { + onChanged();; + if (fields_ == null) { + fields_ = com.google.protobuf.MapField.newMapField( + FieldsDefaultEntryHolder.defaultEntry); + } + if (!fields_.isMutable()) { + fields_ = fields_.copy(); + } + return fields_; + } + + public int getFieldsCount() { + return internalGetFields().getMap().size(); + } + /** + * 
+         * Map containing mapping of entity name to entity value.
+         *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + + @java.lang.Override + public boolean containsFields( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + return internalGetFields().getMap().containsKey(key); + } + /** + * Use {@link #getFieldsMap()} instead. + */ + @java.lang.Override + @java.lang.Deprecated + public java.util.Map getFields() { + return getFieldsMap(); + } + /** + * 
+         * Map containing mapping of entity name to entity value.
+         *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + @java.lang.Override + + public java.util.Map getFieldsMap() { + return internalGetFields().getMap(); + } + /** + * 
+         * Map containing mapping of entity name to entity value.
+         *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.Value getFieldsOrDefault( + java.lang.String key, + feast.proto.types.ValueProto.Value defaultValue) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetFields().getMap(); + return map.containsKey(key) ? map.get(key) : defaultValue; + } + /** + * 
+         * Map containing mapping of entity name to entity value.
+         *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.Value getFieldsOrThrow( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetFields().getMap(); + if (!map.containsKey(key)) { + throw new java.lang.IllegalArgumentException(); + } + return map.get(key); + } + + public Builder clearFields() { + internalGetMutableFields().getMutableMap() + .clear(); + return this; + } + /** + * 
+         * Map containing mapping of entity name to entity value.
+         *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + + public Builder removeFields( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + internalGetMutableFields().getMutableMap() + .remove(key); + return this; + } + /** + * Use alternate mutation accessors instead. + */ + @java.lang.Deprecated + public java.util.Map + getMutableFields() { + return internalGetMutableFields().getMutableMap(); + } + /** + * 
+         * Map containing mapping of entity name to entity value.
+         *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + public Builder putFields( + java.lang.String key, + feast.proto.types.ValueProto.Value value) { + if (key == null) { throw new NullPointerException("map key"); } + if (value == null) { + throw new NullPointerException("map value"); +} + + internalGetMutableFields().getMutableMap() + .put(key, value); + return this; + } + /** + * 
+         * Map containing mapping of entity name to entity value.
+         *
+ * + * map<string, .feast.types.Value> fields = 2; + */ + + public Builder putAllFields( + java.util.Map values) { + internalGetMutableFields().getMutableMap() + .putAll(values); + return this; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.GetOnlineFeaturesRequestV2.EntityRow) + } + + // @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesRequestV2.EntityRow) + private static final feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow(); + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public EntityRow parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new EntityRow(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + public static final int FEATURES_FIELD_NUMBER = 4; + private java.util.List features_; + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + @java.lang.Override + public java.util.List getFeaturesList() { + return features_; + } + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + @java.lang.Override + public java.util.List + getFeaturesOrBuilderList() { + return features_; + } + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + @java.lang.Override + public int getFeaturesCount() { + return features_.size(); + } + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2 getFeatures(int index) { + return features_.get(index); + } + /** + * 
+     * List of features that are being retrieved
+     *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2OrBuilder getFeaturesOrBuilder( + int index) { + return features_.get(index); + } + + public static final int ENTITY_ROWS_FIELD_NUMBER = 2; + private java.util.List entityRows_; + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + @java.lang.Override + public java.util.List getEntityRowsList() { + return entityRows_; + } + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + @java.lang.Override + public java.util.List + getEntityRowsOrBuilderList() { + return entityRows_; + } + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + @java.lang.Override + public int getEntityRowsCount() { + return entityRows_.size(); + } + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow getEntityRows(int index) { + return entityRows_.get(index); + } + /** + * 
+     * List of entity rows, containing entity id and timestamp data.
+     * Used during retrieval of feature rows and for joining feature
+     * rows into a final dataset
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRowOrBuilder getEntityRowsOrBuilder( + int index) { + return entityRows_.get(index); + } + + public static final int PROJECT_FIELD_NUMBER = 5; + private volatile java.lang.Object project_; + /** + * 
+     * Optional field to specify project name override. If specified, uses the
+     * given project for retrieval. Overrides the projects specified in
+     * Feature References if both are specified.
+     *
+ * + * string project = 5; + * @return The project. + */ + @java.lang.Override + public java.lang.String getProject() { + java.lang.Object ref = project_; + if (ref instanceof java.lang.String) { + return (java.lang.String) ref; + } else { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + project_ = s; + return s; + } + } + /** + * 
+     * Optional field to specify project name override. If specified, uses the
+     * given project for retrieval. Overrides the projects specified in
+     * Feature References if both are specified.
+     *
+ * + * string project = 5; + * @return The bytes for project. + */ + @java.lang.Override + public com.google.protobuf.ByteString + getProjectBytes() { + java.lang.Object ref = project_; + if (ref instanceof java.lang.String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + project_ = b; + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + for (int i = 0; i < entityRows_.size(); i++) { + output.writeMessage(2, entityRows_.get(i)); + } + for (int i = 0; i < features_.size(); i++) { + output.writeMessage(4, features_.get(i)); + } + if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(project_)) { + com.google.protobuf.GeneratedMessageV3.writeString(output, 5, project_); + } + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + for (int i = 0; i < entityRows_.size(); i++) { + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(2, entityRows_.get(i)); + } + for (int i = 0; i < features_.size(); i++) { + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(4, features_.get(i)); + } + if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(project_)) { + size += com.google.protobuf.GeneratedMessageV3.computeStringSize(5, project_); + } + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 other = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2) obj; + + if (!getFeaturesList() + .equals(other.getFeaturesList())) return false; + if (!getEntityRowsList() + .equals(other.getEntityRowsList())) return false; + if (!getProject() + .equals(other.getProject())) return false; + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + if (getFeaturesCount() > 0) { + hash = (37 * hash) + FEATURES_FIELD_NUMBER; + hash = (53 * hash) + getFeaturesList().hashCode(); + } + if (getEntityRowsCount() > 0) { + hash = (37 * hash) + ENTITY_ROWS_FIELD_NUMBER; + hash = (53 * hash) + getEntityRowsList().hashCode(); + } + hash = (37 * hash) + PROJECT_FIELD_NUMBER; + hash = (53 * hash) + getProject().hashCode(); + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * 
+     * ToDo (oleksii): remove this message (since it's not used) and move EntityRow on package level
+     *
+ * + * Protobuf type {@code feast.serving.GetOnlineFeaturesRequestV2} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.GetOnlineFeaturesRequestV2) + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2OrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + getFeaturesFieldBuilder(); + getEntityRowsFieldBuilder(); + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + if (featuresBuilder_ == null) { + features_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000001); + } else { + featuresBuilder_.clear(); + } + if (entityRowsBuilder_ == null) { + entityRows_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000002); + } else { + entityRowsBuilder_.clear(); + } + project_ = ""; + + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequestV2_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 build() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 buildPartial() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 result = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2(this); + int from_bitField0_ = bitField0_; + if (featuresBuilder_ == null) { + if (((bitField0_ & 0x00000001) != 0)) { + features_ = java.util.Collections.unmodifiableList(features_); + bitField0_ = (bitField0_ & ~0x00000001); + } + result.features_ = features_; + } else { + result.features_ = featuresBuilder_.build(); + } + if (entityRowsBuilder_ == null) { + if (((bitField0_ & 0x00000002) != 0)) { + entityRows_ = java.util.Collections.unmodifiableList(entityRows_); + bitField0_ = (bitField0_ & ~0x00000002); + } + result.entityRows_ = entityRows_; + } else { + result.entityRows_ = entityRowsBuilder_.build(); + } + result.project_ = project_; + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2) { + return mergeFrom((feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 other) { + if (other == feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.getDefaultInstance()) return this; + if (featuresBuilder_ == null) { + if (!other.features_.isEmpty()) { + if (features_.isEmpty()) { + features_ = other.features_; + bitField0_ = (bitField0_ & ~0x00000001); + } else { + ensureFeaturesIsMutable(); + features_.addAll(other.features_); + } + onChanged(); + } + } else { + if (!other.features_.isEmpty()) { + if (featuresBuilder_.isEmpty()) { + featuresBuilder_.dispose(); + featuresBuilder_ = null; + features_ = other.features_; + bitField0_ = (bitField0_ & ~0x00000001); + featuresBuilder_ = + com.google.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ? + getFeaturesFieldBuilder() : null; + } else { + featuresBuilder_.addAllMessages(other.features_); + } + } + } + if (entityRowsBuilder_ == null) { + if (!other.entityRows_.isEmpty()) { + if (entityRows_.isEmpty()) { + entityRows_ = other.entityRows_; + bitField0_ = (bitField0_ & ~0x00000002); + } else { + ensureEntityRowsIsMutable(); + entityRows_.addAll(other.entityRows_); + } + onChanged(); + } + } else { + if (!other.entityRows_.isEmpty()) { + if (entityRowsBuilder_.isEmpty()) { + entityRowsBuilder_.dispose(); + entityRowsBuilder_ = null; + entityRows_ = other.entityRows_; + bitField0_ = (bitField0_ & ~0x00000002); + entityRowsBuilder_ = + com.google.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ? + getEntityRowsFieldBuilder() : null; + } else { + entityRowsBuilder_.addAllMessages(other.entityRows_); + } + } + } + if (!other.getProject().isEmpty()) { + project_ = other.project_; + onChanged(); + } + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + private int bitField0_; + + private java.util.List features_ = + java.util.Collections.emptyList(); + private void ensureFeaturesIsMutable() { + if (!((bitField0_ & 0x00000001) != 0)) { + features_ = new java.util.ArrayList(features_); + bitField0_ |= 0x00000001; + } + } + + private com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.serving.ServingAPIProto.FeatureReferenceV2, feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder, feast.proto.serving.ServingAPIProto.FeatureReferenceV2OrBuilder> featuresBuilder_; + + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public java.util.List getFeaturesList() { + if (featuresBuilder_ == null) { + return java.util.Collections.unmodifiableList(features_); + } else { + return featuresBuilder_.getMessageList(); + } + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public int getFeaturesCount() { + if (featuresBuilder_ == null) { + return features_.size(); + } else { + return featuresBuilder_.getCount(); + } + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2 getFeatures(int index) { + if (featuresBuilder_ == null) { + return features_.get(index); + } else { + return featuresBuilder_.getMessage(index); + } + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public Builder setFeatures( + int index, feast.proto.serving.ServingAPIProto.FeatureReferenceV2 value) { + if (featuresBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureFeaturesIsMutable(); + features_.set(index, value); + onChanged(); + } else { + featuresBuilder_.setMessage(index, value); + } + return this; + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public Builder setFeatures( + int index, feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder builderForValue) { + if (featuresBuilder_ == null) { + ensureFeaturesIsMutable(); + features_.set(index, builderForValue.build()); + onChanged(); + } else { + featuresBuilder_.setMessage(index, builderForValue.build()); + } + return this; + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public Builder addFeatures(feast.proto.serving.ServingAPIProto.FeatureReferenceV2 value) { + if (featuresBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureFeaturesIsMutable(); + features_.add(value); + onChanged(); + } else { + featuresBuilder_.addMessage(value); + } + return this; + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public Builder addFeatures( + int index, feast.proto.serving.ServingAPIProto.FeatureReferenceV2 value) { + if (featuresBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureFeaturesIsMutable(); + features_.add(index, value); + onChanged(); + } else { + featuresBuilder_.addMessage(index, value); + } + return this; + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public Builder addFeatures( + feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder builderForValue) { + if (featuresBuilder_ == null) { + ensureFeaturesIsMutable(); + features_.add(builderForValue.build()); + onChanged(); + } else { + featuresBuilder_.addMessage(builderForValue.build()); + } + return this; + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public Builder addFeatures( + int index, feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder builderForValue) { + if (featuresBuilder_ == null) { + ensureFeaturesIsMutable(); + features_.add(index, builderForValue.build()); + onChanged(); + } else { + featuresBuilder_.addMessage(index, builderForValue.build()); + } + return this; + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public Builder addAllFeatures( + java.lang.Iterable values) { + if (featuresBuilder_ == null) { + ensureFeaturesIsMutable(); + com.google.protobuf.AbstractMessageLite.Builder.addAll( + values, features_); + onChanged(); + } else { + featuresBuilder_.addAllMessages(values); + } + return this; + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public Builder clearFeatures() { + if (featuresBuilder_ == null) { + features_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000001); + onChanged(); + } else { + featuresBuilder_.clear(); + } + return this; + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public Builder removeFeatures(int index) { + if (featuresBuilder_ == null) { + ensureFeaturesIsMutable(); + features_.remove(index); + onChanged(); + } else { + featuresBuilder_.remove(index); + } + return this; + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder getFeaturesBuilder( + int index) { + return getFeaturesFieldBuilder().getBuilder(index); + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2OrBuilder getFeaturesOrBuilder( + int index) { + if (featuresBuilder_ == null) { + return features_.get(index); } else { + return featuresBuilder_.getMessageOrBuilder(index); + } + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public java.util.List + getFeaturesOrBuilderList() { + if (featuresBuilder_ != null) { + return featuresBuilder_.getMessageOrBuilderList(); + } else { + return java.util.Collections.unmodifiableList(features_); + } + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder addFeaturesBuilder() { + return getFeaturesFieldBuilder().addBuilder( + feast.proto.serving.ServingAPIProto.FeatureReferenceV2.getDefaultInstance()); + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder addFeaturesBuilder( + int index) { + return getFeaturesFieldBuilder().addBuilder( + index, feast.proto.serving.ServingAPIProto.FeatureReferenceV2.getDefaultInstance()); + } + /** + * 
+       * List of features that are being retrieved
+       *
+ * + * repeated .feast.serving.FeatureReferenceV2 features = 4; + */ + public java.util.List + getFeaturesBuilderList() { + return getFeaturesFieldBuilder().getBuilderList(); + } + private com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.serving.ServingAPIProto.FeatureReferenceV2, feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder, feast.proto.serving.ServingAPIProto.FeatureReferenceV2OrBuilder> + getFeaturesFieldBuilder() { + if (featuresBuilder_ == null) { + featuresBuilder_ = new com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.serving.ServingAPIProto.FeatureReferenceV2, feast.proto.serving.ServingAPIProto.FeatureReferenceV2.Builder, feast.proto.serving.ServingAPIProto.FeatureReferenceV2OrBuilder>( + features_, + ((bitField0_ & 0x00000001) != 0), + getParentForChildren(), + isClean()); + features_ = null; + } + return featuresBuilder_; + } + + private java.util.List entityRows_ = + java.util.Collections.emptyList(); + private void ensureEntityRowsIsMutable() { + if (!((bitField0_ & 0x00000002) != 0)) { + entityRows_ = new java.util.ArrayList(entityRows_); + bitField0_ |= 0x00000002; + } + } + + private com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRowOrBuilder> entityRowsBuilder_; + + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public java.util.List getEntityRowsList() { + if (entityRowsBuilder_ == null) { + return java.util.Collections.unmodifiableList(entityRows_); + } else { + return entityRowsBuilder_.getMessageList(); + } + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public int getEntityRowsCount() { + if (entityRowsBuilder_ == null) { + return entityRows_.size(); + } else { + return entityRowsBuilder_.getCount(); + } + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow getEntityRows(int index) { + if (entityRowsBuilder_ == null) { + return entityRows_.get(index); + } else { + return entityRowsBuilder_.getMessage(index); + } + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public Builder setEntityRows( + int index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow value) { + if (entityRowsBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureEntityRowsIsMutable(); + entityRows_.set(index, value); + onChanged(); + } else { + entityRowsBuilder_.setMessage(index, value); + } + return this; + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public Builder setEntityRows( + int index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder builderForValue) { + if (entityRowsBuilder_ == null) { + ensureEntityRowsIsMutable(); + entityRows_.set(index, builderForValue.build()); + onChanged(); + } else { + entityRowsBuilder_.setMessage(index, builderForValue.build()); + } + return this; + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public Builder addEntityRows(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow value) { + if (entityRowsBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureEntityRowsIsMutable(); + entityRows_.add(value); + onChanged(); + } else { + entityRowsBuilder_.addMessage(value); + } + return this; + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public Builder addEntityRows( + int index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow value) { + if (entityRowsBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureEntityRowsIsMutable(); + entityRows_.add(index, value); + onChanged(); + } else { + entityRowsBuilder_.addMessage(index, value); + } + return this; + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public Builder addEntityRows( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder builderForValue) { + if (entityRowsBuilder_ == null) { + ensureEntityRowsIsMutable(); + entityRows_.add(builderForValue.build()); + onChanged(); + } else { + entityRowsBuilder_.addMessage(builderForValue.build()); + } + return this; + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public Builder addEntityRows( + int index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder builderForValue) { + if (entityRowsBuilder_ == null) { + ensureEntityRowsIsMutable(); + entityRows_.add(index, builderForValue.build()); + onChanged(); + } else { + entityRowsBuilder_.addMessage(index, builderForValue.build()); + } + return this; + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public Builder addAllEntityRows( + java.lang.Iterable values) { + if (entityRowsBuilder_ == null) { + ensureEntityRowsIsMutable(); + com.google.protobuf.AbstractMessageLite.Builder.addAll( + values, entityRows_); + onChanged(); + } else { + entityRowsBuilder_.addAllMessages(values); + } + return this; + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public Builder clearEntityRows() { + if (entityRowsBuilder_ == null) { + entityRows_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000002); + onChanged(); + } else { + entityRowsBuilder_.clear(); + } + return this; + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public Builder removeEntityRows(int index) { + if (entityRowsBuilder_ == null) { + ensureEntityRowsIsMutable(); + entityRows_.remove(index); + onChanged(); + } else { + entityRowsBuilder_.remove(index); + } + return this; + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder getEntityRowsBuilder( + int index) { + return getEntityRowsFieldBuilder().getBuilder(index); + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRowOrBuilder getEntityRowsOrBuilder( + int index) { + if (entityRowsBuilder_ == null) { + return entityRows_.get(index); } else { + return entityRowsBuilder_.getMessageOrBuilder(index); + } + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public java.util.List + getEntityRowsOrBuilderList() { + if (entityRowsBuilder_ != null) { + return entityRowsBuilder_.getMessageOrBuilderList(); + } else { + return java.util.Collections.unmodifiableList(entityRows_); + } + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder addEntityRowsBuilder() { + return getEntityRowsFieldBuilder().addBuilder( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.getDefaultInstance()); + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder addEntityRowsBuilder( + int index) { + return getEntityRowsFieldBuilder().addBuilder( + index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.getDefaultInstance()); + } + /** + * 
+       * List of entity rows, containing entity id and timestamp data.
