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An Apache NiFi processor to encode and decode data using Google Protocol Buffers schemas.

Features

  • Encode/decode Protocol Buffer messages from/to JSON format
  • Read a compiled schema file (.desc) from disk
  • Use directly a raw .proto schema file, from disk or directly embedded in a property
  • Can handle embedded .proto files at processor level (as a processor property) or directly in a flowfile property
  • Support dependencies in proto files (see below)
  • Provide a ready-to-use Docker image of Apache NiFi with the NiFi Protobuf Processor

Installation

Using Docker

A pre-packaged version of NiFi with the processor installed is available on Docker Hub. To run it just type:

docker run -p 8080:8080 whiver/nifi-protobuf:latest

Note that the -p option publishes the port 8080 used by NiFi to the host, so that you can access the UI directly via http://localhost:8080/nifi.

Using a stable release

Grab the latest release directly from the releases page and copy the .nar file in the Apache NiFi lib folder.

Building the latest version

Clone this project and build the processor nar file using Maven:

mvn compile
mvn nifi-nar:nar

Then simply copy the generated nar file into the Apache NiFi lib folder.

Building the Docker image

The project also includes a Dockerfile to easily build a Docker image of the project. In fact you just need to run:

mvn package

and everything should be fine ! :)

Usage

See the installation section to learn how to integrate this processor in Apache NiFi. This projects add 2 different new processors in NiFi:

  • ProtobufDecoder, which decodes a Protobuf-encoded payload to different kind of structured formats ;
  • ProtobufEncoder, which encodes a payload in a structured format using a Protobuf schema.

Specifying the schema file

In both processors, you have to specify a schema file to use for data encoding/decoding. You can do so either processor-wide (meaning that every incoming flowfiles will be processed using the same schema) or per-flowfile. In both cases, it is done by writing the absolute schema file path in the protobuf.schemaPath property of the flowfile or processor. Note that if the property is set in the flowfile, it will override the one from the processor.

Schema file format

I strongly recommend you to use a compiled .desc file whenever possible, for a performance reason. This file can be obtained by compiling the .proto file with Google's protoc. However, if you cannot compile your .proto file, you can set it directly as a schema file and set the protobuf.compileSchema property of the processor to tell it to compile the schema dynamically.

Important: The processor allows you to import only one schema file, so you need to package all you dependencies into one file. To do so, compile your main .proto file using the --include_imports option of the protoc compiler. If you are using a raw .proto file, you need to bundle all imports inside the file.

Note: if you don't have a compiled .desc file yet, you should take a look at protoc, the Protobuf compiler from Google.

For now, the only structured format the processors can process is the JSON. In the future, there should be more formats available (XML and flowfile properties are expected).

Performances

By design, this processor cannot use precompiled code to handle messages (otherwise you would have already generated them) and wouldn't be here. So this processor is using the runtime part of the Protobuf library, which dynamically parses the files, given a compiled schema (.desc).

For convenience, the processor also allows you to provide a raw .proto file but, to be used, it must be compiled, so this is what the processor does before anything else. To avoid multiple compilation when not needed, the result file is cached, and if you specified the schema in the processor configuration (and not in the flowfile properties), it will be directly reused for each operation, and it will even avoid reading the schema from the disk.

So, if you can, specify the schema at the processor level to get the best performances.

Contributing

This project is Free as in Freedom, so feel free to contribute by posting bug report or pull requests!

License

This project is licensed under the MIT license. The terms of this license can be found in the LICENSE file.

Nifi Protobuf Processor

An Apache NiFi processor to encode and decode data using Google Protocol Buffer schemas.

Nifi Protobuf Processor Info

⭐ Stars 25
🔗 Source Code github.com
🕒 Last Update 10 months ago
🕒 Created 4 years ago
🐞 Open Issues 4
➗ Star-Issue Ratio 6
😎 Author whiver