// // 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; // Deprecated: Delta Lake is a table format, not a file format. // Use TableFormat.DeltaFormat instead for Delta Lake support. TableFormat.DeltaFormat delta_format = 2 [deprecated = true]; } } message TableFormat { // Defines options for Apache Iceberg table format message IcebergFormat { // Optional catalog name for the Iceberg table string catalog = 1; // Optional namespace (schema/database) within the catalog string namespace = 2; // Additional properties for Iceberg configuration // Examples: warehouse location, snapshot-id, as-of-timestamp, etc. map properties = 3; } // Defines options for Delta Lake table format message DeltaFormat { // Optional checkpoint location for Delta transaction logs string checkpoint_location = 1; // Additional properties for Delta configuration // Examples: auto-optimize settings, vacuum settings, etc. map properties = 2; } // Defines options for Apache Hudi table format message HudiFormat { // Type of Hudi table (COPY_ON_WRITE or MERGE_ON_READ) string table_type = 1; // Field(s) that uniquely identify a record string record_key = 2; // Field used to determine the latest version of a record string precombine_field = 3; // Additional properties for Hudi configuration // Examples: compaction strategy, indexing options, etc. map properties = 4; } // Specifies the table format and format-specific options oneof format { IcebergFormat iceberg_format = 1; DeltaFormat delta_format = 2; HudiFormat hudi_format = 3; } } // 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; } }