+       * Used during retrieval of feature rows and for joining feature
+       * rows into a final dataset
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesRequestV2.EntityRow entity_rows = 2; + */ + public java.util.List + getEntityRowsBuilderList() { + return getEntityRowsFieldBuilder().getBuilderList(); + } + private com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRowOrBuilder> + getEntityRowsFieldBuilder() { + if (entityRowsBuilder_ == null) { + entityRowsBuilder_ = new com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRow.Builder, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2.EntityRowOrBuilder>( + entityRows_, + ((bitField0_ & 0x00000002) != 0), + getParentForChildren(), + isClean()); + entityRows_ = null; + } + return entityRowsBuilder_; + } + + private java.lang.Object project_ = ""; + /** + * 
+       * Optional field to specify project name override. If specified, uses the
+       * given project for retrieval. Overrides the projects specified in
+       * Feature References if both are specified.
+       *
+ * + * string project = 5; + * @return The project. + */ + public java.lang.String getProject() { + java.lang.Object ref = project_; + if (!(ref instanceof java.lang.String)) { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + project_ = s; + return s; + } else { + return (java.lang.String) ref; + } + } + /** + * 
+       * Optional field to specify project name override. If specified, uses the
+       * given project for retrieval. Overrides the projects specified in
+       * Feature References if both are specified.
+       *
+ * + * string project = 5; + * @return The bytes for project. + */ + public com.google.protobuf.ByteString + getProjectBytes() { + java.lang.Object ref = project_; + if (ref instanceof String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + project_ = b; + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + /** + * 
+       * Optional field to specify project name override. If specified, uses the
+       * given project for retrieval. Overrides the projects specified in
+       * Feature References if both are specified.
+       *
+ * + * string project = 5; + * @param value The project to set. + * @return This builder for chaining. + */ + public Builder setProject( + java.lang.String value) { + if (value == null) { + throw new NullPointerException(); + } + + project_ = value; + onChanged(); + return this; + } + /** + * 
+       * Optional field to specify project name override. If specified, uses the
+       * given project for retrieval. Overrides the projects specified in
+       * Feature References if both are specified.
+       *
+ * + * string project = 5; + * @return This builder for chaining. + */ + public Builder clearProject() { + + project_ = getDefaultInstance().getProject(); + onChanged(); + return this; + } + /** + * 
+       * Optional field to specify project name override. If specified, uses the
+       * given project for retrieval. Overrides the projects specified in
+       * Feature References if both are specified.
+       *
+ * + * string project = 5; + * @param value The bytes for project to set. + * @return This builder for chaining. + */ + public Builder setProjectBytes( + com.google.protobuf.ByteString value) { + if (value == null) { + throw new NullPointerException(); + } + checkByteStringIsUtf8(value); + + project_ = value; + onChanged(); + return this; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.GetOnlineFeaturesRequestV2) + } + + // @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesRequestV2) + private static final feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2(); + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public GetOnlineFeaturesRequestV2 parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new GetOnlineFeaturesRequestV2(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestV2 getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + public interface FeatureListOrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.FeatureList) + com.google.protobuf.MessageOrBuilder { + + /** + * repeated string val = 1; + * @return A list containing the val. + */ + java.util.List + getValList(); + /** + * repeated string val = 1; + * @return The count of val. + */ + int getValCount(); + /** + * repeated string val = 1; + * @param index The index of the element to return. + * @return The val at the given index. + */ + java.lang.String getVal(int index); + /** + * repeated string val = 1; + * @param index The index of the value to return. + * @return The bytes of the val at the given index. + */ + com.google.protobuf.ByteString + getValBytes(int index); + } + /** + * 
+   * In JSON "val" field can be omitted
+   *
+ * + * Protobuf type {@code feast.serving.FeatureList} + */ + public static final class FeatureList extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.FeatureList) + FeatureListOrBuilder { + private static final long serialVersionUID = 0L; + // Use FeatureList.newBuilder() to construct. + private FeatureList(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private FeatureList() { + val_ = com.google.protobuf.LazyStringArrayList.EMPTY; + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new FeatureList(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private FeatureList( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + int mutable_bitField0_ = 0; + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + case 10: { + java.lang.String s = input.readStringRequireUtf8(); + if (!((mutable_bitField0_ & 0x00000001) != 0)) { + val_ = new com.google.protobuf.LazyStringArrayList(); + mutable_bitField0_ |= 0x00000001; + } + val_.add(s); + break; + } + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + if (((mutable_bitField0_ & 0x00000001) != 0)) { + val_ = val_.getUnmodifiableView(); + } + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureList_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureList_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.FeatureList.class, feast.proto.serving.ServingAPIProto.FeatureList.Builder.class); + } + + public static final int VAL_FIELD_NUMBER = 1; + private com.google.protobuf.LazyStringList val_; + /** + * repeated string val = 1; + * @return A list containing the val. + */ + public com.google.protobuf.ProtocolStringList + getValList() { + return val_; + } + /** + * repeated string val = 1; + * @return The count of val. + */ + public int getValCount() { + return val_.size(); + } + /** + * repeated string val = 1; + * @param index The index of the element to return. + * @return The val at the given index. + */ + public java.lang.String getVal(int index) { + return val_.get(index); + } + /** + * repeated string val = 1; + * @param index The index of the value to return. + * @return The bytes of the val at the given index. + */ + public com.google.protobuf.ByteString + getValBytes(int index) { + return val_.getByteString(index); + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + for (int i = 0; i < val_.size(); i++) { + com.google.protobuf.GeneratedMessageV3.writeString(output, 1, val_.getRaw(i)); + } + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + { + int dataSize = 0; + for (int i = 0; i < val_.size(); i++) { + dataSize += computeStringSizeNoTag(val_.getRaw(i)); + } + size += dataSize; + size += 1 * getValList().size(); + } + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.FeatureList)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.FeatureList other = (feast.proto.serving.ServingAPIProto.FeatureList) obj; + + if (!getValList() + .equals(other.getValList())) return false; + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + if (getValCount() > 0) { + hash = (37 * hash) + VAL_FIELD_NUMBER; + hash = (53 * hash) + getValList().hashCode(); + } + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.FeatureList parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.FeatureList prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * 
+     * In JSON "val" field can be omitted
+     *
+ * + * Protobuf type {@code feast.serving.FeatureList} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.FeatureList) + feast.proto.serving.ServingAPIProto.FeatureListOrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureList_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureList_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.FeatureList.class, feast.proto.serving.ServingAPIProto.FeatureList.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.FeatureList.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + val_ = com.google.protobuf.LazyStringArrayList.EMPTY; + bitField0_ = (bitField0_ & ~0x00000001); + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_FeatureList_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureList getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureList build() { + feast.proto.serving.ServingAPIProto.FeatureList result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureList buildPartial() { + feast.proto.serving.ServingAPIProto.FeatureList result = new feast.proto.serving.ServingAPIProto.FeatureList(this); + int from_bitField0_ = bitField0_; + if (((bitField0_ & 0x00000001) != 0)) { + val_ = val_.getUnmodifiableView(); + bitField0_ = (bitField0_ & ~0x00000001); + } + result.val_ = val_; + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.FeatureList) { + return mergeFrom((feast.proto.serving.ServingAPIProto.FeatureList)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.FeatureList other) { + if (other == feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance()) return this; + if (!other.val_.isEmpty()) { + if (val_.isEmpty()) { + val_ = other.val_; + bitField0_ = (bitField0_ & ~0x00000001); + } else { + ensureValIsMutable(); + val_.addAll(other.val_); + } + onChanged(); + } + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.FeatureList parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.FeatureList) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + private int bitField0_; + + private com.google.protobuf.LazyStringList val_ = com.google.protobuf.LazyStringArrayList.EMPTY; + private void ensureValIsMutable() { + if (!((bitField0_ & 0x00000001) != 0)) { + val_ = new com.google.protobuf.LazyStringArrayList(val_); + bitField0_ |= 0x00000001; + } + } + /** + * repeated string val = 1; + * @return A list containing the val. + */ + public com.google.protobuf.ProtocolStringList + getValList() { + return val_.getUnmodifiableView(); + } + /** + * repeated string val = 1; + * @return The count of val. + */ + public int getValCount() { + return val_.size(); + } + /** + * repeated string val = 1; + * @param index The index of the element to return. + * @return The val at the given index. + */ + public java.lang.String getVal(int index) { + return val_.get(index); + } + /** + * repeated string val = 1; + * @param index The index of the value to return. + * @return The bytes of the val at the given index. + */ + public com.google.protobuf.ByteString + getValBytes(int index) { + return val_.getByteString(index); + } + /** + * repeated string val = 1; + * @param index The index to set the value at. + * @param value The val to set. + * @return This builder for chaining. + */ + public Builder setVal( + int index, java.lang.String value) { + if (value == null) { + throw new NullPointerException(); + } + ensureValIsMutable(); + val_.set(index, value); + onChanged(); + return this; + } + /** + * repeated string val = 1; + * @param value The val to add. + * @return This builder for chaining. + */ + public Builder addVal( + java.lang.String value) { + if (value == null) { + throw new NullPointerException(); + } + ensureValIsMutable(); + val_.add(value); + onChanged(); + return this; + } + /** + * repeated string val = 1; + * @param values The val to add. + * @return This builder for chaining. + */ + public Builder addAllVal( + java.lang.Iterable values) { + ensureValIsMutable(); + com.google.protobuf.AbstractMessageLite.Builder.addAll( + values, val_); + onChanged(); + return this; + } + /** + * repeated string val = 1; + * @return This builder for chaining. + */ + public Builder clearVal() { + val_ = com.google.protobuf.LazyStringArrayList.EMPTY; + bitField0_ = (bitField0_ & ~0x00000001); + onChanged(); + return this; + } + /** + * repeated string val = 1; + * @param value The bytes of the val to add. + * @return This builder for chaining. + */ + public Builder addValBytes( + com.google.protobuf.ByteString value) { + if (value == null) { + throw new NullPointerException(); + } + checkByteStringIsUtf8(value); + ensureValIsMutable(); + val_.add(value); + onChanged(); + return this; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.FeatureList) + } + + // @@protoc_insertion_point(class_scope:feast.serving.FeatureList) + private static final feast.proto.serving.ServingAPIProto.FeatureList DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.FeatureList(); + } + + public static feast.proto.serving.ServingAPIProto.FeatureList getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public FeatureList parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new FeatureList(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureList getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + public interface GetOnlineFeaturesRequestOrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.GetOnlineFeaturesRequest) + com.google.protobuf.MessageOrBuilder { + + /** + * string feature_service = 1; + * @return Whether the featureService field is set. + */ + boolean hasFeatureService(); + /** + * string feature_service = 1; + * @return The featureService. + */ + java.lang.String getFeatureService(); + /** + * string feature_service = 1; + * @return The bytes for featureService. + */ + com.google.protobuf.ByteString + getFeatureServiceBytes(); + + /** + * .feast.serving.FeatureList features = 2; + * @return Whether the features field is set. + */ + boolean hasFeatures(); + /** + * .feast.serving.FeatureList features = 2; + * @return The features. + */ + feast.proto.serving.ServingAPIProto.FeatureList getFeatures(); + /** + * .feast.serving.FeatureList features = 2; + */ + feast.proto.serving.ServingAPIProto.FeatureListOrBuilder getFeaturesOrBuilder(); + + /** + * 
+     * The entity data is specified in a columnar format
+     * A map of entity name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + int getEntitiesCount(); + /** + * 
+     * The entity data is specified in a columnar format
+     * A map of entity name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + boolean containsEntities( + java.lang.String key); + /** + * Use {@link #getEntitiesMap()} instead. + */ + @java.lang.Deprecated + java.util.Map + getEntities(); + /** + * 
+     * The entity data is specified in a columnar format
+     * A map of entity name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + java.util.Map + getEntitiesMap(); + /** + * 
+     * The entity data is specified in a columnar format
+     * A map of entity name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + + /* nullable */ +feast.proto.types.ValueProto.RepeatedValue getEntitiesOrDefault( + java.lang.String key, + /* nullable */ +feast.proto.types.ValueProto.RepeatedValue defaultValue); + /** + * 
+     * The entity data is specified in a columnar format
+     * A map of entity name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + + feast.proto.types.ValueProto.RepeatedValue getEntitiesOrThrow( + java.lang.String key); + + /** + * bool full_feature_names = 4; + * @return The fullFeatureNames. + */ + boolean getFullFeatureNames(); + + /** + * 
+     * Context for OnDemand Feature Transformation
+     * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+     * A map of variable name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + int getRequestContextCount(); + /** + * 
+     * Context for OnDemand Feature Transformation
+     * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+     * A map of variable name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + boolean containsRequestContext( + java.lang.String key); + /** + * Use {@link #getRequestContextMap()} instead. + */ + @java.lang.Deprecated + java.util.Map + getRequestContext(); + /** + * 
+     * Context for OnDemand Feature Transformation
+     * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+     * A map of variable name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + java.util.Map + getRequestContextMap(); + /** + * 
+     * Context for OnDemand Feature Transformation
+     * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+     * A map of variable name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + + /* nullable */ +feast.proto.types.ValueProto.RepeatedValue getRequestContextOrDefault( + java.lang.String key, + /* nullable */ +feast.proto.types.ValueProto.RepeatedValue defaultValue); + /** + * 
+     * Context for OnDemand Feature Transformation
