Bond
FlatBuffers
| Bond | FlatBuffers | |
|---|---|---|
| 3 | 50 | |
| 2,606 | 23,044 | |
| 0.5% | 1.8% | |
| 4.0 | 8.6 | |
| 3 months ago | 22 days ago | |
| C++ | C++ | |
| MIT License | Apache License 2.0 |
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Bond
- LinkedIn Adopts Protocol Buffers and Reduces Latency Up to 60%
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11 Companies That Use Haskell in Production
Microsoft uses Haskell in Bond, a cross-platform framework for working with schematized data.
FlatBuffers
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JSON vs FlatBuffers vs Protocol Buffers
According to the official website:
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gRPC: The Bad Parts
> Protobuf is intentionally designed to NOT require any parsing at all.
As others have mentioned, this is simply not the case, and the VARINT encoding is a trivial counterexample.
It is this required decoding/parsing that (largely) distinguishes protobuf from Google's flatbuffers:
https://github.com/google/flatbuffers
https://flatbuffers.dev/
Cap'n Proto (developed by Kenton Varda, the former Google engineer who, while at Google, re-wrote/refactored Google's protobuf to later open source it as the library we all know today) is another example of zero-copy (de)serialization.
- FlatBuffers – an efficient cross platform serialization library for many langs
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Cap'n Proto 1.0
I don't work at Cloudflare but follow their work and occasionally work on performance sensitive projects.
If I had to guess, they looked at the landscape a bit like I do and regarded Cap'n Proto, flatbuffers, SBE, etc. as being in one category apart from other data formats like Avro, protobuf, and the like.
So once you're committed to record'ish shaped (rather than columnar like Parquet) data that has an upfront parse time of zero (nominally, there could be marshalling if you transmogrify the field values on read), the list gets pretty short.
https://capnproto.org/news/2014-06-17-capnproto-flatbuffers-... goes into some of the trade-offs here.
Cap'n Proto was originally made for https://sandstorm.io/. That work (which Kenton has presumably done at Cloudflare since he's been employed there) eventually turned into Cloudflare workers.
Another consideration: https://github.com/google/flatbuffers/issues/2#issuecomment-...
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Anyone has experience with reverse engineering flatbuffers?
Much more in the discussion of this particular issue onGitHub: flatbuffers:Reverse engineering #4258
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Flatty - flat message buffers with direct mapping to Rust types without packing/unpacking
Related but not Rust-specific: FlatBuffers, Cap'n Proto.
- flatbuffers - FlatBuffers: Memory Efficient Serialization Library
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How do AAA studios make update-compatible save systems?
If json files are a concern because of space, you can always look into something like protobuffers or flatbuffers. But whatever you use, you should try to find a solution where you don't have to think about the actual serialization/deserialization of your objects, and can just concentrate on the data.
- QuickBuffers 1.1 released
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Choosing a protocol for communication between multiple microcontrollers
Or, as an alternative to protobuffers, there's also flatbuffers, which is lighter weight and needs less memory: https://google.github.io/flatbuffers/
What are some alternatives?
Protobuf - Protocol Buffers - Google's data interchange format
ProtoBuf - C# code generator for reading and writing the protocol buffers format
MessagePack - MessagePack implementation for C and C++ / msgpack.org[C/C++]
Json.NET - Json.NET is a popular high-performance JSON framework for .NET
MessagePack - MessagePack serializer implementation for Java / msgpack.org[Java]
cereal - A C++11 library for serialization
Protobuf.NET - Protocol Buffers library for idiomatic .NET
Cap'n Proto - Cap'n Proto serialization/RPC system - core tools and C++ library
Msgpack-Cli - MessagePack implementation for Common Language Infrastructure / msgpack.org[C#]
Kryo - Java binary serialization and cloning: fast, efficient, automatic