+     * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+     * A map of variable name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + + feast.proto.types.ValueProto.RepeatedValue getRequestContextOrThrow( + java.lang.String key); + + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest.KindCase getKindCase(); + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesRequest} + */ + public static final class GetOnlineFeaturesRequest extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.GetOnlineFeaturesRequest) + GetOnlineFeaturesRequestOrBuilder { + private static final long serialVersionUID = 0L; + // Use GetOnlineFeaturesRequest.newBuilder() to construct. + private GetOnlineFeaturesRequest(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private GetOnlineFeaturesRequest() { + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new GetOnlineFeaturesRequest(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private GetOnlineFeaturesRequest( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + int mutable_bitField0_ = 0; + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + case 10: { + java.lang.String s = input.readStringRequireUtf8(); + kindCase_ = 1; + kind_ = s; + break; + } + case 18: { + feast.proto.serving.ServingAPIProto.FeatureList.Builder subBuilder = null; + if (kindCase_ == 2) { + subBuilder = ((feast.proto.serving.ServingAPIProto.FeatureList) kind_).toBuilder(); + } + kind_ = + input.readMessage(feast.proto.serving.ServingAPIProto.FeatureList.parser(), extensionRegistry); + if (subBuilder != null) { + subBuilder.mergeFrom((feast.proto.serving.ServingAPIProto.FeatureList) kind_); + kind_ = subBuilder.buildPartial(); + } + kindCase_ = 2; + break; + } + case 26: { + if (!((mutable_bitField0_ & 0x00000001) != 0)) { + entities_ = com.google.protobuf.MapField.newMapField( + EntitiesDefaultEntryHolder.defaultEntry); + mutable_bitField0_ |= 0x00000001; + } + com.google.protobuf.MapEntry + entities__ = input.readMessage( + EntitiesDefaultEntryHolder.defaultEntry.getParserForType(), extensionRegistry); + entities_.getMutableMap().put( + entities__.getKey(), entities__.getValue()); + break; + } + case 32: { + + fullFeatureNames_ = input.readBool(); + break; + } + case 42: { + if (!((mutable_bitField0_ & 0x00000002) != 0)) { + requestContext_ = com.google.protobuf.MapField.newMapField( + RequestContextDefaultEntryHolder.defaultEntry); + mutable_bitField0_ |= 0x00000002; + } + com.google.protobuf.MapEntry + requestContext__ = input.readMessage( + RequestContextDefaultEntryHolder.defaultEntry.getParserForType(), extensionRegistry); + requestContext_.getMutableMap().put( + requestContext__.getKey(), requestContext__.getValue()); + break; + } + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequest_descriptor; + } + + @SuppressWarnings({"rawtypes"}) + @java.lang.Override + protected com.google.protobuf.MapField internalGetMapField( + int number) { + switch (number) { + case 3: + return internalGetEntities(); + case 5: + return internalGetRequestContext(); + default: + throw new RuntimeException( + "Invalid map field number: " + number); + } + } + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequest_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest.Builder.class); + } + + private int kindCase_ = 0; + private java.lang.Object kind_; + public enum KindCase + implements com.google.protobuf.Internal.EnumLite, + com.google.protobuf.AbstractMessage.InternalOneOfEnum { + FEATURE_SERVICE(1), + FEATURES(2), + KIND_NOT_SET(0); + private final int value; + private KindCase(int value) { + this.value = value; + } + /** + * @param value The number of the enum to look for. + * @return The enum associated with the given number. + * @deprecated Use {@link #forNumber(int)} instead. + */ + @java.lang.Deprecated + public static KindCase valueOf(int value) { + return forNumber(value); + } + + public static KindCase forNumber(int value) { + switch (value) { + case 1: return FEATURE_SERVICE; + case 2: return FEATURES; + case 0: return KIND_NOT_SET; + default: return null; + } + } + public int getNumber() { + return this.value; + } + }; + + public KindCase + getKindCase() { + return KindCase.forNumber( + kindCase_); + } + + public static final int FEATURE_SERVICE_FIELD_NUMBER = 1; + /** + * string feature_service = 1; + * @return Whether the featureService field is set. + */ + public boolean hasFeatureService() { + return kindCase_ == 1; + } + /** + * string feature_service = 1; + * @return The featureService. + */ + public java.lang.String getFeatureService() { + java.lang.Object ref = ""; + if (kindCase_ == 1) { + ref = kind_; + } + if (ref instanceof java.lang.String) { + return (java.lang.String) ref; + } else { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + if (kindCase_ == 1) { + kind_ = s; + } + return s; + } + } + /** + * string feature_service = 1; + * @return The bytes for featureService. + */ + public com.google.protobuf.ByteString + getFeatureServiceBytes() { + java.lang.Object ref = ""; + if (kindCase_ == 1) { + ref = kind_; + } + if (ref instanceof java.lang.String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + if (kindCase_ == 1) { + kind_ = b; + } + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + + public static final int FEATURES_FIELD_NUMBER = 2; + /** + * .feast.serving.FeatureList features = 2; + * @return Whether the features field is set. + */ + @java.lang.Override + public boolean hasFeatures() { + return kindCase_ == 2; + } + /** + * .feast.serving.FeatureList features = 2; + * @return The features. + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureList getFeatures() { + if (kindCase_ == 2) { + return (feast.proto.serving.ServingAPIProto.FeatureList) kind_; + } + return feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance(); + } + /** + * .feast.serving.FeatureList features = 2; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureListOrBuilder getFeaturesOrBuilder() { + if (kindCase_ == 2) { + return (feast.proto.serving.ServingAPIProto.FeatureList) kind_; + } + return feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance(); + } + + public static final int ENTITIES_FIELD_NUMBER = 3; + private static final class EntitiesDefaultEntryHolder { + static final com.google.protobuf.MapEntry< + java.lang.String, feast.proto.types.ValueProto.RepeatedValue> defaultEntry = + com.google.protobuf.MapEntry + .newDefaultInstance( + feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequest_EntitiesEntry_descriptor, + com.google.protobuf.WireFormat.FieldType.STRING, + "", + com.google.protobuf.WireFormat.FieldType.MESSAGE, + feast.proto.types.ValueProto.RepeatedValue.getDefaultInstance()); + } + private com.google.protobuf.MapField< + java.lang.String, feast.proto.types.ValueProto.RepeatedValue> entities_; + private com.google.protobuf.MapField + internalGetEntities() { + if (entities_ == null) { + return com.google.protobuf.MapField.emptyMapField( + EntitiesDefaultEntryHolder.defaultEntry); + } + return entities_; + } + + public int getEntitiesCount() { + return internalGetEntities().getMap().size(); + } + /** + * 
+     * The entity data is specified in a columnar format
+     * A map of entity name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + + @java.lang.Override + public boolean containsEntities( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + return internalGetEntities().getMap().containsKey(key); + } + /** + * Use {@link #getEntitiesMap()} instead. + */ + @java.lang.Override + @java.lang.Deprecated + public java.util.Map getEntities() { + return getEntitiesMap(); + } + /** + * 
+     * The entity data is specified in a columnar format
+     * A map of entity name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + @java.lang.Override + + public java.util.Map getEntitiesMap() { + return internalGetEntities().getMap(); + } + /** + * 
+     * The entity data is specified in a columnar format
+     * A map of entity name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.RepeatedValue getEntitiesOrDefault( + java.lang.String key, + feast.proto.types.ValueProto.RepeatedValue defaultValue) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetEntities().getMap(); + return map.containsKey(key) ? map.get(key) : defaultValue; + } + /** + * 
+     * The entity data is specified in a columnar format
+     * A map of entity name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.RepeatedValue getEntitiesOrThrow( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetEntities().getMap(); + if (!map.containsKey(key)) { + throw new java.lang.IllegalArgumentException(); + } + return map.get(key); + } + + public static final int FULL_FEATURE_NAMES_FIELD_NUMBER = 4; + private boolean fullFeatureNames_; + /** + * bool full_feature_names = 4; + * @return The fullFeatureNames. + */ + @java.lang.Override + public boolean getFullFeatureNames() { + return fullFeatureNames_; + } + + public static final int REQUEST_CONTEXT_FIELD_NUMBER = 5; + private static final class RequestContextDefaultEntryHolder { + static final com.google.protobuf.MapEntry< + java.lang.String, feast.proto.types.ValueProto.RepeatedValue> defaultEntry = + com.google.protobuf.MapEntry + .newDefaultInstance( + feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequest_RequestContextEntry_descriptor, + com.google.protobuf.WireFormat.FieldType.STRING, + "", + com.google.protobuf.WireFormat.FieldType.MESSAGE, + feast.proto.types.ValueProto.RepeatedValue.getDefaultInstance()); + } + private com.google.protobuf.MapField< + java.lang.String, feast.proto.types.ValueProto.RepeatedValue> requestContext_; + private com.google.protobuf.MapField + internalGetRequestContext() { + if (requestContext_ == null) { + return com.google.protobuf.MapField.emptyMapField( + RequestContextDefaultEntryHolder.defaultEntry); + } + return requestContext_; + } + + public int getRequestContextCount() { + return internalGetRequestContext().getMap().size(); + } + /** + * 
+     * Context for OnDemand Feature Transformation
+     * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+     * A map of variable name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + + @java.lang.Override + public boolean containsRequestContext( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + return internalGetRequestContext().getMap().containsKey(key); + } + /** + * Use {@link #getRequestContextMap()} instead. + */ + @java.lang.Override + @java.lang.Deprecated + public java.util.Map getRequestContext() { + return getRequestContextMap(); + } + /** + * 
+     * Context for OnDemand Feature Transformation
+     * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+     * A map of variable name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + @java.lang.Override + + public java.util.Map getRequestContextMap() { + return internalGetRequestContext().getMap(); + } + /** + * 
+     * Context for OnDemand Feature Transformation
+     * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+     * A map of variable name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.RepeatedValue getRequestContextOrDefault( + java.lang.String key, + feast.proto.types.ValueProto.RepeatedValue defaultValue) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetRequestContext().getMap(); + return map.containsKey(key) ? map.get(key) : defaultValue; + } + /** + * 
+     * Context for OnDemand Feature Transformation
+     * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+     * A map of variable name -> list of values
+     *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.RepeatedValue getRequestContextOrThrow( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetRequestContext().getMap(); + if (!map.containsKey(key)) { + throw new java.lang.IllegalArgumentException(); + } + return map.get(key); + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + if (kindCase_ == 1) { + com.google.protobuf.GeneratedMessageV3.writeString(output, 1, kind_); + } + if (kindCase_ == 2) { + output.writeMessage(2, (feast.proto.serving.ServingAPIProto.FeatureList) kind_); + } + com.google.protobuf.GeneratedMessageV3 + .serializeStringMapTo( + output, + internalGetEntities(), + EntitiesDefaultEntryHolder.defaultEntry, + 3); + if (fullFeatureNames_ != false) { + output.writeBool(4, fullFeatureNames_); + } + com.google.protobuf.GeneratedMessageV3 + .serializeStringMapTo( + output, + internalGetRequestContext(), + RequestContextDefaultEntryHolder.defaultEntry, + 5); + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + if (kindCase_ == 1) { + size += com.google.protobuf.GeneratedMessageV3.computeStringSize(1, kind_); + } + if (kindCase_ == 2) { + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(2, (feast.proto.serving.ServingAPIProto.FeatureList) kind_); + } + for (java.util.Map.Entry entry + : internalGetEntities().getMap().entrySet()) { + com.google.protobuf.MapEntry + entities__ = EntitiesDefaultEntryHolder.defaultEntry.newBuilderForType() + .setKey(entry.getKey()) + .setValue(entry.getValue()) + .build(); + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(3, entities__); + } + if (fullFeatureNames_ != false) { + size += com.google.protobuf.CodedOutputStream + .computeBoolSize(4, fullFeatureNames_); + } + for (java.util.Map.Entry entry + : internalGetRequestContext().getMap().entrySet()) { + com.google.protobuf.MapEntry + requestContext__ = RequestContextDefaultEntryHolder.defaultEntry.newBuilderForType() + .setKey(entry.getKey()) + .setValue(entry.getValue()) + .build(); + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(5, requestContext__); + } + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest other = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest) obj; + + if (!internalGetEntities().equals( + other.internalGetEntities())) return false; + if (getFullFeatureNames() + != other.getFullFeatureNames()) return false; + if (!internalGetRequestContext().equals( + other.internalGetRequestContext())) return false; + if (!getKindCase().equals(other.getKindCase())) return false; + switch (kindCase_) { + case 1: + if (!getFeatureService() + .equals(other.getFeatureService())) return false; + break; + case 2: + if (!getFeatures() + .equals(other.getFeatures())) return false; + break; + case 0: + default: + } + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + if (!internalGetEntities().getMap().isEmpty()) { + hash = (37 * hash) + ENTITIES_FIELD_NUMBER; + hash = (53 * hash) + internalGetEntities().hashCode(); + } + hash = (37 * hash) + FULL_FEATURE_NAMES_FIELD_NUMBER; + hash = (53 * hash) + com.google.protobuf.Internal.hashBoolean( + getFullFeatureNames()); + if (!internalGetRequestContext().getMap().isEmpty()) { + hash = (37 * hash) + REQUEST_CONTEXT_FIELD_NUMBER; + hash = (53 * hash) + internalGetRequestContext().hashCode(); + } + switch (kindCase_) { + case 1: + hash = (37 * hash) + FEATURE_SERVICE_FIELD_NUMBER; + hash = (53 * hash) + getFeatureService().hashCode(); + break; + case 2: + hash = (37 * hash) + FEATURES_FIELD_NUMBER; + hash = (53 * hash) + getFeatures().hashCode(); + break; + case 0: + default: + } + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesRequest} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.GetOnlineFeaturesRequest) + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequestOrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequest_descriptor; + } + + @SuppressWarnings({"rawtypes"}) + protected com.google.protobuf.MapField internalGetMapField( + int number) { + switch (number) { + case 3: + return internalGetEntities(); + case 5: + return internalGetRequestContext(); + default: + throw new RuntimeException( + "Invalid map field number: " + number); + } + } + @SuppressWarnings({"rawtypes"}) + protected com.google.protobuf.MapField internalGetMutableMapField( + int number) { + switch (number) { + case 3: + return internalGetMutableEntities(); + case 5: + return internalGetMutableRequestContext(); + default: + throw new RuntimeException( + "Invalid map field number: " + number); + } + } + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequest_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + internalGetMutableEntities().clear(); + fullFeatureNames_ = false; + + internalGetMutableRequestContext().clear(); + kindCase_ = 0; + kind_ = null; + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesRequest_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest build() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest buildPartial() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest result = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest(this); + int from_bitField0_ = bitField0_; + if (kindCase_ == 1) { + result.kind_ = kind_; + } + if (kindCase_ == 2) { + if (featuresBuilder_ == null) { + result.kind_ = kind_; + } else { + result.kind_ = featuresBuilder_.build(); + } + } + result.entities_ = internalGetEntities(); + result.entities_.makeImmutable(); + result.fullFeatureNames_ = fullFeatureNames_; + result.requestContext_ = internalGetRequestContext(); + result.requestContext_.makeImmutable(); + result.kindCase_ = kindCase_; + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest) { + return mergeFrom((feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest other) { + if (other == feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest.getDefaultInstance()) return this; + internalGetMutableEntities().mergeFrom( + other.internalGetEntities()); + if (other.getFullFeatureNames() != false) { + setFullFeatureNames(other.getFullFeatureNames()); + } + internalGetMutableRequestContext().mergeFrom( + other.internalGetRequestContext()); + switch (other.getKindCase()) { + case FEATURE_SERVICE: { + kindCase_ = 1; + kind_ = other.kind_; + onChanged(); + break; + } + case FEATURES: { + mergeFeatures(other.getFeatures()); + break; + } + case KIND_NOT_SET: { + break; + } + } + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + private int kindCase_ = 0; + private java.lang.Object kind_; + public KindCase + getKindCase() { + return KindCase.forNumber( + kindCase_); + } + + public Builder clearKind() { + kindCase_ = 0; + kind_ = null; + onChanged(); + return this; + } + + private int bitField0_; + + /** + * string feature_service = 1; + * @return Whether the featureService field is set. + */ + @java.lang.Override + public boolean hasFeatureService() { + return kindCase_ == 1; + } + /** + * string feature_service = 1; + * @return The featureService. + */ + @java.lang.Override + public java.lang.String getFeatureService() { + java.lang.Object ref = ""; + if (kindCase_ == 1) { + ref = kind_; + } + if (!(ref instanceof java.lang.String)) { + com.google.protobuf.ByteString bs = + (com.google.protobuf.ByteString) ref; + java.lang.String s = bs.toStringUtf8(); + if (kindCase_ == 1) { + kind_ = s; + } + return s; + } else { + return (java.lang.String) ref; + } + } + /** + * string feature_service = 1; + * @return The bytes for featureService. + */ + @java.lang.Override + public com.google.protobuf.ByteString + getFeatureServiceBytes() { + java.lang.Object ref = ""; + if (kindCase_ == 1) { + ref = kind_; + } + if (ref instanceof String) { + com.google.protobuf.ByteString b = + com.google.protobuf.ByteString.copyFromUtf8( + (java.lang.String) ref); + if (kindCase_ == 1) { + kind_ = b; + } + return b; + } else { + return (com.google.protobuf.ByteString) ref; + } + } + /** + * string feature_service = 1; + * @param value The featureService to set. + * @return This builder for chaining. + */ + public Builder setFeatureService( + java.lang.String value) { + if (value == null) { + throw new NullPointerException(); + } + kindCase_ = 1; + kind_ = value; + onChanged(); + return this; + } + /** + * string feature_service = 1; + * @return This builder for chaining. + */ + public Builder clearFeatureService() { + if (kindCase_ == 1) { + kindCase_ = 0; + kind_ = null; + onChanged(); + } + return this; + } + /** + * string feature_service = 1; + * @param value The bytes for featureService to set. + * @return This builder for chaining. + */ + public Builder setFeatureServiceBytes( + com.google.protobuf.ByteString value) { + if (value == null) { + throw new NullPointerException(); + } + checkByteStringIsUtf8(value); + kindCase_ = 1; + kind_ = value; + onChanged(); + return this; + } + + private com.google.protobuf.SingleFieldBuilderV3< + feast.proto.serving.ServingAPIProto.FeatureList, feast.proto.serving.ServingAPIProto.FeatureList.Builder, feast.proto.serving.ServingAPIProto.FeatureListOrBuilder> featuresBuilder_; + /** + * .feast.serving.FeatureList features = 2; + * @return Whether the features field is set. + */ + @java.lang.Override + public boolean hasFeatures() { + return kindCase_ == 2; + } + /** + * .feast.serving.FeatureList features = 2; + * @return The features. + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureList getFeatures() { + if (featuresBuilder_ == null) { + if (kindCase_ == 2) { + return (feast.proto.serving.ServingAPIProto.FeatureList) kind_; + } + return feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance(); + } else { + if (kindCase_ == 2) { + return featuresBuilder_.getMessage(); + } + return feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance(); + } + } + /** + * .feast.serving.FeatureList features = 2; + */ + public Builder setFeatures(feast.proto.serving.ServingAPIProto.FeatureList value) { + if (featuresBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + kind_ = value; + onChanged(); + } else { + featuresBuilder_.setMessage(value); + } + kindCase_ = 2; + return this; + } + /** + * .feast.serving.FeatureList features = 2; + */ + public Builder setFeatures( + feast.proto.serving.ServingAPIProto.FeatureList.Builder builderForValue) { + if (featuresBuilder_ == null) { + kind_ = builderForValue.build(); + onChanged(); + } else { + featuresBuilder_.setMessage(builderForValue.build()); + } + kindCase_ = 2; + return this; + } + /** + * .feast.serving.FeatureList features = 2; + */ + public Builder mergeFeatures(feast.proto.serving.ServingAPIProto.FeatureList value) { + if (featuresBuilder_ == null) { + if (kindCase_ == 2 && + kind_ != feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance()) { + kind_ = feast.proto.serving.ServingAPIProto.FeatureList.newBuilder((feast.proto.serving.ServingAPIProto.FeatureList) kind_) + .mergeFrom(value).buildPartial(); + } else { + kind_ = value; + } + onChanged(); + } else { + if (kindCase_ == 2) { + featuresBuilder_.mergeFrom(value); + } else { + featuresBuilder_.setMessage(value); + } + } + kindCase_ = 2; + return this; + } + /** + * .feast.serving.FeatureList features = 2; + */ + public Builder clearFeatures() { + if (featuresBuilder_ == null) { + if (kindCase_ == 2) { + kindCase_ = 0; + kind_ = null; + onChanged(); + } + } else { + if (kindCase_ == 2) { + kindCase_ = 0; + kind_ = null; + } + featuresBuilder_.clear(); + } + return this; + } + /** + * .feast.serving.FeatureList features = 2; + */ + public feast.proto.serving.ServingAPIProto.FeatureList.Builder getFeaturesBuilder() { + return getFeaturesFieldBuilder().getBuilder(); + } + /** + * .feast.serving.FeatureList features = 2; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureListOrBuilder getFeaturesOrBuilder() { + if ((kindCase_ == 2) && (featuresBuilder_ != null)) { + return featuresBuilder_.getMessageOrBuilder(); + } else { + if (kindCase_ == 2) { + return (feast.proto.serving.ServingAPIProto.FeatureList) kind_; + } + return feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance(); + } + } + /** + * .feast.serving.FeatureList features = 2; + */ + private com.google.protobuf.SingleFieldBuilderV3< + feast.proto.serving.ServingAPIProto.FeatureList, feast.proto.serving.ServingAPIProto.FeatureList.Builder, feast.proto.serving.ServingAPIProto.FeatureListOrBuilder> + getFeaturesFieldBuilder() { + if (featuresBuilder_ == null) { + if (!(kindCase_ == 2)) { + kind_ = feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance(); + } + featuresBuilder_ = new com.google.protobuf.SingleFieldBuilderV3< + feast.proto.serving.ServingAPIProto.FeatureList, feast.proto.serving.ServingAPIProto.FeatureList.Builder, feast.proto.serving.ServingAPIProto.FeatureListOrBuilder>( + (feast.proto.serving.ServingAPIProto.FeatureList) kind_, + getParentForChildren(), + isClean()); + kind_ = null; + } + kindCase_ = 2; + onChanged();; + return featuresBuilder_; + } + + private com.google.protobuf.MapField< + java.lang.String, feast.proto.types.ValueProto.RepeatedValue> entities_; + private com.google.protobuf.MapField + internalGetEntities() { + if (entities_ == null) { + return com.google.protobuf.MapField.emptyMapField( + EntitiesDefaultEntryHolder.defaultEntry); + } + return entities_; + } + private com.google.protobuf.MapField + internalGetMutableEntities() { + onChanged();; + if (entities_ == null) { + entities_ = com.google.protobuf.MapField.newMapField( + EntitiesDefaultEntryHolder.defaultEntry); + } + if (!entities_.isMutable()) { + entities_ = entities_.copy(); + } + return entities_; + } + + public int getEntitiesCount() { + return internalGetEntities().getMap().size(); + } + /** + * 
+       * The entity data is specified in a columnar format
+       * A map of entity name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + + @java.lang.Override + public boolean containsEntities( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + return internalGetEntities().getMap().containsKey(key); + } + /** + * Use {@link #getEntitiesMap()} instead. + */ + @java.lang.Override + @java.lang.Deprecated + public java.util.Map getEntities() { + return getEntitiesMap(); + } + /** + * 
+       * The entity data is specified in a columnar format
+       * A map of entity name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + @java.lang.Override + + public java.util.Map getEntitiesMap() { + return internalGetEntities().getMap(); + } + /** + * 
+       * The entity data is specified in a columnar format
+       * A map of entity name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.RepeatedValue getEntitiesOrDefault( + java.lang.String key, + feast.proto.types.ValueProto.RepeatedValue defaultValue) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetEntities().getMap(); + return map.containsKey(key) ? map.get(key) : defaultValue; + } + /** + * 
+       * The entity data is specified in a columnar format
+       * A map of entity name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.RepeatedValue getEntitiesOrThrow( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetEntities().getMap(); + if (!map.containsKey(key)) { + throw new java.lang.IllegalArgumentException(); + } + return map.get(key); + } + + public Builder clearEntities() { + internalGetMutableEntities().getMutableMap() + .clear(); + return this; + } + /** + * 
+       * The entity data is specified in a columnar format
+       * A map of entity name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + + public Builder removeEntities( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + internalGetMutableEntities().getMutableMap() + .remove(key); + return this; + } + /** + * Use alternate mutation accessors instead. + */ + @java.lang.Deprecated + public java.util.Map + getMutableEntities() { + return internalGetMutableEntities().getMutableMap(); + } + /** + * 
+       * The entity data is specified in a columnar format
+       * A map of entity name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + public Builder putEntities( + java.lang.String key, + feast.proto.types.ValueProto.RepeatedValue value) { + if (key == null) { throw new NullPointerException("map key"); } + if (value == null) { + throw new NullPointerException("map value"); +} + + internalGetMutableEntities().getMutableMap() + .put(key, value); + return this; + } + /** + * 
+       * The entity data is specified in a columnar format
+       * A map of entity name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> entities = 3; + */ + + public Builder putAllEntities( + java.util.Map values) { + internalGetMutableEntities().getMutableMap() + .putAll(values); + return this; + } + + private boolean fullFeatureNames_ ; + /** + * bool full_feature_names = 4; + * @return The fullFeatureNames. + */ + @java.lang.Override + public boolean getFullFeatureNames() { + return fullFeatureNames_; + } + /** + * bool full_feature_names = 4; + * @param value The fullFeatureNames to set. + * @return This builder for chaining. + */ + public Builder setFullFeatureNames(boolean value) { + + fullFeatureNames_ = value; + onChanged(); + return this; + } + /** + * bool full_feature_names = 4; + * @return This builder for chaining. + */ + public Builder clearFullFeatureNames() { + + fullFeatureNames_ = false; + onChanged(); + return this; + } + + private com.google.protobuf.MapField< + java.lang.String, feast.proto.types.ValueProto.RepeatedValue> requestContext_; + private com.google.protobuf.MapField + internalGetRequestContext() { + if (requestContext_ == null) { + return com.google.protobuf.MapField.emptyMapField( + RequestContextDefaultEntryHolder.defaultEntry); + } + return requestContext_; + } + private com.google.protobuf.MapField + internalGetMutableRequestContext() { + onChanged();; + if (requestContext_ == null) { + requestContext_ = com.google.protobuf.MapField.newMapField( + RequestContextDefaultEntryHolder.defaultEntry); + } + if (!requestContext_.isMutable()) { + requestContext_ = requestContext_.copy(); + } + return requestContext_; + } + + public int getRequestContextCount() { + return internalGetRequestContext().getMap().size(); + } + /** + * 
+       * Context for OnDemand Feature Transformation
+       * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+       * A map of variable name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + + @java.lang.Override + public boolean containsRequestContext( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + return internalGetRequestContext().getMap().containsKey(key); + } + /** + * Use {@link #getRequestContextMap()} instead. + */ + @java.lang.Override + @java.lang.Deprecated + public java.util.Map getRequestContext() { + return getRequestContextMap(); + } + /** + * 
+       * Context for OnDemand Feature Transformation
+       * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+       * A map of variable name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + @java.lang.Override + + public java.util.Map getRequestContextMap() { + return internalGetRequestContext().getMap(); + } + /** + * 
+       * Context for OnDemand Feature Transformation
+       * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+       * A map of variable name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.RepeatedValue getRequestContextOrDefault( + java.lang.String key, + feast.proto.types.ValueProto.RepeatedValue defaultValue) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetRequestContext().getMap(); + return map.containsKey(key) ? map.get(key) : defaultValue; + } + /** + * 
+       * Context for OnDemand Feature Transformation
+       * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+       * A map of variable name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + @java.lang.Override + + public feast.proto.types.ValueProto.RepeatedValue getRequestContextOrThrow( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + java.util.Map map = + internalGetRequestContext().getMap(); + if (!map.containsKey(key)) { + throw new java.lang.IllegalArgumentException(); + } + return map.get(key); + } + + public Builder clearRequestContext() { + internalGetMutableRequestContext().getMutableMap() + .clear(); + return this; + } + /** + * 
+       * Context for OnDemand Feature Transformation
+       * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+       * A map of variable name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + + public Builder removeRequestContext( + java.lang.String key) { + if (key == null) { throw new NullPointerException("map key"); } + internalGetMutableRequestContext().getMutableMap() + .remove(key); + return this; + } + /** + * Use alternate mutation accessors instead. + */ + @java.lang.Deprecated + public java.util.Map + getMutableRequestContext() { + return internalGetMutableRequestContext().getMutableMap(); + } + /** + * 
+       * Context for OnDemand Feature Transformation
+       * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+       * A map of variable name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + public Builder putRequestContext( + java.lang.String key, + feast.proto.types.ValueProto.RepeatedValue value) { + if (key == null) { throw new NullPointerException("map key"); } + if (value == null) { + throw new NullPointerException("map value"); +} + + internalGetMutableRequestContext().getMutableMap() + .put(key, value); + return this; + } + /** + * 
+       * Context for OnDemand Feature Transformation
+       * (was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
+       * A map of variable name -> list of values
+       *
+ * + * map<string, .feast.types.RepeatedValue> request_context = 5; + */ + + public Builder putAllRequestContext( + java.util.Map values) { + internalGetMutableRequestContext().getMutableMap() + .putAll(values); + return this; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.GetOnlineFeaturesRequest) + } + + // @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesRequest) + private static final feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest(); + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public GetOnlineFeaturesRequest parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new GetOnlineFeaturesRequest(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesRequest getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + public interface GetOnlineFeaturesResponseOrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.GetOnlineFeaturesResponse) + com.google.protobuf.MessageOrBuilder { + + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + * @return Whether the metadata field is set. + */ + boolean hasMetadata(); + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + * @return The metadata. + */ + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata getMetadata(); + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + */ + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadataOrBuilder getMetadataOrBuilder(); + + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + java.util.List + getResultsList(); + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector getResults(int index); + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + int getResultsCount(); + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + java.util.List + getResultsOrBuilderList(); + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVectorOrBuilder getResultsOrBuilder( + int index); + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesResponse} + */ + public static final class GetOnlineFeaturesResponse extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.GetOnlineFeaturesResponse) + GetOnlineFeaturesResponseOrBuilder { + private static final long serialVersionUID = 0L; + // Use GetOnlineFeaturesResponse.newBuilder() to construct. + private GetOnlineFeaturesResponse(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private GetOnlineFeaturesResponse() { + results_ = java.util.Collections.emptyList(); + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new GetOnlineFeaturesResponse(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private GetOnlineFeaturesResponse( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + int mutable_bitField0_ = 0; + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + case 10: { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.Builder subBuilder = null; + if (metadata_ != null) { + subBuilder = metadata_.toBuilder(); + } + metadata_ = input.readMessage(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.parser(), extensionRegistry); + if (subBuilder != null) { + subBuilder.mergeFrom(metadata_); + metadata_ = subBuilder.buildPartial(); + } + + break; + } + case 18: { + if (!((mutable_bitField0_ & 0x00000001) != 0)) { + results_ = new java.util.ArrayList(); + mutable_bitField0_ |= 0x00000001; + } + results_.add( + input.readMessage(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.parser(), extensionRegistry)); + break; + } + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + if (((mutable_bitField0_ & 0x00000001) != 0)) { + results_ = java.util.Collections.unmodifiableList(results_); + } + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.Builder.class); + } + + public interface FeatureVectorOrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.GetOnlineFeaturesResponse.FeatureVector) + com.google.protobuf.MessageOrBuilder { + + /** + * repeated .feast.types.Value values = 1; + */ + java.util.List + getValuesList(); + /** + * repeated .feast.types.Value values = 1; + */ + feast.proto.types.ValueProto.Value getValues(int index); + /** + * repeated .feast.types.Value values = 1; + */ + int getValuesCount(); + /** + * repeated .feast.types.Value values = 1; + */ + java.util.List + getValuesOrBuilderList(); + /** + * repeated .feast.types.Value values = 1; + */ + feast.proto.types.ValueProto.ValueOrBuilder getValuesOrBuilder( + int index); + + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return A list containing the statuses. + */ + java.util.List getStatusesList(); + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return The count of statuses. + */ + int getStatusesCount(); + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param index The index of the element to return. + * @return The statuses at the given index. + */ + feast.proto.serving.ServingAPIProto.FieldStatus getStatuses(int index); + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return A list containing the enum numeric values on the wire for statuses. + */ + java.util.List + getStatusesValueList(); + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param index The index of the value to return. + * @return The enum numeric value on the wire of statuses at the given index. + */ + int getStatusesValue(int index); + + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + java.util.List + getEventTimestampsList(); + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + com.google.protobuf.Timestamp getEventTimestamps(int index); + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + int getEventTimestampsCount(); + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + java.util.List + getEventTimestampsOrBuilderList(); + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + com.google.protobuf.TimestampOrBuilder getEventTimestampsOrBuilder( + int index); + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesResponse.FeatureVector} + */ + public static final class FeatureVector extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.GetOnlineFeaturesResponse.FeatureVector) + FeatureVectorOrBuilder { + private static final long serialVersionUID = 0L; + // Use FeatureVector.newBuilder() to construct. + private FeatureVector(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private FeatureVector() { + values_ = java.util.Collections.emptyList(); + statuses_ = java.util.Collections.emptyList(); + eventTimestamps_ = java.util.Collections.emptyList(); + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new FeatureVector(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private FeatureVector( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + int mutable_bitField0_ = 0; + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + case 10: { + if (!((mutable_bitField0_ & 0x00000001) != 0)) { + values_ = new java.util.ArrayList(); + mutable_bitField0_ |= 0x00000001; + } + values_.add( + input.readMessage(feast.proto.types.ValueProto.Value.parser(), extensionRegistry)); + break; + } + case 16: { + int rawValue = input.readEnum(); + if (!((mutable_bitField0_ & 0x00000002) != 0)) { + statuses_ = new java.util.ArrayList(); + mutable_bitField0_ |= 0x00000002; + } + statuses_.add(rawValue); + break; + } + case 18: { + int length = input.readRawVarint32(); + int oldLimit = input.pushLimit(length); + while(input.getBytesUntilLimit() > 0) { + int rawValue = input.readEnum(); + if (!((mutable_bitField0_ & 0x00000002) != 0)) { + statuses_ = new java.util.ArrayList(); + mutable_bitField0_ |= 0x00000002; + } + statuses_.add(rawValue); + } + input.popLimit(oldLimit); + break; + } + case 26: { + if (!((mutable_bitField0_ & 0x00000004) != 0)) { + eventTimestamps_ = new java.util.ArrayList(); + mutable_bitField0_ |= 0x00000004; + } + eventTimestamps_.add( + input.readMessage(com.google.protobuf.Timestamp.parser(), extensionRegistry)); + break; + } + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + if (((mutable_bitField0_ & 0x00000001) != 0)) { + values_ = java.util.Collections.unmodifiableList(values_); + } + if (((mutable_bitField0_ & 0x00000002) != 0)) { + statuses_ = java.util.Collections.unmodifiableList(statuses_); + } + if (((mutable_bitField0_ & 0x00000004) != 0)) { + eventTimestamps_ = java.util.Collections.unmodifiableList(eventTimestamps_); + } + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder.class); + } + + public static final int VALUES_FIELD_NUMBER = 1; + private java.util.List values_; + /** + * repeated .feast.types.Value values = 1; + */ + @java.lang.Override + public java.util.List getValuesList() { + return values_; + } + /** + * repeated .feast.types.Value values = 1; + */ + @java.lang.Override + public java.util.List + getValuesOrBuilderList() { + return values_; + } + /** + * repeated .feast.types.Value values = 1; + */ + @java.lang.Override + public int getValuesCount() { + return values_.size(); + } + /** + * repeated .feast.types.Value values = 1; + */ + @java.lang.Override + public feast.proto.types.ValueProto.Value getValues(int index) { + return values_.get(index); + } + /** + * repeated .feast.types.Value values = 1; + */ + @java.lang.Override + public feast.proto.types.ValueProto.ValueOrBuilder getValuesOrBuilder( + int index) { + return values_.get(index); + } + + public static final int STATUSES_FIELD_NUMBER = 2; + private java.util.List statuses_; + private static final com.google.protobuf.Internal.ListAdapter.Converter< + java.lang.Integer, feast.proto.serving.ServingAPIProto.FieldStatus> statuses_converter_ = + new com.google.protobuf.Internal.ListAdapter.Converter< + java.lang.Integer, feast.proto.serving.ServingAPIProto.FieldStatus>() { + public feast.proto.serving.ServingAPIProto.FieldStatus convert(java.lang.Integer from) { + @SuppressWarnings("deprecation") + feast.proto.serving.ServingAPIProto.FieldStatus result = feast.proto.serving.ServingAPIProto.FieldStatus.valueOf(from); + return result == null ? feast.proto.serving.ServingAPIProto.FieldStatus.UNRECOGNIZED : result; + } + }; + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return A list containing the statuses. + */ + @java.lang.Override + public java.util.List getStatusesList() { + return new com.google.protobuf.Internal.ListAdapter< + java.lang.Integer, feast.proto.serving.ServingAPIProto.FieldStatus>(statuses_, statuses_converter_); + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return The count of statuses. + */ + @java.lang.Override + public int getStatusesCount() { + return statuses_.size(); + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param index The index of the element to return. + * @return The statuses at the given index. + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FieldStatus getStatuses(int index) { + return statuses_converter_.convert(statuses_.get(index)); + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return A list containing the enum numeric values on the wire for statuses. + */ + @java.lang.Override + public java.util.List + getStatusesValueList() { + return statuses_; + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param index The index of the value to return. + * @return The enum numeric value on the wire of statuses at the given index. + */ + @java.lang.Override + public int getStatusesValue(int index) { + return statuses_.get(index); + } + private int statusesMemoizedSerializedSize; + + public static final int EVENT_TIMESTAMPS_FIELD_NUMBER = 3; + private java.util.List eventTimestamps_; + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + @java.lang.Override + public java.util.List getEventTimestampsList() { + return eventTimestamps_; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + @java.lang.Override + public java.util.List + getEventTimestampsOrBuilderList() { + return eventTimestamps_; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + @java.lang.Override + public int getEventTimestampsCount() { + return eventTimestamps_.size(); + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + @java.lang.Override + public com.google.protobuf.Timestamp getEventTimestamps(int index) { + return eventTimestamps_.get(index); + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + @java.lang.Override + public com.google.protobuf.TimestampOrBuilder getEventTimestampsOrBuilder( + int index) { + return eventTimestamps_.get(index); + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + getSerializedSize(); + for (int i = 0; i < values_.size(); i++) { + output.writeMessage(1, values_.get(i)); + } + if (getStatusesList().size() > 0) { + output.writeUInt32NoTag(18); + output.writeUInt32NoTag(statusesMemoizedSerializedSize); + } + for (int i = 0; i < statuses_.size(); i++) { + output.writeEnumNoTag(statuses_.get(i)); + } + for (int i = 0; i < eventTimestamps_.size(); i++) { + output.writeMessage(3, eventTimestamps_.get(i)); + } + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + for (int i = 0; i < values_.size(); i++) { + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(1, values_.get(i)); + } + { + int dataSize = 0; + for (int i = 0; i < statuses_.size(); i++) { + dataSize += com.google.protobuf.CodedOutputStream + .computeEnumSizeNoTag(statuses_.get(i)); + } + size += dataSize; + if (!getStatusesList().isEmpty()) { size += 1; + size += com.google.protobuf.CodedOutputStream + .computeUInt32SizeNoTag(dataSize); + }statusesMemoizedSerializedSize = dataSize; + } + for (int i = 0; i < eventTimestamps_.size(); i++) { + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(3, eventTimestamps_.get(i)); + } + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector other = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector) obj; + + if (!getValuesList() + .equals(other.getValuesList())) return false; + if (!statuses_.equals(other.statuses_)) return false; + if (!getEventTimestampsList() + .equals(other.getEventTimestampsList())) return false; + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + if (getValuesCount() > 0) { + hash = (37 * hash) + VALUES_FIELD_NUMBER; + hash = (53 * hash) + getValuesList().hashCode(); + } + if (getStatusesCount() > 0) { + hash = (37 * hash) + STATUSES_FIELD_NUMBER; + hash = (53 * hash) + statuses_.hashCode(); + } + if (getEventTimestampsCount() > 0) { + hash = (37 * hash) + EVENT_TIMESTAMPS_FIELD_NUMBER; + hash = (53 * hash) + getEventTimestampsList().hashCode(); + } + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesResponse.FeatureVector} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.GetOnlineFeaturesResponse.FeatureVector) + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVectorOrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + getValuesFieldBuilder(); + getEventTimestampsFieldBuilder(); + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + if (valuesBuilder_ == null) { + values_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000001); + } else { + valuesBuilder_.clear(); + } + statuses_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000002); + if (eventTimestampsBuilder_ == null) { + eventTimestamps_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000004); + } else { + eventTimestampsBuilder_.clear(); + } + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector build() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector buildPartial() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector result = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector(this); + int from_bitField0_ = bitField0_; + if (valuesBuilder_ == null) { + if (((bitField0_ & 0x00000001) != 0)) { + values_ = java.util.Collections.unmodifiableList(values_); + bitField0_ = (bitField0_ & ~0x00000001); + } + result.values_ = values_; + } else { + result.values_ = valuesBuilder_.build(); + } + if (((bitField0_ & 0x00000002) != 0)) { + statuses_ = java.util.Collections.unmodifiableList(statuses_); + bitField0_ = (bitField0_ & ~0x00000002); + } + result.statuses_ = statuses_; + if (eventTimestampsBuilder_ == null) { + if (((bitField0_ & 0x00000004) != 0)) { + eventTimestamps_ = java.util.Collections.unmodifiableList(eventTimestamps_); + bitField0_ = (bitField0_ & ~0x00000004); + } + result.eventTimestamps_ = eventTimestamps_; + } else { + result.eventTimestamps_ = eventTimestampsBuilder_.build(); + } + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector) { + return mergeFrom((feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector other) { + if (other == feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.getDefaultInstance()) return this; + if (valuesBuilder_ == null) { + if (!other.values_.isEmpty()) { + if (values_.isEmpty()) { + values_ = other.values_; + bitField0_ = (bitField0_ & ~0x00000001); + } else { + ensureValuesIsMutable(); + values_.addAll(other.values_); + } + onChanged(); + } + } else { + if (!other.values_.isEmpty()) { + if (valuesBuilder_.isEmpty()) { + valuesBuilder_.dispose(); + valuesBuilder_ = null; + values_ = other.values_; + bitField0_ = (bitField0_ & ~0x00000001); + valuesBuilder_ = + com.google.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ? + getValuesFieldBuilder() : null; + } else { + valuesBuilder_.addAllMessages(other.values_); + } + } + } + if (!other.statuses_.isEmpty()) { + if (statuses_.isEmpty()) { + statuses_ = other.statuses_; + bitField0_ = (bitField0_ & ~0x00000002); + } else { + ensureStatusesIsMutable(); + statuses_.addAll(other.statuses_); + } + onChanged(); + } + if (eventTimestampsBuilder_ == null) { + if (!other.eventTimestamps_.isEmpty()) { + if (eventTimestamps_.isEmpty()) { + eventTimestamps_ = other.eventTimestamps_; + bitField0_ = (bitField0_ & ~0x00000004); + } else { + ensureEventTimestampsIsMutable(); + eventTimestamps_.addAll(other.eventTimestamps_); + } + onChanged(); + } + } else { + if (!other.eventTimestamps_.isEmpty()) { + if (eventTimestampsBuilder_.isEmpty()) { + eventTimestampsBuilder_.dispose(); + eventTimestampsBuilder_ = null; + eventTimestamps_ = other.eventTimestamps_; + bitField0_ = (bitField0_ & ~0x00000004); + eventTimestampsBuilder_ = + com.google.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ? + getEventTimestampsFieldBuilder() : null; + } else { + eventTimestampsBuilder_.addAllMessages(other.eventTimestamps_); + } + } + } + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + private int bitField0_; + + private java.util.List values_ = + java.util.Collections.emptyList(); + private void ensureValuesIsMutable() { + if (!((bitField0_ & 0x00000001) != 0)) { + values_ = new java.util.ArrayList(values_); + bitField0_ |= 0x00000001; + } + } + + private com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.types.ValueProto.Value, feast.proto.types.ValueProto.Value.Builder, feast.proto.types.ValueProto.ValueOrBuilder> valuesBuilder_; + + /** + * repeated .feast.types.Value values = 1; + */ + public java.util.List getValuesList() { + if (valuesBuilder_ == null) { + return java.util.Collections.unmodifiableList(values_); + } else { + return valuesBuilder_.getMessageList(); + } + } + /** + * repeated .feast.types.Value values = 1; + */ + public int getValuesCount() { + if (valuesBuilder_ == null) { + return values_.size(); + } else { + return valuesBuilder_.getCount(); + } + } + /** + * repeated .feast.types.Value values = 1; + */ + public feast.proto.types.ValueProto.Value getValues(int index) { + if (valuesBuilder_ == null) { + return values_.get(index); + } else { + return valuesBuilder_.getMessage(index); + } + } + /** + * repeated .feast.types.Value values = 1; + */ + public Builder setValues( + int index, feast.proto.types.ValueProto.Value value) { + if (valuesBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureValuesIsMutable(); + values_.set(index, value); + onChanged(); + } else { + valuesBuilder_.setMessage(index, value); + } + return this; + } + /** + * repeated .feast.types.Value values = 1; + */ + public Builder setValues( + int index, feast.proto.types.ValueProto.Value.Builder builderForValue) { + if (valuesBuilder_ == null) { + ensureValuesIsMutable(); + values_.set(index, builderForValue.build()); + onChanged(); + } else { + valuesBuilder_.setMessage(index, builderForValue.build()); + } + return this; + } + /** + * repeated .feast.types.Value values = 1; + */ + public Builder addValues(feast.proto.types.ValueProto.Value value) { + if (valuesBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureValuesIsMutable(); + values_.add(value); + onChanged(); + } else { + valuesBuilder_.addMessage(value); + } + return this; + } + /** + * repeated .feast.types.Value values = 1; + */ + public Builder addValues( + int index, feast.proto.types.ValueProto.Value value) { + if (valuesBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureValuesIsMutable(); + values_.add(index, value); + onChanged(); + } else { + valuesBuilder_.addMessage(index, value); + } + return this; + } + /** + * repeated .feast.types.Value values = 1; + */ + public Builder addValues( + feast.proto.types.ValueProto.Value.Builder builderForValue) { + if (valuesBuilder_ == null) { + ensureValuesIsMutable(); + values_.add(builderForValue.build()); + onChanged(); + } else { + valuesBuilder_.addMessage(builderForValue.build()); + } + return this; + } + /** + * repeated .feast.types.Value values = 1; + */ + public Builder addValues( + int index, feast.proto.types.ValueProto.Value.Builder builderForValue) { + if (valuesBuilder_ == null) { + ensureValuesIsMutable(); + values_.add(index, builderForValue.build()); + onChanged(); + } else { + valuesBuilder_.addMessage(index, builderForValue.build()); + } + return this; + } + /** + * repeated .feast.types.Value values = 1; + */ + public Builder addAllValues( + java.lang.Iterable values) { + if (valuesBuilder_ == null) { + ensureValuesIsMutable(); + com.google.protobuf.AbstractMessageLite.Builder.addAll( + values, values_); + onChanged(); + } else { + valuesBuilder_.addAllMessages(values); + } + return this; + } + /** + * repeated .feast.types.Value values = 1; + */ + public Builder clearValues() { + if (valuesBuilder_ == null) { + values_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000001); + onChanged(); + } else { + valuesBuilder_.clear(); + } + return this; + } + /** + * repeated .feast.types.Value values = 1; + */ + public Builder removeValues(int index) { + if (valuesBuilder_ == null) { + ensureValuesIsMutable(); + values_.remove(index); + onChanged(); + } else { + valuesBuilder_.remove(index); + } + return this; + } + /** + * repeated .feast.types.Value values = 1; + */ + public feast.proto.types.ValueProto.Value.Builder getValuesBuilder( + int index) { + return getValuesFieldBuilder().getBuilder(index); + } + /** + * repeated .feast.types.Value values = 1; + */ + public feast.proto.types.ValueProto.ValueOrBuilder getValuesOrBuilder( + int index) { + if (valuesBuilder_ == null) { + return values_.get(index); } else { + return valuesBuilder_.getMessageOrBuilder(index); + } + } + /** + * repeated .feast.types.Value values = 1; + */ + public java.util.List + getValuesOrBuilderList() { + if (valuesBuilder_ != null) { + return valuesBuilder_.getMessageOrBuilderList(); + } else { + return java.util.Collections.unmodifiableList(values_); + } + } + /** + * repeated .feast.types.Value values = 1; + */ + public feast.proto.types.ValueProto.Value.Builder addValuesBuilder() { + return getValuesFieldBuilder().addBuilder( + feast.proto.types.ValueProto.Value.getDefaultInstance()); + } + /** + * repeated .feast.types.Value values = 1; + */ + public feast.proto.types.ValueProto.Value.Builder addValuesBuilder( + int index) { + return getValuesFieldBuilder().addBuilder( + index, feast.proto.types.ValueProto.Value.getDefaultInstance()); + } + /** + * repeated .feast.types.Value values = 1; + */ + public java.util.List + getValuesBuilderList() { + return getValuesFieldBuilder().getBuilderList(); + } + private com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.types.ValueProto.Value, feast.proto.types.ValueProto.Value.Builder, feast.proto.types.ValueProto.ValueOrBuilder> + getValuesFieldBuilder() { + if (valuesBuilder_ == null) { + valuesBuilder_ = new com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.types.ValueProto.Value, feast.proto.types.ValueProto.Value.Builder, feast.proto.types.ValueProto.ValueOrBuilder>( + values_, + ((bitField0_ & 0x00000001) != 0), + getParentForChildren(), + isClean()); + values_ = null; + } + return valuesBuilder_; + } + + private java.util.List statuses_ = + java.util.Collections.emptyList(); + private void ensureStatusesIsMutable() { + if (!((bitField0_ & 0x00000002) != 0)) { + statuses_ = new java.util.ArrayList(statuses_); + bitField0_ |= 0x00000002; + } + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return A list containing the statuses. + */ + public java.util.List getStatusesList() { + return new com.google.protobuf.Internal.ListAdapter< + java.lang.Integer, feast.proto.serving.ServingAPIProto.FieldStatus>(statuses_, statuses_converter_); + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return The count of statuses. + */ + public int getStatusesCount() { + return statuses_.size(); + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param index The index of the element to return. + * @return The statuses at the given index. + */ + public feast.proto.serving.ServingAPIProto.FieldStatus getStatuses(int index) { + return statuses_converter_.convert(statuses_.get(index)); + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param index The index to set the value at. + * @param value The statuses to set. + * @return This builder for chaining. + */ + public Builder setStatuses( + int index, feast.proto.serving.ServingAPIProto.FieldStatus value) { + if (value == null) { + throw new NullPointerException(); + } + ensureStatusesIsMutable(); + statuses_.set(index, value.getNumber()); + onChanged(); + return this; + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param value The statuses to add. + * @return This builder for chaining. + */ + public Builder addStatuses(feast.proto.serving.ServingAPIProto.FieldStatus value) { + if (value == null) { + throw new NullPointerException(); + } + ensureStatusesIsMutable(); + statuses_.add(value.getNumber()); + onChanged(); + return this; + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param values The statuses to add. + * @return This builder for chaining. + */ + public Builder addAllStatuses( + java.lang.Iterable values) { + ensureStatusesIsMutable(); + for (feast.proto.serving.ServingAPIProto.FieldStatus value : values) { + statuses_.add(value.getNumber()); + } + onChanged(); + return this; + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return This builder for chaining. + */ + public Builder clearStatuses() { + statuses_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000002); + onChanged(); + return this; + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @return A list containing the enum numeric values on the wire for statuses. + */ + public java.util.List + getStatusesValueList() { + return java.util.Collections.unmodifiableList(statuses_); + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param index The index of the value to return. + * @return The enum numeric value on the wire of statuses at the given index. + */ + public int getStatusesValue(int index) { + return statuses_.get(index); + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param index The index to set the value at. + * @param value The enum numeric value on the wire for statuses to set. + * @return This builder for chaining. + */ + public Builder setStatusesValue( + int index, int value) { + ensureStatusesIsMutable(); + statuses_.set(index, value); + onChanged(); + return this; + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param value The enum numeric value on the wire for statuses to add. + * @return This builder for chaining. + */ + public Builder addStatusesValue(int value) { + ensureStatusesIsMutable(); + statuses_.add(value); + onChanged(); + return this; + } + /** + * repeated .feast.serving.FieldStatus statuses = 2; + * @param values The enum numeric values on the wire for statuses to add. + * @return This builder for chaining. + */ + public Builder addAllStatusesValue( + java.lang.Iterable values) { + ensureStatusesIsMutable(); + for (int value : values) { + statuses_.add(value); + } + onChanged(); + return this; + } + + private java.util.List eventTimestamps_ = + java.util.Collections.emptyList(); + private void ensureEventTimestampsIsMutable() { + if (!((bitField0_ & 0x00000004) != 0)) { + eventTimestamps_ = new java.util.ArrayList(eventTimestamps_); + bitField0_ |= 0x00000004; + } + } + + private com.google.protobuf.RepeatedFieldBuilderV3< + com.google.protobuf.Timestamp, com.google.protobuf.Timestamp.Builder, com.google.protobuf.TimestampOrBuilder> eventTimestampsBuilder_; + + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public java.util.List getEventTimestampsList() { + if (eventTimestampsBuilder_ == null) { + return java.util.Collections.unmodifiableList(eventTimestamps_); + } else { + return eventTimestampsBuilder_.getMessageList(); + } + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public int getEventTimestampsCount() { + if (eventTimestampsBuilder_ == null) { + return eventTimestamps_.size(); + } else { + return eventTimestampsBuilder_.getCount(); + } + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public com.google.protobuf.Timestamp getEventTimestamps(int index) { + if (eventTimestampsBuilder_ == null) { + return eventTimestamps_.get(index); + } else { + return eventTimestampsBuilder_.getMessage(index); + } + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public Builder setEventTimestamps( + int index, com.google.protobuf.Timestamp value) { + if (eventTimestampsBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureEventTimestampsIsMutable(); + eventTimestamps_.set(index, value); + onChanged(); + } else { + eventTimestampsBuilder_.setMessage(index, value); + } + return this; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public Builder setEventTimestamps( + int index, com.google.protobuf.Timestamp.Builder builderForValue) { + if (eventTimestampsBuilder_ == null) { + ensureEventTimestampsIsMutable(); + eventTimestamps_.set(index, builderForValue.build()); + onChanged(); + } else { + eventTimestampsBuilder_.setMessage(index, builderForValue.build()); + } + return this; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public Builder addEventTimestamps(com.google.protobuf.Timestamp value) { + if (eventTimestampsBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureEventTimestampsIsMutable(); + eventTimestamps_.add(value); + onChanged(); + } else { + eventTimestampsBuilder_.addMessage(value); + } + return this; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public Builder addEventTimestamps( + int index, com.google.protobuf.Timestamp value) { + if (eventTimestampsBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureEventTimestampsIsMutable(); + eventTimestamps_.add(index, value); + onChanged(); + } else { + eventTimestampsBuilder_.addMessage(index, value); + } + return this; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public Builder addEventTimestamps( + com.google.protobuf.Timestamp.Builder builderForValue) { + if (eventTimestampsBuilder_ == null) { + ensureEventTimestampsIsMutable(); + eventTimestamps_.add(builderForValue.build()); + onChanged(); + } else { + eventTimestampsBuilder_.addMessage(builderForValue.build()); + } + return this; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public Builder addEventTimestamps( + int index, com.google.protobuf.Timestamp.Builder builderForValue) { + if (eventTimestampsBuilder_ == null) { + ensureEventTimestampsIsMutable(); + eventTimestamps_.add(index, builderForValue.build()); + onChanged(); + } else { + eventTimestampsBuilder_.addMessage(index, builderForValue.build()); + } + return this; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public Builder addAllEventTimestamps( + java.lang.Iterable values) { + if (eventTimestampsBuilder_ == null) { + ensureEventTimestampsIsMutable(); + com.google.protobuf.AbstractMessageLite.Builder.addAll( + values, eventTimestamps_); + onChanged(); + } else { + eventTimestampsBuilder_.addAllMessages(values); + } + return this; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public Builder clearEventTimestamps() { + if (eventTimestampsBuilder_ == null) { + eventTimestamps_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000004); + onChanged(); + } else { + eventTimestampsBuilder_.clear(); + } + return this; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public Builder removeEventTimestamps(int index) { + if (eventTimestampsBuilder_ == null) { + ensureEventTimestampsIsMutable(); + eventTimestamps_.remove(index); + onChanged(); + } else { + eventTimestampsBuilder_.remove(index); + } + return this; + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public com.google.protobuf.Timestamp.Builder getEventTimestampsBuilder( + int index) { + return getEventTimestampsFieldBuilder().getBuilder(index); + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public com.google.protobuf.TimestampOrBuilder getEventTimestampsOrBuilder( + int index) { + if (eventTimestampsBuilder_ == null) { + return eventTimestamps_.get(index); } else { + return eventTimestampsBuilder_.getMessageOrBuilder(index); + } + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public java.util.List + getEventTimestampsOrBuilderList() { + if (eventTimestampsBuilder_ != null) { + return eventTimestampsBuilder_.getMessageOrBuilderList(); + } else { + return java.util.Collections.unmodifiableList(eventTimestamps_); + } + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public com.google.protobuf.Timestamp.Builder addEventTimestampsBuilder() { + return getEventTimestampsFieldBuilder().addBuilder( + com.google.protobuf.Timestamp.getDefaultInstance()); + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public com.google.protobuf.Timestamp.Builder addEventTimestampsBuilder( + int index) { + return getEventTimestampsFieldBuilder().addBuilder( + index, com.google.protobuf.Timestamp.getDefaultInstance()); + } + /** + * repeated .google.protobuf.Timestamp event_timestamps = 3; + */ + public java.util.List + getEventTimestampsBuilderList() { + return getEventTimestampsFieldBuilder().getBuilderList(); + } + private com.google.protobuf.RepeatedFieldBuilderV3< + com.google.protobuf.Timestamp, com.google.protobuf.Timestamp.Builder, com.google.protobuf.TimestampOrBuilder> + getEventTimestampsFieldBuilder() { + if (eventTimestampsBuilder_ == null) { + eventTimestampsBuilder_ = new com.google.protobuf.RepeatedFieldBuilderV3< + com.google.protobuf.Timestamp, com.google.protobuf.Timestamp.Builder, com.google.protobuf.TimestampOrBuilder>( + eventTimestamps_, + ((bitField0_ & 0x00000004) != 0), + getParentForChildren(), + isClean()); + eventTimestamps_ = null; + } + return eventTimestampsBuilder_; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.GetOnlineFeaturesResponse.FeatureVector) + } + + // @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesResponse.FeatureVector) + private static final feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector(); + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public FeatureVector parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new FeatureVector(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + public static final int METADATA_FIELD_NUMBER = 1; + private feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata metadata_; + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + * @return Whether the metadata field is set. + */ + @java.lang.Override + public boolean hasMetadata() { + return metadata_ != null; + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + * @return The metadata. + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata getMetadata() { + return metadata_ == null ? feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.getDefaultInstance() : metadata_; + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadataOrBuilder getMetadataOrBuilder() { + return getMetadata(); + } + + public static final int RESULTS_FIELD_NUMBER = 2; + private java.util.List results_; + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + @java.lang.Override + public java.util.List getResultsList() { + return results_; + } + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + @java.lang.Override + public java.util.List + getResultsOrBuilderList() { + return results_; + } + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + @java.lang.Override + public int getResultsCount() { + return results_.size(); + } + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector getResults(int index) { + return results_.get(index); + } + /** + * 
+     * Length of "results" array should match length of requested features.
+     * We also preserve the same order of features here as in metadata.feature_names
+     *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVectorOrBuilder getResultsOrBuilder( + int index) { + return results_.get(index); + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + if (metadata_ != null) { + output.writeMessage(1, getMetadata()); + } + for (int i = 0; i < results_.size(); i++) { + output.writeMessage(2, results_.get(i)); + } + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + if (metadata_ != null) { + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(1, getMetadata()); + } + for (int i = 0; i < results_.size(); i++) { + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(2, results_.get(i)); + } + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse other = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse) obj; + + if (hasMetadata() != other.hasMetadata()) return false; + if (hasMetadata()) { + if (!getMetadata() + .equals(other.getMetadata())) return false; + } + if (!getResultsList() + .equals(other.getResultsList())) return false; + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + if (hasMetadata()) { + hash = (37 * hash) + METADATA_FIELD_NUMBER; + hash = (53 * hash) + getMetadata().hashCode(); + } + if (getResultsCount() > 0) { + hash = (37 * hash) + RESULTS_FIELD_NUMBER; + hash = (53 * hash) + getResultsList().hashCode(); + } + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesResponse} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.GetOnlineFeaturesResponse) + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseOrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + getResultsFieldBuilder(); + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + if (metadataBuilder_ == null) { + metadata_ = null; + } else { + metadata_ = null; + metadataBuilder_ = null; + } + if (resultsBuilder_ == null) { + results_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000001); + } else { + resultsBuilder_.clear(); + } + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponse_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse build() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse buildPartial() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse result = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse(this); + int from_bitField0_ = bitField0_; + if (metadataBuilder_ == null) { + result.metadata_ = metadata_; + } else { + result.metadata_ = metadataBuilder_.build(); + } + if (resultsBuilder_ == null) { + if (((bitField0_ & 0x00000001) != 0)) { + results_ = java.util.Collections.unmodifiableList(results_); + bitField0_ = (bitField0_ & ~0x00000001); + } + result.results_ = results_; + } else { + result.results_ = resultsBuilder_.build(); + } + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse) { + return mergeFrom((feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse other) { + if (other == feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.getDefaultInstance()) return this; + if (other.hasMetadata()) { + mergeMetadata(other.getMetadata()); + } + if (resultsBuilder_ == null) { + if (!other.results_.isEmpty()) { + if (results_.isEmpty()) { + results_ = other.results_; + bitField0_ = (bitField0_ & ~0x00000001); + } else { + ensureResultsIsMutable(); + results_.addAll(other.results_); + } + onChanged(); + } + } else { + if (!other.results_.isEmpty()) { + if (resultsBuilder_.isEmpty()) { + resultsBuilder_.dispose(); + resultsBuilder_ = null; + results_ = other.results_; + bitField0_ = (bitField0_ & ~0x00000001); + resultsBuilder_ = + com.google.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ? + getResultsFieldBuilder() : null; + } else { + resultsBuilder_.addAllMessages(other.results_); + } + } + } + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + private int bitField0_; + + private feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata metadata_; + private com.google.protobuf.SingleFieldBuilderV3< + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.Builder, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadataOrBuilder> metadataBuilder_; + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + * @return Whether the metadata field is set. + */ + public boolean hasMetadata() { + return metadataBuilder_ != null || metadata_ != null; + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + * @return The metadata. + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata getMetadata() { + if (metadataBuilder_ == null) { + return metadata_ == null ? feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.getDefaultInstance() : metadata_; + } else { + return metadataBuilder_.getMessage(); + } + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + */ + public Builder setMetadata(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata value) { + if (metadataBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + metadata_ = value; + onChanged(); + } else { + metadataBuilder_.setMessage(value); + } + + return this; + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + */ + public Builder setMetadata( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.Builder builderForValue) { + if (metadataBuilder_ == null) { + metadata_ = builderForValue.build(); + onChanged(); + } else { + metadataBuilder_.setMessage(builderForValue.build()); + } + + return this; + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + */ + public Builder mergeMetadata(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata value) { + if (metadataBuilder_ == null) { + if (metadata_ != null) { + metadata_ = + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.newBuilder(metadata_).mergeFrom(value).buildPartial(); + } else { + metadata_ = value; + } + onChanged(); + } else { + metadataBuilder_.mergeFrom(value); + } + + return this; + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + */ + public Builder clearMetadata() { + if (metadataBuilder_ == null) { + metadata_ = null; + onChanged(); + } else { + metadata_ = null; + metadataBuilder_ = null; + } + + return this; + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.Builder getMetadataBuilder() { + + onChanged(); + return getMetadataFieldBuilder().getBuilder(); + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadataOrBuilder getMetadataOrBuilder() { + if (metadataBuilder_ != null) { + return metadataBuilder_.getMessageOrBuilder(); + } else { + return metadata_ == null ? + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.getDefaultInstance() : metadata_; + } + } + /** + * .feast.serving.GetOnlineFeaturesResponseMetadata metadata = 1; + */ + private com.google.protobuf.SingleFieldBuilderV3< + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.Builder, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadataOrBuilder> + getMetadataFieldBuilder() { + if (metadataBuilder_ == null) { + metadataBuilder_ = new com.google.protobuf.SingleFieldBuilderV3< + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.Builder, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadataOrBuilder>( + getMetadata(), + getParentForChildren(), + isClean()); + metadata_ = null; + } + return metadataBuilder_; + } + + private java.util.List results_ = + java.util.Collections.emptyList(); + private void ensureResultsIsMutable() { + if (!((bitField0_ & 0x00000001) != 0)) { + results_ = new java.util.ArrayList(results_); + bitField0_ |= 0x00000001; + } + } + + private com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVectorOrBuilder> resultsBuilder_; + + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public java.util.List getResultsList() { + if (resultsBuilder_ == null) { + return java.util.Collections.unmodifiableList(results_); + } else { + return resultsBuilder_.getMessageList(); + } + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public int getResultsCount() { + if (resultsBuilder_ == null) { + return results_.size(); + } else { + return resultsBuilder_.getCount(); + } + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector getResults(int index) { + if (resultsBuilder_ == null) { + return results_.get(index); + } else { + return resultsBuilder_.getMessage(index); + } + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public Builder setResults( + int index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector value) { + if (resultsBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureResultsIsMutable(); + results_.set(index, value); + onChanged(); + } else { + resultsBuilder_.setMessage(index, value); + } + return this; + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public Builder setResults( + int index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder builderForValue) { + if (resultsBuilder_ == null) { + ensureResultsIsMutable(); + results_.set(index, builderForValue.build()); + onChanged(); + } else { + resultsBuilder_.setMessage(index, builderForValue.build()); + } + return this; + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public Builder addResults(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector value) { + if (resultsBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureResultsIsMutable(); + results_.add(value); + onChanged(); + } else { + resultsBuilder_.addMessage(value); + } + return this; + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public Builder addResults( + int index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector value) { + if (resultsBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + ensureResultsIsMutable(); + results_.add(index, value); + onChanged(); + } else { + resultsBuilder_.addMessage(index, value); + } + return this; + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public Builder addResults( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder builderForValue) { + if (resultsBuilder_ == null) { + ensureResultsIsMutable(); + results_.add(builderForValue.build()); + onChanged(); + } else { + resultsBuilder_.addMessage(builderForValue.build()); + } + return this; + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public Builder addResults( + int index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder builderForValue) { + if (resultsBuilder_ == null) { + ensureResultsIsMutable(); + results_.add(index, builderForValue.build()); + onChanged(); + } else { + resultsBuilder_.addMessage(index, builderForValue.build()); + } + return this; + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public Builder addAllResults( + java.lang.Iterable values) { + if (resultsBuilder_ == null) { + ensureResultsIsMutable(); + com.google.protobuf.AbstractMessageLite.Builder.addAll( + values, results_); + onChanged(); + } else { + resultsBuilder_.addAllMessages(values); + } + return this; + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public Builder clearResults() { + if (resultsBuilder_ == null) { + results_ = java.util.Collections.emptyList(); + bitField0_ = (bitField0_ & ~0x00000001); + onChanged(); + } else { + resultsBuilder_.clear(); + } + return this; + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public Builder removeResults(int index) { + if (resultsBuilder_ == null) { + ensureResultsIsMutable(); + results_.remove(index); + onChanged(); + } else { + resultsBuilder_.remove(index); + } + return this; + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder getResultsBuilder( + int index) { + return getResultsFieldBuilder().getBuilder(index); + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVectorOrBuilder getResultsOrBuilder( + int index) { + if (resultsBuilder_ == null) { + return results_.get(index); } else { + return resultsBuilder_.getMessageOrBuilder(index); + } + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public java.util.List + getResultsOrBuilderList() { + if (resultsBuilder_ != null) { + return resultsBuilder_.getMessageOrBuilderList(); + } else { + return java.util.Collections.unmodifiableList(results_); + } + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder addResultsBuilder() { + return getResultsFieldBuilder().addBuilder( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.getDefaultInstance()); + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder addResultsBuilder( + int index) { + return getResultsFieldBuilder().addBuilder( + index, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.getDefaultInstance()); + } + /** + * 
+       * Length of "results" array should match length of requested features.
+       * We also preserve the same order of features here as in metadata.feature_names
+       *
+ * + * repeated .feast.serving.GetOnlineFeaturesResponse.FeatureVector results = 2; + */ + public java.util.List + getResultsBuilderList() { + return getResultsFieldBuilder().getBuilderList(); + } + private com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVectorOrBuilder> + getResultsFieldBuilder() { + if (resultsBuilder_ == null) { + resultsBuilder_ = new com.google.protobuf.RepeatedFieldBuilderV3< + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVector.Builder, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse.FeatureVectorOrBuilder>( + results_, + ((bitField0_ & 0x00000001) != 0), + getParentForChildren(), + isClean()); + results_ = null; + } + return resultsBuilder_; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.GetOnlineFeaturesResponse) + } + + // @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesResponse) + private static final feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse(); + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public GetOnlineFeaturesResponse parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new GetOnlineFeaturesResponse(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponse getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + public interface GetOnlineFeaturesResponseMetadataOrBuilder extends + // @@protoc_insertion_point(interface_extends:feast.serving.GetOnlineFeaturesResponseMetadata) + com.google.protobuf.MessageOrBuilder { + + /** + * .feast.serving.FeatureList feature_names = 1; + * @return Whether the featureNames field is set. + */ + boolean hasFeatureNames(); + /** + * .feast.serving.FeatureList feature_names = 1; + * @return The featureNames. + */ + feast.proto.serving.ServingAPIProto.FeatureList getFeatureNames(); + /** + * .feast.serving.FeatureList feature_names = 1; + */ + feast.proto.serving.ServingAPIProto.FeatureListOrBuilder getFeatureNamesOrBuilder(); + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesResponseMetadata} + */ + public static final class GetOnlineFeaturesResponseMetadata extends + com.google.protobuf.GeneratedMessageV3 implements + // @@protoc_insertion_point(message_implements:feast.serving.GetOnlineFeaturesResponseMetadata) + GetOnlineFeaturesResponseMetadataOrBuilder { + private static final long serialVersionUID = 0L; + // Use GetOnlineFeaturesResponseMetadata.newBuilder() to construct. + private GetOnlineFeaturesResponseMetadata(com.google.protobuf.GeneratedMessageV3.Builder builder) { + super(builder); + } + private GetOnlineFeaturesResponseMetadata() { + } + + @java.lang.Override + @SuppressWarnings({"unused"}) + protected java.lang.Object newInstance( + UnusedPrivateParameter unused) { + return new GetOnlineFeaturesResponseMetadata(); + } + + @java.lang.Override + public final com.google.protobuf.UnknownFieldSet + getUnknownFields() { + return this.unknownFields; + } + private GetOnlineFeaturesResponseMetadata( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + this(); + if (extensionRegistry == null) { + throw new java.lang.NullPointerException(); + } + com.google.protobuf.UnknownFieldSet.Builder unknownFields = + com.google.protobuf.UnknownFieldSet.newBuilder(); + try { + boolean done = false; + while (!done) { + int tag = input.readTag(); + switch (tag) { + case 0: + done = true; + break; + case 10: { + feast.proto.serving.ServingAPIProto.FeatureList.Builder subBuilder = null; + if (featureNames_ != null) { + subBuilder = featureNames_.toBuilder(); + } + featureNames_ = input.readMessage(feast.proto.serving.ServingAPIProto.FeatureList.parser(), extensionRegistry); + if (subBuilder != null) { + subBuilder.mergeFrom(featureNames_); + featureNames_ = subBuilder.buildPartial(); + } + + break; + } + default: { + if (!parseUnknownField( + input, unknownFields, extensionRegistry, tag)) { + done = true; + } + break; + } + } + } + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + throw e.setUnfinishedMessage(this); + } catch (com.google.protobuf.UninitializedMessageException e) { + throw e.asInvalidProtocolBufferException().setUnfinishedMessage(this); + } catch (java.io.IOException e) { + throw new com.google.protobuf.InvalidProtocolBufferException( + e).setUnfinishedMessage(this); + } finally { + this.unknownFields = unknownFields.build(); + makeExtensionsImmutable(); + } + } + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.Builder.class); + } + + public static final int FEATURE_NAMES_FIELD_NUMBER = 1; + private feast.proto.serving.ServingAPIProto.FeatureList featureNames_; + /** + * .feast.serving.FeatureList feature_names = 1; + * @return Whether the featureNames field is set. + */ + @java.lang.Override + public boolean hasFeatureNames() { + return featureNames_ != null; + } + /** + * .feast.serving.FeatureList feature_names = 1; + * @return The featureNames. + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureList getFeatureNames() { + return featureNames_ == null ? feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance() : featureNames_; + } + /** + * .feast.serving.FeatureList feature_names = 1; + */ + @java.lang.Override + public feast.proto.serving.ServingAPIProto.FeatureListOrBuilder getFeatureNamesOrBuilder() { + return getFeatureNames(); + } + + private byte memoizedIsInitialized = -1; + @java.lang.Override + public final boolean isInitialized() { + byte isInitialized = memoizedIsInitialized; + if (isInitialized == 1) return true; + if (isInitialized == 0) return false; + + memoizedIsInitialized = 1; + return true; + } + + @java.lang.Override + public void writeTo(com.google.protobuf.CodedOutputStream output) + throws java.io.IOException { + if (featureNames_ != null) { + output.writeMessage(1, getFeatureNames()); + } + unknownFields.writeTo(output); + } + + @java.lang.Override + public int getSerializedSize() { + int size = memoizedSize; + if (size != -1) return size; + + size = 0; + if (featureNames_ != null) { + size += com.google.protobuf.CodedOutputStream + .computeMessageSize(1, getFeatureNames()); + } + size += unknownFields.getSerializedSize(); + memoizedSize = size; + return size; + } + + @java.lang.Override + public boolean equals(final java.lang.Object obj) { + if (obj == this) { + return true; + } + if (!(obj instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata)) { + return super.equals(obj); + } + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata other = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata) obj; + + if (hasFeatureNames() != other.hasFeatureNames()) return false; + if (hasFeatureNames()) { + if (!getFeatureNames() + .equals(other.getFeatureNames())) return false; + } + if (!unknownFields.equals(other.unknownFields)) return false; + return true; + } + + @java.lang.Override + public int hashCode() { + if (memoizedHashCode != 0) { + return memoizedHashCode; + } + int hash = 41; + hash = (19 * hash) + getDescriptor().hashCode(); + if (hasFeatureNames()) { + hash = (37 * hash) + FEATURE_NAMES_FIELD_NUMBER; + hash = (53 * hash) + getFeatureNames().hashCode(); + } + hash = (29 * hash) + unknownFields.hashCode(); + memoizedHashCode = hash; + return hash; + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom( + java.nio.ByteBuffer data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom( + java.nio.ByteBuffer data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom( + com.google.protobuf.ByteString data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom( + com.google.protobuf.ByteString data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom(byte[] data) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom( + byte[] data, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return PARSER.parseFrom(data, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseDelimitedFrom(java.io.InputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseDelimitedFrom( + java.io.InputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseDelimitedWithIOException(PARSER, input, extensionRegistry); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom( + com.google.protobuf.CodedInputStream input) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input); + } + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parseFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + return com.google.protobuf.GeneratedMessageV3 + .parseWithIOException(PARSER, input, extensionRegistry); + } + + @java.lang.Override + public Builder newBuilderForType() { return newBuilder(); } + public static Builder newBuilder() { + return DEFAULT_INSTANCE.toBuilder(); + } + public static Builder newBuilder(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata prototype) { + return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype); + } + @java.lang.Override + public Builder toBuilder() { + return this == DEFAULT_INSTANCE + ? new Builder() : new Builder().mergeFrom(this); + } + + @java.lang.Override + protected Builder newBuilderForType( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + Builder builder = new Builder(parent); + return builder; + } + /** + * Protobuf type {@code feast.serving.GetOnlineFeaturesResponseMetadata} + */ + public static final class Builder extends + com.google.protobuf.GeneratedMessageV3.Builder implements + // @@protoc_insertion_point(builder_implements:feast.serving.GetOnlineFeaturesResponseMetadata) + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadataOrBuilder { + public static final com.google.protobuf.Descriptors.Descriptor + getDescriptor() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_descriptor; + } + + @java.lang.Override + protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internalGetFieldAccessorTable() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_fieldAccessorTable + .ensureFieldAccessorsInitialized( + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.class, feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.Builder.class); + } + + // Construct using feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.newBuilder() + private Builder() { + maybeForceBuilderInitialization(); + } + + private Builder( + com.google.protobuf.GeneratedMessageV3.BuilderParent parent) { + super(parent); + maybeForceBuilderInitialization(); + } + private void maybeForceBuilderInitialization() { + if (com.google.protobuf.GeneratedMessageV3 + .alwaysUseFieldBuilders) { + } + } + @java.lang.Override + public Builder clear() { + super.clear(); + if (featureNamesBuilder_ == null) { + featureNames_ = null; + } else { + featureNames_ = null; + featureNamesBuilder_ = null; + } + return this; + } + + @java.lang.Override + public com.google.protobuf.Descriptors.Descriptor + getDescriptorForType() { + return feast.proto.serving.ServingAPIProto.internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_descriptor; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata getDefaultInstanceForType() { + return feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.getDefaultInstance(); + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata build() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata result = buildPartial(); + if (!result.isInitialized()) { + throw newUninitializedMessageException(result); + } + return result; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata buildPartial() { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata result = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata(this); + if (featureNamesBuilder_ == null) { + result.featureNames_ = featureNames_; + } else { + result.featureNames_ = featureNamesBuilder_.build(); + } + onBuilt(); + return result; + } + + @java.lang.Override + public Builder clone() { + return super.clone(); + } + @java.lang.Override + public Builder setField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.setField(field, value); + } + @java.lang.Override + public Builder clearField( + com.google.protobuf.Descriptors.FieldDescriptor field) { + return super.clearField(field); + } + @java.lang.Override + public Builder clearOneof( + com.google.protobuf.Descriptors.OneofDescriptor oneof) { + return super.clearOneof(oneof); + } + @java.lang.Override + public Builder setRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + int index, java.lang.Object value) { + return super.setRepeatedField(field, index, value); + } + @java.lang.Override + public Builder addRepeatedField( + com.google.protobuf.Descriptors.FieldDescriptor field, + java.lang.Object value) { + return super.addRepeatedField(field, value); + } + @java.lang.Override + public Builder mergeFrom(com.google.protobuf.Message other) { + if (other instanceof feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata) { + return mergeFrom((feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata)other); + } else { + super.mergeFrom(other); + return this; + } + } + + public Builder mergeFrom(feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata other) { + if (other == feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata.getDefaultInstance()) return this; + if (other.hasFeatureNames()) { + mergeFeatureNames(other.getFeatureNames()); + } + this.mergeUnknownFields(other.unknownFields); + onChanged(); + return this; + } + + @java.lang.Override + public final boolean isInitialized() { + return true; + } + + @java.lang.Override + public Builder mergeFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws java.io.IOException { + feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata parsedMessage = null; + try { + parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry); + } catch (com.google.protobuf.InvalidProtocolBufferException e) { + parsedMessage = (feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata) e.getUnfinishedMessage(); + throw e.unwrapIOException(); + } finally { + if (parsedMessage != null) { + mergeFrom(parsedMessage); + } + } + return this; + } + + private feast.proto.serving.ServingAPIProto.FeatureList featureNames_; + private com.google.protobuf.SingleFieldBuilderV3< + feast.proto.serving.ServingAPIProto.FeatureList, feast.proto.serving.ServingAPIProto.FeatureList.Builder, feast.proto.serving.ServingAPIProto.FeatureListOrBuilder> featureNamesBuilder_; + /** + * .feast.serving.FeatureList feature_names = 1; + * @return Whether the featureNames field is set. + */ + public boolean hasFeatureNames() { + return featureNamesBuilder_ != null || featureNames_ != null; + } + /** + * .feast.serving.FeatureList feature_names = 1; + * @return The featureNames. + */ + public feast.proto.serving.ServingAPIProto.FeatureList getFeatureNames() { + if (featureNamesBuilder_ == null) { + return featureNames_ == null ? feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance() : featureNames_; + } else { + return featureNamesBuilder_.getMessage(); + } + } + /** + * .feast.serving.FeatureList feature_names = 1; + */ + public Builder setFeatureNames(feast.proto.serving.ServingAPIProto.FeatureList value) { + if (featureNamesBuilder_ == null) { + if (value == null) { + throw new NullPointerException(); + } + featureNames_ = value; + onChanged(); + } else { + featureNamesBuilder_.setMessage(value); + } + + return this; + } + /** + * .feast.serving.FeatureList feature_names = 1; + */ + public Builder setFeatureNames( + feast.proto.serving.ServingAPIProto.FeatureList.Builder builderForValue) { + if (featureNamesBuilder_ == null) { + featureNames_ = builderForValue.build(); + onChanged(); + } else { + featureNamesBuilder_.setMessage(builderForValue.build()); + } + + return this; + } + /** + * .feast.serving.FeatureList feature_names = 1; + */ + public Builder mergeFeatureNames(feast.proto.serving.ServingAPIProto.FeatureList value) { + if (featureNamesBuilder_ == null) { + if (featureNames_ != null) { + featureNames_ = + feast.proto.serving.ServingAPIProto.FeatureList.newBuilder(featureNames_).mergeFrom(value).buildPartial(); + } else { + featureNames_ = value; + } + onChanged(); + } else { + featureNamesBuilder_.mergeFrom(value); + } + + return this; + } + /** + * .feast.serving.FeatureList feature_names = 1; + */ + public Builder clearFeatureNames() { + if (featureNamesBuilder_ == null) { + featureNames_ = null; + onChanged(); + } else { + featureNames_ = null; + featureNamesBuilder_ = null; + } + + return this; + } + /** + * .feast.serving.FeatureList feature_names = 1; + */ + public feast.proto.serving.ServingAPIProto.FeatureList.Builder getFeatureNamesBuilder() { + + onChanged(); + return getFeatureNamesFieldBuilder().getBuilder(); + } + /** + * .feast.serving.FeatureList feature_names = 1; + */ + public feast.proto.serving.ServingAPIProto.FeatureListOrBuilder getFeatureNamesOrBuilder() { + if (featureNamesBuilder_ != null) { + return featureNamesBuilder_.getMessageOrBuilder(); + } else { + return featureNames_ == null ? + feast.proto.serving.ServingAPIProto.FeatureList.getDefaultInstance() : featureNames_; + } + } + /** + * .feast.serving.FeatureList feature_names = 1; + */ + private com.google.protobuf.SingleFieldBuilderV3< + feast.proto.serving.ServingAPIProto.FeatureList, feast.proto.serving.ServingAPIProto.FeatureList.Builder, feast.proto.serving.ServingAPIProto.FeatureListOrBuilder> + getFeatureNamesFieldBuilder() { + if (featureNamesBuilder_ == null) { + featureNamesBuilder_ = new com.google.protobuf.SingleFieldBuilderV3< + feast.proto.serving.ServingAPIProto.FeatureList, feast.proto.serving.ServingAPIProto.FeatureList.Builder, feast.proto.serving.ServingAPIProto.FeatureListOrBuilder>( + getFeatureNames(), + getParentForChildren(), + isClean()); + featureNames_ = null; + } + return featureNamesBuilder_; + } + @java.lang.Override + public final Builder setUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.setUnknownFields(unknownFields); + } + + @java.lang.Override + public final Builder mergeUnknownFields( + final com.google.protobuf.UnknownFieldSet unknownFields) { + return super.mergeUnknownFields(unknownFields); + } + + + // @@protoc_insertion_point(builder_scope:feast.serving.GetOnlineFeaturesResponseMetadata) + } + + // @@protoc_insertion_point(class_scope:feast.serving.GetOnlineFeaturesResponseMetadata) + private static final feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata DEFAULT_INSTANCE; + static { + DEFAULT_INSTANCE = new feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata(); + } + + public static feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata getDefaultInstance() { + return DEFAULT_INSTANCE; + } + + private static final com.google.protobuf.Parser + PARSER = new com.google.protobuf.AbstractParser() { + @java.lang.Override + public GetOnlineFeaturesResponseMetadata parsePartialFrom( + com.google.protobuf.CodedInputStream input, + com.google.protobuf.ExtensionRegistryLite extensionRegistry) + throws com.google.protobuf.InvalidProtocolBufferException { + return new GetOnlineFeaturesResponseMetadata(input, extensionRegistry); + } + }; + + public static com.google.protobuf.Parser parser() { + return PARSER; + } + + @java.lang.Override + public com.google.protobuf.Parser getParserForType() { + return PARSER; + } + + @java.lang.Override + public feast.proto.serving.ServingAPIProto.GetOnlineFeaturesResponseMetadata getDefaultInstanceForType() { + return DEFAULT_INSTANCE; + } + + } + + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetFeastServingInfoRequest_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetFeastServingInfoRequest_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetFeastServingInfoResponse_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetFeastServingInfoResponse_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_FeatureReferenceV2_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_FeatureReferenceV2_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetOnlineFeaturesRequestV2_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetOnlineFeaturesRequestV2_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_FieldsEntry_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_FieldsEntry_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_FeatureList_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_FeatureList_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetOnlineFeaturesRequest_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetOnlineFeaturesRequest_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetOnlineFeaturesRequest_EntitiesEntry_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetOnlineFeaturesRequest_EntitiesEntry_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetOnlineFeaturesRequest_RequestContextEntry_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetOnlineFeaturesRequest_RequestContextEntry_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetOnlineFeaturesResponse_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetOnlineFeaturesResponse_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_fieldAccessorTable; + private static final com.google.protobuf.Descriptors.Descriptor + internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_descriptor; + private static final + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable + internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_fieldAccessorTable; + + public static com.google.protobuf.Descriptors.FileDescriptor + getDescriptor() { + return descriptor; + } + private static com.google.protobuf.Descriptors.FileDescriptor + descriptor; + static { + java.lang.String[] descriptorData = { + "\n\"feast/serving/ServingService.proto\022\rfe" + + "ast.serving\032\037google/protobuf/timestamp.p" + + "roto\032\027feast/types/Value.proto\"\034\n\032GetFeas" + + "tServingInfoRequest\".\n\033GetFeastServingIn" + + "foResponse\022\017\n\007version\030\001 \001(\t\"E\n\022FeatureRe" + + "ferenceV2\022\031\n\021feature_view_name\030\001 \001(\t\022\024\n\014" + + "feature_name\030\002 \001(\t\"\375\002\n\032GetOnlineFeatures" + + "RequestV2\0223\n\010features\030\004 \003(\0132!.feast.serv" + + "ing.FeatureReferenceV2\022H\n\013entity_rows\030\002 " + + "\003(\01323.feast.serving.GetOnlineFeaturesReq" + + "uestV2.EntityRow\022\017\n\007project\030\005 \001(\t\032\316\001\n\tEn" + + "tityRow\022-\n\ttimestamp\030\001 \001(\0132\032.google.prot" + + "obuf.Timestamp\022O\n\006fields\030\002 \003(\0132?.feast.s" + + "erving.GetOnlineFeaturesRequestV2.Entity" + + "Row.FieldsEntry\032A\n\013FieldsEntry\022\013\n\003key\030\001 " + + "\001(\t\022!\n\005value\030\002 \001(\0132\022.feast.types.Value:\002" + + "8\001\"\032\n\013FeatureList\022\013\n\003val\030\001 \003(\t\"\310\003\n\030GetOn" + + "lineFeaturesRequest\022\031\n\017feature_service\030\001" + + " \001(\tH\000\022.\n\010features\030\002 \001(\0132\032.feast.serving" + + ".FeatureListH\000\022G\n\010entities\030\003 \003(\01325.feast" + + ".serving.GetOnlineFeaturesRequest.Entiti" + + "esEntry\022\032\n\022full_feature_names\030\004 \001(\010\022T\n\017r" + + "equest_context\030\005 \003(\0132;.feast.serving.Get" + + "OnlineFeaturesRequest.RequestContextEntr" + + "y\032K\n\rEntitiesEntry\022\013\n\003key\030\001 \001(\t\022)\n\005value" + + "\030\002 \001(\0132\032.feast.types.RepeatedValue:\0028\001\032Q" + + "\n\023RequestContextEntry\022\013\n\003key\030\001 \001(\t\022)\n\005va" + + "lue\030\002 \001(\0132\032.feast.types.RepeatedValue:\0028" + + "\001B\006\n\004kind\"\302\002\n\031GetOnlineFeaturesResponse\022" + + "B\n\010metadata\030\001 \001(\01320.feast.serving.GetOnl" + + "ineFeaturesResponseMetadata\022G\n\007results\030\002" + + " \003(\01326.feast.serving.GetOnlineFeaturesRe" + + "sponse.FeatureVector\032\227\001\n\rFeatureVector\022\"" + + "\n\006values\030\001 \003(\0132\022.feast.types.Value\022,\n\010st" + + "atuses\030\002 \003(\0162\032.feast.serving.FieldStatus" + + "\0224\n\020event_timestamps\030\003 \003(\0132\032.google.prot" + + "obuf.Timestamp\"V\n!GetOnlineFeaturesRespo" + + "nseMetadata\0221\n\rfeature_names\030\001 \001(\0132\032.fea" + + "st.serving.FeatureList*[\n\013FieldStatus\022\013\n" + + "\007INVALID\020\000\022\013\n\007PRESENT\020\001\022\016\n\nNULL_VALUE\020\002\022" + + "\r\n\tNOT_FOUND\020\003\022\023\n\017OUTSIDE_MAX_AGE\020\0042\346\001\n\016" + + "ServingService\022l\n\023GetFeastServingInfo\022)." + + "feast.serving.GetFeastServingInfoRequest" + + "\032*.feast.serving.GetFeastServingInfoResp" + + "onse\022f\n\021GetOnlineFeatures\022\'.feast.servin" + + "g.GetOnlineFeaturesRequest\032(.feast.servi" + + "ng.GetOnlineFeaturesResponseBZ\n\023feast.pr" + + "oto.servingB\017ServingAPIProtoZ2github.com" + + "/feast-dev/feast/go/protos/feast/serving" + + "b\006proto3" + }; + descriptor = com.google.protobuf.Descriptors.FileDescriptor + .internalBuildGeneratedFileFrom(descriptorData, + new com.google.protobuf.Descriptors.FileDescriptor[] { + com.google.protobuf.TimestampProto.getDescriptor(), + feast.proto.types.ValueProto.getDescriptor(), + }); + internal_static_feast_serving_GetFeastServingInfoRequest_descriptor = + getDescriptor().getMessageTypes().get(0); + internal_static_feast_serving_GetFeastServingInfoRequest_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetFeastServingInfoRequest_descriptor, + new java.lang.String[] { }); + internal_static_feast_serving_GetFeastServingInfoResponse_descriptor = + getDescriptor().getMessageTypes().get(1); + internal_static_feast_serving_GetFeastServingInfoResponse_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetFeastServingInfoResponse_descriptor, + new java.lang.String[] { "Version", }); + internal_static_feast_serving_FeatureReferenceV2_descriptor = + getDescriptor().getMessageTypes().get(2); + internal_static_feast_serving_FeatureReferenceV2_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_FeatureReferenceV2_descriptor, + new java.lang.String[] { "FeatureViewName", "FeatureName", }); + internal_static_feast_serving_GetOnlineFeaturesRequestV2_descriptor = + getDescriptor().getMessageTypes().get(3); + internal_static_feast_serving_GetOnlineFeaturesRequestV2_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetOnlineFeaturesRequestV2_descriptor, + new java.lang.String[] { "Features", "EntityRows", "Project", }); + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_descriptor = + internal_static_feast_serving_GetOnlineFeaturesRequestV2_descriptor.getNestedTypes().get(0); + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_descriptor, + new java.lang.String[] { "Timestamp", "Fields", }); + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_FieldsEntry_descriptor = + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_descriptor.getNestedTypes().get(0); + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_FieldsEntry_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetOnlineFeaturesRequestV2_EntityRow_FieldsEntry_descriptor, + new java.lang.String[] { "Key", "Value", }); + internal_static_feast_serving_FeatureList_descriptor = + getDescriptor().getMessageTypes().get(4); + internal_static_feast_serving_FeatureList_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_FeatureList_descriptor, + new java.lang.String[] { "Val", }); + internal_static_feast_serving_GetOnlineFeaturesRequest_descriptor = + getDescriptor().getMessageTypes().get(5); + internal_static_feast_serving_GetOnlineFeaturesRequest_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetOnlineFeaturesRequest_descriptor, + new java.lang.String[] { "FeatureService", "Features", "Entities", "FullFeatureNames", "RequestContext", "Kind", }); + internal_static_feast_serving_GetOnlineFeaturesRequest_EntitiesEntry_descriptor = + internal_static_feast_serving_GetOnlineFeaturesRequest_descriptor.getNestedTypes().get(0); + internal_static_feast_serving_GetOnlineFeaturesRequest_EntitiesEntry_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetOnlineFeaturesRequest_EntitiesEntry_descriptor, + new java.lang.String[] { "Key", "Value", }); + internal_static_feast_serving_GetOnlineFeaturesRequest_RequestContextEntry_descriptor = + internal_static_feast_serving_GetOnlineFeaturesRequest_descriptor.getNestedTypes().get(1); + internal_static_feast_serving_GetOnlineFeaturesRequest_RequestContextEntry_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetOnlineFeaturesRequest_RequestContextEntry_descriptor, + new java.lang.String[] { "Key", "Value", }); + internal_static_feast_serving_GetOnlineFeaturesResponse_descriptor = + getDescriptor().getMessageTypes().get(6); + internal_static_feast_serving_GetOnlineFeaturesResponse_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetOnlineFeaturesResponse_descriptor, + new java.lang.String[] { "Metadata", "Results", }); + internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_descriptor = + internal_static_feast_serving_GetOnlineFeaturesResponse_descriptor.getNestedTypes().get(0); + internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetOnlineFeaturesResponse_FeatureVector_descriptor, + new java.lang.String[] { "Values", "Statuses", "EventTimestamps", }); + internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_descriptor = + getDescriptor().getMessageTypes().get(7); + internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_fieldAccessorTable = new + com.google.protobuf.GeneratedMessageV3.FieldAccessorTable( + internal_static_feast_serving_GetOnlineFeaturesResponseMetadata_descriptor, + new java.lang.String[] { "FeatureNames", }); + com.google.protobuf.TimestampProto.getDescriptor(); + feast.proto.types.ValueProto.getDescriptor(); + } + + // @@protoc_insertion_point(outer_class_scope) +} From fd726b08b894b3c2c889f10cc47c68dbb5621eb3 Mon Sep 17 00:00:00 2001 From: darpanKumar29 Date: Mon, 30 Jan 2023 17:07:25 +0530 Subject: [PATCH 03/67] new pb file addition --- java/serving/src/main/resources/registry.pb | Bin 23063 -> 23197 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/java/serving/src/main/resources/registry.pb b/java/serving/src/main/resources/registry.pb index 961e3d2ee53d367304597690f80bfc4cd4d362d8..e4117f44c2c49fccd6354991f69ec5df8bd953df 100644 GIT binary patch literal 23197 zcmd^H>u(g-6|ZNBYp!{iO`29#TU9GQR48`swG9}lG_Crf%7=bv|A5s#Vb!&FyE6uy zPfno0b=2UbJe*CSG(m|AG;v&LokoCp6dW++ks1s{iGvWYVr(cOKvB|j@9f?=GjlgH 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